Dr. Jie Zhang is a Lecturer in Computer Science at the University of Southampton. After working as a Research Associate at the University of Oxford, he joined the Agents Interaction and Complexity Group at ECS Southampton.
Dr. Zhang has been awarded research grants as the sole Investigator by The Leverhulme Trust (2021 -- 2024) and EPSRC (2022 -- 2023).
To students: If you are interested in pursuing a Ph.D. under Dr. Zhang's supervision, please get in touch by email.
Dr. Zhang's research situates the interface between computer science and economics. He is interested in understanding and characterizing the incentives of self-interested agents in competitive and cooperative environments. He analyses agents' decision-making process and aligns their incentives with the objectives of a system designer by analytical methods. Ultimately, he evaluates and improves system performance in their equilibrium stages, under worst-case guarantees and beyond worst-case scenarios. He has publications in leading journals and peer-reviewed conferences spanning the fields of artificial intelligence, theoretical computer science, and mathematics.
Postdoc:
PhD students:
Teaching (2020-2021):
Teaching (2019-2020):
Teaching (2018-2019):
Teaching (2017-2018):
Christodoulou, George, Filos-Ratsikas, Aris, Frederiksen, Soren Kristoffer Stiil, Goldberg, Paul W., Zhang, Jie and Zhang, Jinshan (2016) Social welfare in one-sided matching mechanisms. Osman, N. and Sierra, C. (eds.) In Autonomous Agents and Multiagent Systems: Proceeding of the AAMAS 2016. Springer, Cham. pp. 30-50 . (doi:10.1007/978-3-319-46882-2_3).
Filos-Ratsikas, Aris, Li, Minming, Zhang, Jie and Zhang, Qiang (2015) Facility location with double-peaked preferences. In PROCEEDINGS OF THE TWENTY-NINTH AAAI CONFERENCE ON ARTIFICIAL INTELLIGENCE AND THE TWENTY-SEVENTH INNOVATIVE APPLICATIONS OF ARTIFICIAL INTELLIGENCE CONFERENCE. AAAI Press. pp. 893-899 .
Filos-Ratsikas, Aris, Frederiksen, Soren Kristoffer Stiil and Zhang, Jie (2014) Social welfare in one-sided matchings: random priority and beyond. Lavi, R (ed.) In Algorithmic Game Theory: SAGT 2014. vol. 8768, Springer. pp. 1-12 . (doi:10.1007/978-3-662-44803-8_1).
Branzei, Simina, Procaccia, Ariel D. and Zhang, Jie (2013) Externalities in cake cutting. IJCAI 2013, Proceedings of the 23rd International Joint Conference on Artificial Intelligence, Beijing, China. 02 - 08 Aug 2013. pp. 55-61 .
Gao, Xi Alice, Zhang, Jie and Chen, Yiling (2013) What you jointly know determines how you act: strategic interactions in prediction markets. pp. 489-506 . (doi:10.1145/2482540.2482592).
Deng, Xiaotie and Zhang, Jie (2012) Equiseparability on terminal Wiener index. Applied Mathematics Letters, 25 (3), 580-585. (doi:10.1016/j.aml.2011.09.063).
Chen, Ning, Deng, Xiaotie, Zhang, Hongyang and Zhang, Jie (2012) Incentive ratios of Fisher markets. Czumaj, A., Melhorn, K., Pitts, A. and Wattenhofer, R. (eds.) In Automata, Languages, and Programming : Proceeding ICALP 2012. vol. 7392, Springer. pp. 464-475 . (doi:10.1007/978-3-642-31585-5_42).
Deng, Xiaotie, Qi, Qi, Saberi, Amin and Zhang, Jie (2011) Discrete fixed points: models, complexities, and applications. Mathematics of Operations Research, 36 (4), 636-652. (doi:10.1287/moor.1110.0511).
Chen, Ning, Deng, Xiaotie and Zhang, Jie (2011) How profitable are strategic behaviors in a market? Demetrescu, C. and Halldorsson, M.M. (eds.) In Algorithms: ESA 2011. Springer. pp. 106-118 . (doi:10.1007/978-3-642-23719-5_10).
Filos-Ratsikas, Aris, Li, Minming, Zhang, Jie and Zhang, Qiang (2017) Facility location with double-peaked preferences. Autonomous Agents and Multi-Agent Systems, 31 (6), 1209-1235. (doi:10.1007/s10458-017-9361-0).
Deng, Xiaotie, Gao, Yansong and Zhang, Jie (2017) Smoothed and average-case approximation ratios of mechanisms: beyond the worst-case analysis. In 42nd International Symposium on Mathematical Foundations of Computer Science. vol. 83, Schloss Dagstuhl- Leibniz-Zentrum fur Informatik GmbH, Dagstuhl Publishing. 16:1-16:15 . (doi:10.4230/LIPIcs.MFCS.2017.16).
Zhang, Jie (2018) Average-case approximation ratio of scheduling without payments. In The Thirty-Second AAAI Conference on Artificial Intelligence. AAAI. pp. 1298-1304 .
Oluwasuji, Olabambo, Ifeoluwa, Malik, Obaid, Zhang, Jie and Ramchurn, Sarvapali (2018) Algorithms to manage load shedding events in developing countries. 17th International Conference on Autonomous Agents and Multiagent Systems, , Stockholm, Sweden. 11 - 12 Jul 2018. 3 pp . (In Press)
Oluwasuji, Olabambo, Ifeoluwa, Malik, Obaid, Zhang, Jie and Ramchurn, Sarvapali (2018) Algorithms for fair load shedding in developing countries. International Joint Conference on Artificial Intelligence, , Stockholm, Sweden. 13 - 19 Jul 2018. 7 pp . (In Press)
Filos-Ratsikas, Aris, Sren Kristoffer, Stiil Frederiksen, Goldberg, Paul W. and Zhang, Jie (2018) Hardness results for consensus-halving. In 43rd International Symposium on Mathematical Foundations of Computer Science. Leibniz International Proceedings in Informatics (LIPIcs).. (In Press)
Gao, Yansong and Zhang, Jie (2019) Average-case analysis of the assignment problem with independent preferences. 13 pp .
Serafino, Paolo, Ventre, Carmine, Tran-Thanh, Long, Zhang, Jie, An, Bo and Jennings, Nick (2019) Social cost guarantees in smart route guidance. Nayak, A. and Sharma, A. (eds.) In PRICAI 2019: Trends in Artificial Intelligence. PRICAI 2019. vol. 11671, Springer, Cham. pp. 482-495 . (doi:10.1007/978-3-030-29911-8_37).
Oluwasuji, Olabambo Ifeoluwa, Malik, Obaid, Zhang, Jie and Ramchurn, Sarvapali (2020) Solving the fair electric load shedding problem in developing countries. Autonomous Agents and Multi-Agent Systems, 34 (1), [12]. (doi:10.1007/s10458-019-09428-8).
Burmann, Jan and Zhang, Jie (2020) Multi-robot adversarial patrolling strategies via lattice paths. 29th International Joint Conference on Artificial Intelligence, , Yokohama, Japan. 11 - 17 Jul 2020. 7 pp .
Wang, Zihe, Wei, Zhide and Zhang, Jie (2020) Bounded incentives in manipulating the Probabilistic Serial rule. In The Thirty-Fourth AAAI Conference on Artificial Intelligence, AAAI 2020. (doi:10.1609/aaai.v34i02.5605).
Zhang, Jie (2021) Average-case approximation ratio of scheduling without payments. Algorithmica, 83 (6), 1638-1652. (doi:10.1007/s00453-020-00796-2).
Vieira, Guilherme and Zhang, Jie (2021) Peer-to-peer energy trading in a microgrid leveraged by smart contracts. Renewable and Sustainable Energy Reviews, 143, [110900]. (doi:10.1016/j.rser.2021.110900).
Oliehoek, Frans, Tang, Shi Yuan and Zhang, Jie (2021) Learning Complex Policy Distribution with CEM Guided Adversarial Hypernetwork. Tenth International Joint Conference on Autonomous Agents and Multi-Agent Systems (AAMAS 2011), , Taipei. 01 - 05 May 2011. pp. 1296-1304 . (doi:10.48448/ckqa-am79).
Chen, Mengjing, Huang, Haoqiang, Shen, Weiran, Tang, Pingzhong, Wang, Zihe and Zhang, Jie (2022) Optimal pricing policy design for selling cost-reducing innovation in Cournot games. Theoretical Computer Science, 90, 62-86. (doi:10.1016/j.tcs.2021.12.001).
Divband Soorati, Mohammad, Gerding, Enrico, Marchioni, Enrico, Naumov, Pavel, Norman, Timothy, Ramchurn, Sarvapali, Rastegari, Baharak, Sobey, Adam, Stein, Sebastian, Tarapore, Danesh, Yazdanpanah, Vahid and Zhang, Jie (2022) From Intelligent Agents to Trustworthy Human-Centred Multiagent Systems. AI Communications.
Telephone: +44 (0) 23 8059 8415
Email: jie.zhang@soton.ac.uk
De Roure, D., Maclean, S. D. and Glaser, H. (1998) An Extensible Interpreter for Experimentation with the Semantics of Prograph. Proc. IEEE Symp. on Visual Languages (VL). pp. 76-77 .
Cox, P. T., Maclean, S. D. and Glaser, H. (1998) A Visual Development Environment for Parallel Applications. Proc. IEEE Symp. on Visual Languages (VL). pp. 144-151 .
Salhi, A., Glaser, H. and Roure, D. De (1998) Parallel Implementation of a Genetic-programming Based Tool for Symbolic Regression. Information Processing Letters, 66, 299-307.
Cox, P. T., Glaser, H. and Lanaspre, B. (1996) Distributed Prograph. Ito, T., Halstead, R. H. and Queinnec, C. (eds.) Proc. Int. Conf. Parallel Symbolic Languages and Systems, LNCS 1068. pp. 128-133 .
Glaser, H., Hartel, P. H. and Frz, E. K. de Jong (1996) Visualising the Structure of an IC-card Security Architecture. Smart Card 1996 convention proceedings -- Technology and markets Conf.. pp. 22-34 .
Glaser, H., Hartel, P. H. and Frz, E. K. de Jong (1996) Structuring and Visualising an IC-card Security Standard. Hartel, P. H., Paradinas, P. and Quisquater, J.-J. (eds.) Proc. 2nd Int. Conf. Smart card research and advanced application (CARDIS 1996). pp. 89-110 .
Hartel, Pieter H. and Glaser, Hugh (1996) The Resource constrained shortest path problem implemented in a lazy functional language. Journal of Functional Programming, 6 (1), 29-45.
Maclean, S., Glaser, H. and Roure, D. De (1996) An Architecture for Distributed Computations using the Pool Model s.n.
Salhi, A., Glaser, H., Roure, D. De and Putney, J. (1996) The Prisoners' Dilemma Revisited s.n.
Salhi, A., Glaser, H. and De Roure, D. (1996) A Genetic Approach to Understanding Cooperative Behaviour. Osmera, P. (ed.) Proc. 2nd Int. Mendel Conf. on Genetic Algorithms (MENDEL'96). pp. 129-136 .
Salhi, A., Glaser, H. and De Roure, D. (1996) Model Generation Using Genetic Programming. Jesshope, C. R. and Shafarenko, A. V. (eds.) Proc. Conf. UK PARALLEL '96. pp. 92-109 .
Carpenter, D. B. and Glaser, H. (1996) Some lattice-based scientific problems, expressed in Haskell. Journal of Functional Programming, 6 (3), 419-443.
Glaser, H. and DeRoure, David C. (1993) Parallel and symbolic computing in the undergraduate curriculum. Parallel Processing in Education.
Cruickshank, D. and Glaser, H. (1999) Direct Manipulation, Scalability and the Internet. Padget, J. A. (ed.) Collaboration between Human and Artificial Societies: Coordination and Agent-Based Distributed Computing, LNAI 1624. pp. 102-112 .
Glaser, H., Hartel, P. H., Leuschel, M. and Martin, A. (2001) Declarative Languages in Education. In, Kent, Allen and Williams, James G (eds.) Encyclopedia of Microcomputers. Encyclopaedia of Microcomputers (01/01/01) Marcel Dekker Inc, New York, pp. 79-102.
Glaser, H. and Hankin, C. L. (1981) The Dataflow Programming Language CAJOLE - An Informal Introduction. ACM Sigplan Notices, 16 (7), 35-44.
French, E. F. and Glaser, H. (1983) TUKI, A Data Flow Processor. Computer Architecture News, 11 (1), 12-18.
Glaser, H., Hankin, C. L. and Till, D. (1984) Principles of functional programming , Prentice Hall
Glaser, H. and Hayes, S. (1986) Another implementation technique for applicative languages. Robinet, B. and Wilhelm, R. (eds.) Proc. 1st European Symp. on programming (ESOP), LNCS 213. pp. 70-81 .
Hankin, C. L., Till, D. R. and Glaser, H. (1986) Linking data flow and functional languages. Byte, 11 (5), 123-134.
Glaser, H. and Thompson, P. (1987) Lazy garbage collection. Software: Practice and Experience, 17 (1), 1-4.
Glaser, H. (1987) On the parallel evaluation of expressions in functional languages. Chiricozzi, E. and d'Amico, A. (eds.) Parallel processing and Applications. pp. 327-332 .
Glaser, H., Hankin, C. L. and Till, D. (1987) Principes de Programmation Fonctionelle , Masson
Till, D. R., Hankin, C. L. and Glaser, H. (1987) Applicative Languages and Data Flow. Eisenbach, S. (ed.) Functional Programming: Languages, Tools and Architectures. pp. 128-140 .
Cox, S., Glaser, H. and Reeve, M. (1988) Compiling functional languages. Johnsson, T., Peyton Jones, S. L. and Karlsson, K. (eds.) Proc. Int. Workshop on Implementation of functional languages. pp. 145-156 .
Glaser, H., Reeve, M. J. and Wright, S. (1988) Analysis of Reference Count Garbage Collection Schemes for Declarative Languages. International Conference on Computer Science.
Cox, S. M., Glaser, H. and Reeve, M. J. (1989) Compiling Functional Languages for Arrays of Transputers. International Symposium for Young Computer Professionals.
Glaser, H., Cox, S. M. and Reeve, M. J. (1989) Compiling Functional Languages for the Transputer. K. Boyanov, St. Markov (ed.) Proc. Workshop on Parallel Distributed Computing. pp. 171-181 .
Glaser, H., Hartel, P. H. and Wild, J. M. (1990) A pragmatic approach to the analysis and compilation of lazy functional languages. Boyanov, K. (ed.) Proc. 2nd Int. Conf. Parallel and distributed processing. pp. 169-184 .
Glaser, H., Cox, S. M. and Reeve, M. J. (1990) Implementing Functional Languages on the Transputer. Proc. Workshop on Functional Programming. pp. 287-295 .
Glaser, H. (1990) Implementing Functional Languages on the Transputer. Pickering, A. (ed.) Research Journal. pp. 49-52 .
Harrison, R. and Glaser, H. (1990) The Gamma model as a functional programming tool s.n.
Glaser, H., Hartel, P. H. and Wild, J. M. (1991) Compiling lazy functional languages: A pragmatic approach. Pickering, J. A. (ed.) Research Journal. pp. 50-52 .
Glaser, H. and Henderson, P. (1991) Functional Programming. McDermid, J. A. (ed.) Software Engineer's Reference Handbook. 35/1-35/6 .
Glaser, H. (1991) Distributed Prolog Execution. Pickering, A. (ed.) Research Journal. pp. 33-37 .
Hartel, P. H., Glaser, H. and Wild, J. M. (1991) On the benefits of different analyses in the compilation of functional languages. Glaser, H. and Hartel, P. H. (eds.) Proc. 3rd Int. Conf. Implementation of functional languages on parallel architectures. pp. 123-145 .
Wild, J. M., Glaser, H. and Hartel, P. H. (1991) Statistics on storage management in a lazy functional language implementation. Boyanov, K. (ed.) Proc. 3rd Int. Conf. Parallel and distributed processing. pp. 73-87 .
Verden, A. R. and Glaser, H. (1992) Intelligent Backtracking in AND-Parallel Prolog. Darlington, J. and Dietrich, R. (eds.) Proc. PHOENIX Seminar and Workshop on Declarative Programming. pp. 116-132 .
Verden, A. R. and Glaser, H. (1992) An AND-Parallel Distributed Prolog Executor. Kacsuk, P. and Wise, M. J. (eds.) Distributed Prolog. pp. 143-158 .
Wild, J. M., Glaser, H. and Hartel, P. H. (1992) Compiling lazy functional languages: A storage management perspective. Pickering, J. A. (ed.) Research Journal. pp. 39-42 .
Zwolinski, M., Glaser, H. and Peh, K. (1992) Circuit Simulation - A Functional Programming Approach. Pickering, A. (ed.) Research Journal. pp. 99-102 .
Carpenter, D. B. and Glaser, H. (1993) A Grid-based Scientific Problem, Expressed in Haskell. Journal of Functional Programming, 3 (1), 29-31.
Glaser, H. and Roure, D. De (1993) Parallel and symbolic computing in the undergraduate curriculum s.n.
Glaser, H. and Sivess, V. (1993) An applicative language in the introductory programming unit s.n.
Glaser, H. and Sivess, V. (1993) Un language fonctionnel pour le cours d'initiation à la programmation. Spécif, 93, 14-25.
Hartel, P. H., Glaser, H. and Wild, J. M. (1993) FAST compiler user's guide. FAST: Functional programming for arrays of transputers -- The collected papers. pp. 247-264 .
Syed-Mustaffa, S. M. S. and Glaser, H. (1993) Predicting Optimal AND-Parallelism at Compile Time. Proc. Workshop on Concurrent, Distributed and Parallel Implementation of Logic Programming Systems. pp. 89-100 .
Glaser, H. and Harrison, R. (1993) Data Abstraction in Modula 2. Information and Software Technology, 35 (11/12), 619-626.
Hartel, P. H., Glaser, H. and Wild, J. M. (1994) Compilation of functional languages using flow graph analysis. Software: Practice and Experience, 24 (2), 127-173.
Hartel, P. H. and Glaser, H. (1994) An application of a functional language in Operational Research. Pickering, J. A. (ed.) Research Journal. pp. 119-121 .
Sivess, V. J. D. and Glaser, H. (1994) Coherent Metaphor Sequences in the Teaching of Programming. al., G. A King et (ed.) Software Engineering in Higher Education. pp. 251-258 .
Glaser, H. and Smedley, T. J. (1995) PSH - The Next Generation of Command Line Interfaces. 11th Intl. IEEE Symposium on Visual Languages. pp. 29-36 .
Lanaspre, B. and Glaser, H. (1995) Type Inference in Prograph. Johnsson, T (ed.) Proc. Workshop on the Implementation of Functional Languages. pp. 96-113 .
Glaser, H., Hartel, P. H. and Garratt, P. W. (2000) Programming by Numbers: A Programming Method for Complete Novices. Computer Journal, 43 (4), 252-265.
Leonard, Thomas and Glaser, Hugh (2001) Large scale acquisition and maintenance from the web without source access. Handschuh, Siegfried, Dieng-Kuntz, Rose and Staab, Steffan (eds.) Workshop 4, Knowledge Markup and Semantic Annotation, K-CAP 2001. pp. 97-101 .
Alani, Harith, Dasmahapatra, Srinandan, Gibbins, Nicholas, Glaser, Hugh, Harris, Steve, Kalfoglou, Yannis, O'Hara, Kieron and Shadbolt, Nigel (2002) Managing Reference: Ensuring Referential Integrity of Ontologies for the Semantic Web. 13th International Conference on Knowledge Engineering and Knowledge Management (EKAW'02), Sigenza, Spain. pp. 317-334 .
schraefel, m.c., Shadbolt, Nigel R., Gibbins, Nicholas, Glaser, Hugh and Harris, Stephen (2004) CS AKTive Space: Representing Computer Science in the Semantic Web. World Wide Web Conference 2004. pp. 384-392 .
Shadbolt, Nigel R., schraefel, m.c., Gibbins, Nicholas, Glaser, Hugh and Harris, Stephen , Goble, Carol (ed.) (2004) Walking Through CS AKTive Space: A demonstration of an integrated SemanticWeb Application. Journal of Web Semantics, 1 (4), 415-420.
Glaser, Hugh, Alani, Harith, Carr, Les, Chapman, Sam, Ciravegna, Fabio, Dingli, Alexei, Gibbins, Nicholas, Harris, Stephen, schraefel, m.c. and Shadbolt, Nigel (2004) CS AKTive Space: Building a Semantic Web Application. Bussler, Christopher, Davies, John, Fensel, Dieter and Studer, Rudi (eds.) In The Semantic Web: Research and Applications (First European Web Symposium, ESWS 2004). Springer-Verlag. pp. 417-432 .
Hartel, Pieter, Muller, Henk and Glaser, Hugh , Peyton Jones, Simon L. and Wadler, Philip L. (eds.) (2004) The Functional “C” experience. Journal of Functional Programming, 14 (2), 129-135. (doi:10.1017/S0956796803004817).
Shadbolt, Nigel R., Gibbins, Nicholas, Glaser, Hugh, Harris, Stephen and schraefel, m.c. (2004) CS AKTive Space or how we stopped worrying and learned to love the Semantic Web. IEEE Intelligent Systems, 19 (3), 41-47.
Alani, Harith, Gibbins, Nicholas, Glaser, Hugh, Harris, Stephen and Shadbolt, Nigel (2005) Monitoring Research Collaborations Using Semantic Web Technologies. 2nd European Semantic Web Conference (ESWC), Crete. pp. 664-678 .
Cox, Simon, Alani, Harith, Glaser, Hugh and Harris, Stephen (2004) The Semantic Web as a Semantic Soup. 1st Workshop on Friend of a Friend, Social Networking and the Semantic Web, Galway, Ireland. 31 Aug - 01 Sep 2004.
Lewy, T., Glaser, H. and Shadbolt, N. (2005) A Framework for Reference Management in the Semantic Web s.n.
Brewster, Christopher, Glaser, Hugh and Haughton, Barny (2005) AKTive Food: Semantic Web based knowledge conduits for the Organic Food Industry. ISWC Workshop, Semantic Web Case Studies and Best Practices for eBusiness, SWCASE05, Galway, Ireland.
Millard, Ian, Jaffri, Afraz, Glaser, Hugh and Rodriguez-Castro, Benedicto (2006) Using a Semantic MediaWiki to interact with a knowledge based infrastructure. 15th International Conference on Knowledge Engineering and Knowledge Management, , Podebrady, Czech Republic. 01 - 05 Oct 2006.
Smith, A, Hall, W, Glaser, H and Carr, L A (2006) Towards Truly Ubiquitous Life Annotation. Memories for Life Colloquium 2006, The British Library, London, United Kingdom.
Glaser, Hugh (2006) Semantic Squirrels. The 5th International Semantic Web Conference, Athens, GA, United States. 05 - 09 Nov 2006.
Rodriguez-Castro, Benedicto, Glaser, Hugh and Carr, Les (2006) Towards a Canonical Method to Solve Patterns of Ontology Modeling Issues (9 Month Report) s.n. (Submitted)
Glaser, Hugh (2007) Prototype Knowledge Base: an on-line information service in dependability and security. ReSIST First Open Workshop, Budapest, Hungary. 21 - 22 Mar 2007.
Glaser, Hugh, Millard, Ian, Anderson, Tom and Randell, Brian (2007) ReSIST Project Deliverable D10: Prototype knowledge base s.n.
Anderson, Tom, Andrews, Zoe, Fitzgerald, John, Randell, Brian, Glaser, Hugh and Millard, Ian (2007) The ReSIST Resilience Knowledge Base. DSN 2007 - The 37th Annual IEEE/IFIP International Conference on Dependable Systems and Networks, Edinburgh, United Kingdom. 24 - 27 Jun 2007.
Glaser, Hugh, Millard, Ian, Rodriguez-Castro, Benedicto and Jaffri, Afraz (2007) Demonstration:Knowledge-Enabled Research Infrastructure. 4th European Semantic Web Conference, Innsbruck, Austria. 02 - 06 Jun 2007.
Jaffri, Afraz, Glaser, Hugh and Millard, Ian (2007) URI Identity Management for Semantic Web Data Integration and Linkage. 3rd International Workshop On Scalable Semantic Web Knowledge Base Systems, Vilamoura, Algarve, Portugal. 25 - 30 Nov 2007.
Jaffri, Afraz and Glaser, Hugh (2007) Knowledge Enhanced Searching on the Web. 6th International Semantic Web Conference Doctoral Consortium, Busan,Korea.
Glaser, Hugh, Millard, Ian and Jaffri, Afraz (2008) RKBExplorer.com:A Knowledge Driven Infrastructure for Linked Data Providers. European Semantic Web Conference, Tenerife, Spain. 31 May - 04 Jun 2008. pp. 797-801 .
Jaffri, Afraz, Glaser, Hugh and Millard, Ian (2008) URI Disambiguation in the Context of Linked Data. Linked Data on the Web (LDOW2008), Beijing, China.
Glaser, Hugh, Lewy, Tim, Millard, Ian and Dowling, Ben (2007) On Coreference and the Semantic Web s.n. (In Press)
Rodriguez-Castro, Benedicto and Glaser, Hugh (2008) Whose “Fault” Is This? Untangling Domain Concepts in an Ontology of Resilient Computing. Fast Abstracts at the 7th European Dependable Computing Conference (EDCC-7), Kaunas, Lithuania. 06 - 08 May 2008. (Submitted)
Rodriguez-Castro, Benedicto, Glaser, Hugh and Carr, Leslie (2007) On the practical modeling of conceptual overlap among multiple facets in ontology domain concepts (Mini-thesis) s.n. (Submitted)
Glaser, Hugh, Harris, Steve, Page, Kevin and Smith, Daniel Alexander (2004) WhatILike - Position Paper. 1st Workshop on Friend of a Friend, Social Networking and the Semantic Web, Galway, Ireland. 31 Aug - 01 Sep 2004.
Jaffri, Afraz, Glaser, Hugh and Millard, Ian (2008) Managing URI Synonymity to Enable Consistent Reference on the Semantic Web. IRSW2008 - Identity and Reference on the Semantic Web 2008, Tenerife, Spain.
Rodriguez-Castro, Benedicto and Glaser, Hugh (2008) Whose "Fault" Is This? Untangling Domain Concepts in Ontology Design Patterns. 1st International Workshop on Knowledge Reuse and Reengineering over the Semantic Web at the 5th European Semantic Web Conference, Tenerife, Spain. 31 May - 04 Jun 2008.
Rodriguez-Castro, Benedicto and Glaser, Hugh (2008) Untangling Domain Concepts in Ontology Design Patterns. Poster at the 5th European Semantic Web Conference, Tenerife, Spain. 31 May - 04 Jun 2008.
Jaffri, Afraz, Glaser, Hugh and Millard, Ian (2008) An Infrastructure for Managing URI Synonymity on the Semantic Web (Poster). 5th European Semantic Web Conference, Tenerife, Spain. 31 May - 04 Jun 2008.
Glaser, Hugh, Millard, Ian, Jaffri, Afraz, Lewy, Tim and Dowling, Ben (2008) On Coreference and The Semantic Web. 7th International Semantic Web Conference, Karlsruhe, Germany. 25 - 30 Oct 2008. (Submitted)
Rodriguez-Castro, Benedicto, Glaser, Hugh and Millard, Ian (2009) View inheritance as an extension of the normalization ontology design pattern. Workshop on Ontology Patterns in the 8th International Semantic Web Conference (ISWC 2009), Washington DC, United States. 24 Oct 2009.
Laprie, Jean-Claude, Glaser, Hugh and Millard, Ian (2008) RKBExplorer. BoF Session at DSN 2008 - The 38th Annual IEEE/IFIP International Conference on Dependable Systems and Networks, Anchorage, Alaska, United States. (In Press)
Glaser, Hugh and Millard, Ian (2008) An Integrated Knowledge Base for European Dependability Research. (In Press)
Glaser, Hugh (2008) Diversity. (In Press)
Glaser, Hugh and Millard, Ian (2008) RKBExplorer.com: Anatomy of a Semantic Web Application. KISTI Workshop, Seoul, Korea. (Submitted)
Glaser, Hugh and Millard, Ian (2008) RKBExplorer.com: Anatomy of a Semantic Web Application. Seminar at DERI, Galway, DERI, Galway, Ireland. (In Press)
Glaser, Hugh, Millard, Ian, Anderson, Tom, Andrews, Zoe, Fitzgerald, John and Randell, Brian (2009) A Knowledge Base for Dependability and Security Research s.n. (In Press)
Glaser, Hugh, Millard, Ian and Carr, Les (2009) RKBExplorer: Repositories, Linked Data and Research Support. Eprints User Group, Open Repositories 2009, Atlanta, GA, United States.
Glaser, Hugh, Jaffri, Afraz and Millard, Ian (2009) Managing Co-reference on the Semantic Web. WWW2009 Workshop: Linked Data on the Web (LDOW2009), Madrid, Spain.
Glaser, Hugh and Millard, Ian (2009) RKB, sameAs and dotAC. 2009: Beyond the Repository Fringe. (In Press)
Glaser, Hugh, Millard, Ian, 성, 원경, 이, 승우, 김, 평 and 류, 범종 (2009) Research on Linked Data and Co-reference Resolution. International Conference on Dublin Core and Metadata Applications, Seoul, Korea. 11 - 15 Oct 2009. (In Press)
Glaser, Hugh and Millard, Ian (2009) Linked Data: Publishing and Consuming on the Semantic Web. Seminar at Tsinghua-Southampton Web Science Laboratory at Shenzhen, Shenzhen, PRC. (In Press)
Umbrich, Jürgen, Glaser, Hugh, Hastrup, Tuuka, Millard, Ian and Hausenblas, Michael (2009) Web of Data Plumbing - Lowering the Barriers to Entry. International Semantic Web Conference (ISWC), Washington DC, United States. 27 - 29 Oct 2009.
Glaser, Hugh and Millard, Ian (2009) RKBPlatform: Opening up Services in the Web of Data. International Semantic Web Conference, Washington DC, United States. 27 - 29 Oct 2009.
Correndo, Gianluca, Salvadores, Manuel, Millard, Ian, Glaser, Hugh and Shadbolt, Nigel (2010) SPARQL Query Rewriting for Implementing Data Integration over Linked Data. 1st International Workshop on Data Semantics (DataSem 2010), Lousanne, Switzerland.
Glaser, Hugh (2010) Distributed Authority. JISC Persistent Identifier Meeting. (In Press)
Glaser, Hugh (2010) Linked Data: Making things more accessible. Data-Intensive Research: how should we improve our ability to use data, e-Science Institute, Edinburgh. (In Press)
Salvadores, Manuel, Correndo, Gianluca, Szomszor, Martin, Yang, Yang, Gibbins, Nicholas, Millard, Ian, Glaser, Hugh and Shadbolt, Nigel (2010) Domain-specific backlinking services in the Web of Data. Web Intelligence, , Toronto, Canada. 6 pp . (In Press)
Glaser, Hugh (2010) The Semantic Web and Linked Data. International Conference on Advances and Emerging Trends in Computing Technologies, Chennai, Tamil Nadu, India. (In Press)
Glaser, Hugh and Millard, Ian (2010) Repositories and Linked Data. International Conference on Advances and Emerging Trends in Computing Technologies, Chennai, Tamil Nadu, India. (In Press)
Omitola, Tope, Millard, Ian, Glaser, Hugh, Gibbins, Nicholas and Shadbolt, Nigel (2010) From Information to Sense-Making: Fetching and Querying Semantic Repositories. In, KES 2010, Part IV, Lecture Notes in Artificial Intelligence, volume 6279. Springer.
Rodriguez-Castro, Bene, Glaser, Hugh and Carr, Les (2010) How to Reuse a Faceted Classification and Put it on the Semantic Web. The 9th International Semantic Web Conference (ISWC), Shanghai, China.
Rodriguez-Castro, Bene, Glaser, Hugh and Carr, Les (2010) Faceted Classification Scheme ODP. The 2nd Workshop on Ontology Patterns (WOP2010) at the 9th International Semantic Web Conference (ISWC), Shanghai, China.
Glaser, Hugh (2010) Pragmatics of Semantic Technologies in Education: Linked Data. SemHE '10: The Second International Workshop on Semantic Web Applications in Higher Education, University of Southampton, Southampton, United Kingdom. (In Press)
Millard, Ian, Glaser, Hugh, Salvadores, Manuel and Shadbolt, Nigel (2010) Consuming multiple linked data sources: Challenges and Experiences. First International Workshop on Consuming Linked Data (COLD2010), Shanghai, PRC.
Gibbins, Nicholas, Glaser, Hugh, Gutteridge, Christopher, Hall, Wendy, Millard, Ian and Shadbolt, Nigel (2010) The Web of Linked Data: A Tutorial. The Open Data Revolution and the Web of Linked Data. (In Press)
Glaser, Hugh (2011) Museum data, where next – consuming linked data. Cultural Heritage and the Semantic Web, British Museum. (In Press)
Glaser, Hugh (2011) Co-reference and sameAs.org. DevCSI Linked Data Hackdays, ILRT, Bristol, United Kingdom. (In Press)
Glaser, Hugh (2011) Consuming Linked Data services: rkbexplorer.com, ecs.soton.ac.uk, britishmuseum.org, dotac.info, google gadgets, Whozat. DevCSI Linked Data Hackdays, ILRT, Bristol, United Kingdom. (In Press)
Omitola, Temitope, Zuo, Landong, Gutteridge, Christopher, Millard, Ian, Glaser, Hugh, Gibbins, Nicholas and Shadbolt, Nigel (2011) Tracing the Provenance of Linked Data using voiD. The International Conference on Web Intelligence, Mining and Semantics (WIMS'11), Norway. 24 - 26 May 2011.
Omitola, Temitope, Millard, Ian, Glaser, Hugh, Gibbins, Nicholas and Shadbolt, Nigel (2010) Topological properties of the Linked Open Data Webgraph. First International Workshop on Consuming Linked Data (COLD2010). (Submitted)
Glaser, Hugh (2011) Consuming Linked Data. Linked Data Workshop - Oxford e-Research Centre, Oxford. (In Press)
Glaser, Hugh (2011) An Introduction to the Potential of Linked Data - RKBExplorer, ResearchSpace and sameAs.org. Kultivate project - Linked Data workshop, HEFCE, Centre Point, London, United Kingdom. (In Press)
Glaser, Hugh and Harry, Halpin (2012) The linked data strategy for global identity. IEEE Internet Computing, 16 (2), 68-71. (doi:10.1109/MIC.2012.39).
Al-Mahrubi, Ali, Correndo, Gianluca, Glaser, Hugh, Grieze, Augustinas, Lynch, Stephen, Millard, Ian C., Munyadzwe, Emmanuel, Omitola, Tope, Popov, Igor, Richardson, Darren P., Salvadores, Manuel, Smith, Daniel Alexander, Van Kleek, Max, Yang, Yang, schraefel, m.c., Hall, Wendy, Berners-Lee, Tim and Shadbolt, Nigel (2011) http://dayta.me - A personal news + data recommender for your day. LISC 2011: 1st International Workshop on Linked Science 2011, , Bonn, Germany. 24 Oct 2011.
Shadbolt, Nigel, O'Hara, Kieron, Berners-Lee, Tim, Gibbins, Nicholas, Glaser, Hugh, Hall, Wendy and schraefel, m.c. (2012) Linked open government data: lessons from Data.gov.uk. IEEE Intelligent Systems, 27 (3), Spring Issue, 16-24. (doi:10.1109/MIS.2012.23).
Li, Yunjia, Draffan, E.A., Glaser, Hugh, Millard, Ian, Newman, Russell, Wald, Mike, Wills, Gary and White, Magnus (2012) RailGB: using open accessibility data to help people with disabilities. International Semantic Web Conference 2012, , Boston, United States. 11 - 15 Nov 2012.
Glaser, Hugh (2013) Observing observatories: web observatories should use linked data. 1st International Workshop on Building Web Observatories, Paris, France. 5 pp .
Bartolomeo, Giovanni, Salsano, Stefano and Glaser, Hugh (2013) On the likelihood of an equivalence. OnTheMove 2013 (OTMA'13), Graz, Austria. 08 - 12 Sep 2013. (In Press)
Omitola, Tope, Davies, John, Duke, Alistair, Glaser, Hugh and Shadbolt, Nigel (2014) Linking social, open, and enterprise data. WIMS14: 4th International Conference on Web Intelligence, Mining and Semantics, Thessaloniki, Greece. 01 - 03 Jun 2014. 8 pp . (doi:10.1145/2611040.2611086).
Glaser, Hugh (2014) It’s all about Identification. Workshop on Reconciliation of Linked Open Data, New York City, United States.
Keller, Michael A, Persons, Jerry, Glaser, Hugh and Calter, Mimi (2011) Report of the Stanford Linked Data Workshop Council on Library and Information Resources 80pp.
Tarte, Ségolène, Willcox, Pip, Glaser, Hugh and De Roure, David (2015) Archetypal Narratives in Social Machines: Approaching Sociality through Prosopography. WebSci '15, Oxford, United Kingdom. 27 - 30 Jun 2015. 10 pp . (doi:10.1145/2786451.2786471).
Hooper, Clare, Bailey, Brian, Glaser, Hugh and Hendler, James (2016) Social machines in practice: solutions, stakeholders and scopes. WebSci 2016, Hannover, Germany. 21 - 24 May 2016. 5 pp . (In Press)
Ibanez Gonzalez, Luis, Millard, Ian, Glaser, Hugh and Simperl, Elena (2019) An assessment of adoption and quality of linked data in European open government data. Ghidini, C. (ed.) In The Semantic Web – ISWC 2019. Springer. pp. 436-453 .
Teaching, research, administration, enterprising, research supervision, etc.
Lie-Liang Yang received his M.Eng and Ph.D degrees in communications and electronics from Northern (Beijing) Jiaotong University, Beijing, China in 1991 and 1997, respectively, and his B.Eng degree in communications engineering from Shanghai Tiedao University, Shanghai, China in 1988. Additionally, he received a Postgraduate Certificate in Education from University of Southampton, Southampton, UK in 2005.
From June 1997 to December 1997 he was a visiting scientist to the Institute of Radio Engineering and Electronics, Academy of Sciences of the Czech Republic. Since December 1997, he has been with the School of Electronics and Computer Science, University of Southampton, UK, where he was first a Postdoctoral Research Fellow (Dec. 1997 - Aug. 2002), then a Lecturer (Sept. 2002 - Feb. 2006), then a Reader (Mar. 2006 - June 2010) and has been the Professor of Wireless Communications since June 2010. He has research interest in a range of areas in wireless communications, wireless networks and signal processing for wireless communications, as well as molecular and nano communications. He published 400+ research papers, which include 200+ journal papers and 210+ conference papers. He authored one book entitled Multicarrier Communications, which was published by John Wiley & Sons. This book was also translated into Chinese and published by the Publishing House of Electronic Industry of China. He co-authored two books entitled Single- and Multi-Carrier DS-CDMA - Multiuser Detection, Space-Time Spreading, Synchronization and Standards and Near-Capacity Variable-Length Coding, respectively, both of which were jointly published by John Wiley & Sons and IEEE Press. Additionally, he published 10+ book chapters. For the details of my publications, please visit https://www.ecs.soton.ac.uk/people/llyang#publications.
Prof. Yang is a Fellow of the IEEE in the USA, and a Fellow of the IET (previously IEE) in the UK. He was a Distinguished Lecturer of the IEEE Vehicular Technology Society. He acted as TPC/symposium/area/track/workshop chairs for various conferences and was involved in the teams of Technical Programme Committees (TPC) of many conferences. He is a subject editor to the IET Electronics Letters, served as an associate editor to the IEEE Transactions on Vehicular Technology, Journal of Communications and Networks (JCN), Security and Communication Networks (SCN) Journal, etc., and he is currently an associate editor to the IEEE Access. He was one of the guest editors for the special issues in: IEEE Journal on Selected Areas in Communications (2013), IEEE Wireless Communication Magazine (2013), IEEE Communication Magazine (2014), IEEE Systems Journal (2015), EURASIP Journal on Wireless Communications and Networking (2011), China Communications.
Yang, L-L. and Hanzo, L. (1999) Residue Number System Arithmetic Assisted M-ary Modulation. IEEE Communications Letters, 3 (2), 28-30.
Yang, L-L and Hanzo, L (1998) Performance of Residue Number System Based DS-CDMA over Multipath Channels Using Orthogonal Sequences. European Transactions on Communications, 9 (6), 525-535.
Yang, L-L. and Hanzo, L. (1999) Overlapping M-ary Frequency Shift Keying Spread-Spectrum Multiple-Access Systems using Random Signature Sequences. IEEE Transactions on Vehicular Technology, 48 (6), 1984-1995.
Yang, L-L and Simsa, J. (1998) Performance evaluation of spread-spectrum code acquisition system using four-state Markov Process. Proceedings of ISSSTA'98. 848--852 .
Yang, L-L and Li, C. S. (1996) DS-CDMA Performance of Random Orthogonal Codes over Nakagami multipath fading channels. Proceedings of ISSSTA'96. 68--72 .
Yang, L-L and Li, C. S. (1996) Extreme Performance evaluation for cellular DS-SFH Systems. Proceedings of ISSSTA'96. 1282--1286 .
Yang, L-L, Simsa, J. and Li, C. S. (1998) Performance of RNS based Orthogonal DS-CDMA System with Concatenated Coding and Diversity. HKIE Transactions, 5 (2), 62--67.
Yang, L-L and Simsa, J. (2000) Performance evaluation of spread-spectrum code acquisition system using four-state Markov process. IEE Proceedings Communications, 147 (4), 231-238.
Yang, L-L. and Hanzo, L. (2000) Parallel Code-Acquisition for Multicarrier DS-CDMA Systems Communicating over Multipath Nakagami Fading Channels. GLOBECOM'2000, San Francisco, United States. 27 Nov - 01 Dec 2000. pp. 890-894 .
Yang, L-L. and Hanzo, L. (2000) Performance Comparison of FH/MC DS-CDMA with Single- and Multi-Carrier DS-CDMA. IST Mobile Communications Summit 2000, Galway, Ireland. 30 Sep - 03 Oct 2000. pp. 705-710 .
Yang, L-L, Li, C. S. and Nie, T. (1996) A fault-tolerant data-transmission model based on RRNS. Proceedings of SPIE. pp. 517-522 .
Yang, L. L. and Li, C. S. (1996) RNS combinatory orthogonal DS-SSMA performance over multipath fading channels. Proceedings of Int. Conf. on Personal, Mobile and Spread-Spectrum Commun..
Yang, L. L. and Li, C. S. (1994) FH codes for use in CDMA and study of its long-distance FH patterns. Proceedings of Int. Conf. on Personal, Mobile and Spread-Spectrum Commun.. 12.5.1-12.5.4 .
Yang, L-L. and Hanzo, L. (2000) A Recursive Algorithm for the Error Probability Evaluation of $M$-QAM. IEEE Communications Letters, 4 (10), 304-306.
Choi, B.J., Münster, M., Yang, L-L. and Hanzo, L. (2001) Performance of Rake Receiver Assisted Adaptive-Modulation Based CDMA over Frequency Selective Slow Rayleigh Fading Channels. Electronics Letters, 37 (4), 247-248.
Yang, L.L. and Hanzo, L. (2001) Unified error control procedure for global telecommunications systems using redundant residue number system codes. Wireless World Research Forum, , Munich, Germany.
Yang, L.L and Hanzo, L. (2001) Adaptive Wireless Transceivers. Wireless World Research Forum, , Munich, Germany. No. 0301023 .
Yang, L-L. and Hanzo, L. (2001) Performance Analysis of Coded $M$-ary Orthogonal Signaling Using Errors-and Erasures Decoding Over Frequency-Selective Fading Channels. IEEE Journal on Selected Areas in Communications, 19 (2), 211-221.
Yang, L-L. and Hanzo, L. (2001) Acquisition performance study of single- and multi-carrier DS-CDMA over Nakagami-m fading channels. VTC'2001 (Spring), , Rhodes, Greece. 05 - 08 May 2001. pp. 2460-2464 .
Ng, S.X., Liew, T.H., Yang, L-L. and Hanzo, L. (2001) Comparative Study of TCM, TTCM, BICM and BICM-ID Schemes. VTC'2001 (Spring), , Rhodes, Greece. 05 - 08 May 2001. pp. 2450-2454 .
Yang, L-L. and Hanzo, L. (2001) Minimum-Distance Decoding of Redundant Residue Number System Codes. ICC'2001, Helsinki, Finland. 10 - 14 Jun 2001. pp. 2975-2979 .
Yang, L-L. and Hanzo, L. (2001) 'Errors-and-Erasures' decoding in RS coded DS-CDMA using noncoherent M-ary orthogonal modulation. Eurocon'2001, Bratislava, Slovakia. 03 - 06 Jul 2001. pp. 41-45 .
Yang, L-L. and Hanzo, L. (2001) Slow Frequency-Hopping Multicarrier DS-CDMA for Transmission over Nakagami Multipath Fading Channels. IEEE Journal on Selected Areas in Communications, 19 (7), 1211-1221.
Yang, L-L. and Hanzo, L. (2001) Low-Complexity Erasure Insertion in Frequency-Hopping Spread-Spectrum Communications Subjected to Fading and Partial-Band Interference. Globecom'2001, San Antonio, United States. pp. 796-800 .
Yang, L-L. and Hanzo, L. (2001) A Unified Approach to the Analysis of Multicarrier DS-CDMA over Nakagami-$M$ Fading Channels. Globecom'2001, San Antonio, United States. 25 - 29 Nov 2001. pp. 3429-3433 .
Yang, L-L. and Hanzo, L. (2002) Software-Defined-Radio-Assisted Adaptive Broadband Frequency Hopping Multicarrier DS-CDMA. IEEE Communications Magazine, 40 (3), 174-183.
Yang, L-L. and Hanzo, L. (2002) Performance of Wideband CDMA Using Space-Time Spreading over Multipath Nakagami Fading Channels. ICC'2002, New York, United States. pp. 626-630 .
Yang, L.L. and Hanzo, L. (2002) Near-Instantaneously Adaptive Space-Time Spreading Assisted Wideband CDMA. 2nd European Workshop on Software Definable Radios, Athens, Greece. 20 - 21 Jun 2002. 0-0 .
Yang, L-L. and Hanzo, L. (2002) A Flexible Transmit Diversity Assisted Broadband Multicarrier DS-CDMA Scheme. Wireless'2002, , Calgary, Canada. 07 - 09 Jul 2002. pp. 89-97 .
Yang, Lie-Liang and Hanzo, Lajos (2002) Serial Acquisition Performance of Single- and Multi-carrier DS-CDMA over Nakagami-$m$ Fading Channels. IEEE Transactions on Wireless Communications, 1 (4), 692-702.
Yang, Lie-Liang and Hanzo, Lajos (2002) Low complexity Erasure Insertion in RS-Coded SFH Spread-Spectrum Communications with Partial-Band Interference and Nakagami-$m$ Fading. IEEE Transactions on Communications, 50 (6), 914-925.
Yang, L-L. and Hanzo, L. (2001) Serial Acquisition of DS-CDMA Signals in Multipath Fading Mobile Channels. IEEE Transactions on Vehicular Technology, 50 (2), 617-628.
Liew, T.H., Pliquett, J., Yeap, B.L., Yang, L-L. and Hanzo, L. (2000) Concatenated Space Time Block Codes and TCM, Turbo TCM Convolutional as well as Turbo Codes. IEEE GLOBECOM'2000, San Francisco, United States. 27 Nov - 01 Dec 2000. pp. 1829-1833 .
Yang, L-L. and Hanzo, L. (1999) Blind Soft-Detection Assisted Frequency-Hopping Multicarrier DS-CDMA Systems. Globecom'99, Rio de Janeiro, Brazil. 05 - 09 Dec 1999. pp. 842-846 .
Yang, L-L and Hanzo, L (2002) Multistage Frequency-Hopping Assisted Ultra-Wideband Multiple-Access Communications. of ICC'2002, New York, United States. 27 Apr - 01 May 2002. pp. 748-752 .
Yang, L-L., Yen, K., Dillinger, M. and Hanzo, L. (2000) Performance of RS coded DS-CDMA using noncoherent M-ary orthogonal modulation over multipath fading channels. PIMRC'2000, , London, United Kingdom. 17 - 21 Sep 2000. pp. 584-588 .
Liew, T.H., Pliquett, J., Yeap, B.L., Yang, L-L. and Hanzo, L. (2000) Comparative Study of Space Time Block Codes and Various Concatenated Turbo Coding Schemes. PIMRC'2000, , London, United Kingdom. 17 - 21 Sep 2000. pp. 741-745 .
Yang, L-L. and Hanzo, L. (2000) Performance of Errors-and-Erasures Decoded Reed-Solomon Codes over Frequency-Selective Rayleigh Fading Channels using $M$-ary Orthogonal Signaling. VTC'2000, , Tokyo, Japan. 14 - 17 May 2000. pp. 854-858 .
Ng, S.X., Liew, T.H., Yang, L-L. and Hanzo, L. (2000) Binary BCH Turbo Coding Performance: Union Bound and Simulation Results. VTC'2000, , Tokyo, Japan. 14 - 17 May 2000. pp. 849-853 .
Liew, T.H., Yang, L-L. and Hanzo, L. (2000) Iterative Decoding of Redundant Residue Number System Codes. VTC'2000, , Tokyo, Japan. 14 - 17 May 2000. pp. 576-580 .
Yang, L-L. and Hanzo, L. (2001) 'Errors-and-Erasures' decoding performance of RS coded DS-CDMA using M-ary orthogonal signalling. VTC'2001 (Fall), Atlantic City, United States. 06 - 09 Oct 2001. pp. 1467-1471 .
Yang, L-L and Hanzo, L (2001) Multirate Transmission in Frequency-Hopping Multicarrier Direct-Sequence Code-Division Multiple Access Systems. VTC'2001 (Fall), Atlantic City, United States. 06 - 09 Oct 2001. pp. 52-56 .
Yang, L-L. and Hanzo, L. (2001) Redundant Residue Number System Based Error Correction Codes. VTC'2001 (Fall), Atlantic City, United States. 06 - 09 Oct 2001. pp. 1472-1476 .
Yang, L.L. and Hanzo, L. (2002) Improving the Throughput of DS-CDMA Systems Using Adaptive Rate Transmissions Based on Variable Spreading Factors. VTC'2002 (Fall), Vancouver, Canada. 23 - 27 Sep 2002. pp. 1816-1820 .
Yang, L-L. and Hanzo, L. (2002) Broadband MC DS-CDMA Using Space-Time and Frequency-Domain Spreading. VTC'2002 (Fall), Vancouver, Canada. 23 - 27 Sep 2002. pp. 1632-1636 .
Yang, L.L. and Hanzo, L. (2002) Space-Time Spreading Assisted Broadband MC DS-CDMA. VTC'2002 (Spring), , Birmingham, United States. 05 - 08 May 2002. pp. 1881-1885 .
Yang, L.L. and Hanzo, L. (2002) Performance of Wideband CDMA Using Adaptive Space-Time Spreading over Multipath Nakagami Fading Channels. VTC'2002 (Spring), , Birmingham, United States. 05 - 08 May 2002. pp. 615-619 .
Ng, S.X., Yang, L-L., Liew, T.H. and Hanzo, L. (2002) Space-Time Coding-Assisted Double-Spread Rake Receiver-Based CDMA for Dispersive Rayleigh Fading Environments. VTC'2002 (Spring), , Birmingham, United States. 05 - 08 May 2002. pp. 1670-1674 .
Wu, X., Yang, L.L. and Hanzo, L. (2002) Uplink Capacity Investigations of TDD/CDMA. VTC'2002 (Spring), , Birmingham, United States. 05 - 08 May 2002. pp. 997-1001 .
Liew, T.H., Yang, L-L. and Hanzo, L. (1999) Soft-Decision Redundant Residue Number System Based Error Correction Coding. VTC'99 (Fall), Amsterdam, The, Netherlands. 18 - 21 Sep 1999. pp. 2546-2550 .
Yang, L-L. and Hanzo, L. (1999) Serial Acquisition Techniques for DS-CDMA Signals in Frequency-Selective Multi-User Mobile Channels. VTC'99, Houston, Texas, United States. 15 - 18 May 1999. pp. 2398-2402 .
Yang, L-L. and Hanzo, L. (1999) Ratio Statistic Test Assisted Residue Number System Based Parallel Communication Schemes. VTC'99, Houston, Texas, United States. 15 - 18 May 1999. pp. 894-898 .
Yang, L-L. and Hanzo, L. (1999) Residue Number System Based Multiple Code DS-CDMA Schemes. VTC'99, Houston, Texas, United States. 15 - 18 May 1999. pp. 1450-1454 .
Yang, L-L. and Hanzo, L. (2002) Performance of Generalized Multicarrier DS-CDMA over Nakagami-$m$ Fading Channels. IEEE Transactions on Communications, 50 (6), 956-966.
Yang, Lie-Liang and Hanzo, L. (2002) Near-Instantaneously Adaptive Wireless Transceivers of the Near Future. In, Gibson, J.D. (ed.) The Communications Handbook. CRC Press, 91/1-91/14.
Yang, L-L. and Hanzo, L. (2002) Iterative Soft Sequential Estimation assisted acquisition of m-sequences. Electronics Letters, 38 (24), 1550-1551.
Yang, L-L and Hanzo, L. (2002) Residue Number System Assisted Fast Frequency-Hopped Synchronous Ultra-Wideband Spread-Spectrum Multiple-Access: A Design Alternative to Impulse Radio. IEEE Journal on Selected Areas of Communications, 20 (9), 1652-1663.
Hamaguchi, K., Yang, L-L. and Hanzo, L. (2003) Multi-Stage Multi-User Detection Assisted Fast-FH/MFSK. Electronics Letters, 39 (4), 399-400.
Yang, L-L. and Hanzo, L. (2002) A Residue Number System Based Parallel Communication Scheme using Orthogonal Signaling: Part I-System Outline. IEEE Transactions on Vehicular Technology, 51 (6), 1534-1546.
Yang, L-L. and Hanzo, L. (2002) Residue Number System Arithmetic Based Parallel Communication Scheme Using Orthogonal Signaling: Part II-Multipath Fading Channels. IEEE Transactions on Vehicular Technology, 51 (6), 1547-1559.
Yang, L-L. and Hanzo, L. (2003) Acquisition of $m$-Sequences Using Recursive Soft Sequential Estimation. of WCNC'2003, New Orleans, Louisiana, United States. 17 - 19 Mar 2003. pp. 683-687 .
Yang, L-L. and Hanzo, L. (2003) Generalized Multicarrier DS-CDMA Using Various Chip Waveforms. of WCNC'2003, New Orleans, Louisiana, United States. 17 - 19 Mar 2003. pp. 790-794 .
Hamaguchi, K., Yang, L-L. and Hanzo, L. (2003) On the performance of Multi-Stage Multi-User Detection Assisted Fast-FH/MFSK. VTC'2003 (Spring), Jeju Island, Jeju, Korea, Republic of. 21 - 24 Apr 2003. pp. 2798-2802 .
Yang, L-L. and Hanzo, L. (2003) Iterative soft sequential estimation aided differential acquisition of m-sequences. VTC'2003 (Spring), Jeju Island, Jeju, Korea, Republic of. 21 - 24 Apr 2003. pp. 1629-1633 .
Yang, L-L. and Hanzo, L. (2003) Performance of Generalized Multicarrier DS-CDMA Using Various Chip Waveforms. IEEE Transacations on Communications, 51 (5), 748-752.
Yang, L-L. and Hanzo, L. (2000) Blind Joint Soft-Detection Assisted Slow Frequency-Hopping Multicarrier DS-CDMA. IEEE Transactions on Communications, 48 (9), 1520-1529.
Yang, L-L. and Hanzo, L. (2000) Performance of Parallel Code Acquisition Schemes for Multicarrier CDMA over Frequency-Selective Rayleigh Fading Channels. IEEE PIMRC'2000, London, United Kingdom. 17 - 21 Sep 2000. pp. 119-123 .
Yang, L-L., Yen, K. and Hanzo, L. (2000) A Reed-Solomon Coded DS-CDMA System Using Noncoherent M-ary Orthogonal Modulation over Multipath Fading Channels. IEEE Journal on Selected Areas in Communications, 18 (11), 2240-2251.
Yang, L-L. and Hanzo, L. (1999) Slow Frequency-Hopping Multicarrier DS-CDMA. WPMC'99, Amsterdam, The, Netherlands. 19 - 22 Sep 1999. pp. 224-229 .
Yen, K., Yang, L-L. and Hanzo, L. (1999) Residual Number System Assisted CDMA: A New System Concept. ACTS'99, Sorrento, Italy. 07 - 10 Jun 1999. pp. 177-182 .
Yang, L-L. and Hanzo, L. (2003) Multicarrier DS-CDMA: A Multiple Access Scheme for Ubiquitous Broadband Wireless Communications. IEEE Communications Magazine, 116-124.
Yang, L-L., Hua, W. and Hanzo, L. (2003) Multiuser Detection in Multicarrier CDMA Systems Employing Both Time-Domain and Frequency-Domain Spreading. PIMRC'2003, , Beijing, China. 06 - 09 Sep 2003. pp. 1840-1844 .
Yang, L-L. and Hanzo, L. (2003) Fractionally Spread Multicarrier CDMA: A Multiple-Access Scheme for Various Wireless Channels. PIMRC'2003, , Beijing, China. 06 - 09 Sep 2003. pp. 270-274 .
Yang, L-L., Hua, W. and Hanzo, L. (2003) A Multicarrier DS-CDMA System Using Both Time-Domain and Frequency-Domain Spreading. of VTC'2003 (Fall), Orlando, Florida, United States. 05 - 08 Oct 2003.
Hanzo, L., Yang, L-L., Kuan, E.L. and Yen, K. (2003) Single- and Multi-Carrier DS-CDMA: Multi-USer Detection, Space-Time Spreading, Synchronisation, Standards and Networking , John Wiley & Sons
Yang, L-L. and Hanzo, L. (2001) Transmit Diversity Assisted Multicarrier DS-CDMA: A Flexible Multiple-Access Scheme for Ubiquitous Communications. WWRF Annual Workshop, Place de l'Opera, Paris, France. 06 - 07 Dec 2001.
Yang, L-L. and Hanzo, L. (2005) Performance of Broadband Multicarrier DS-CDMA using Space-Time Spreading-Assisted Transmit Diversity. IEEE Transactions on Wireless Communications, 4 (3), 885-894.
Hanzo, L., Yang, L-L, Munster, M and Choi, B.J. (2004) Recital on Multicarrier Communications: Space-Time Coded versus Adaptive OFDM/MC-CDMA. SympoTIC'04, Bratislava, Slovakia. 22 - 25 Oct 2004. X-XVIII .
Wang, J., Yang, L-L. and Hanzo, L. (2004) Iterative Construction of Reversible Variable-Length Codes and Variable-Length Error-Correcting Codes. IEEE Communications Letters, 8 (11), 671-673.
Yang, L-L. and Hanzo, L. (2004) Performance of Space-Division Multiple-Access Systems Communicating over Nakagami Fading Channels. IEEE VTC'04 (Spring), Milan, Italy. 16 - 18 May 2004. pp. 275-299 .
Wei, H., Yang, L-L. and Hanzo, L. (2004) Time- and Frequency-Domain Spreading Assisted MC DS-CDMA using Interference Rejection Spreading Codes for Quasi-Synchronous Communications. IEEE VTC'04 (Fall), Los Angeles, United States. 25 - 28 Sep 2004. pp. 389-393 .
Hu, B., Yang, L-L. and Hanzo, L. (2004) Performance of the Smart Antenna Aided Multicarrier DS-CDMA and its Uplink. IEEE VTC'04 (Fall), Los Angeles, United States. 25 - 28 Sep 2004. pp. 191-195 .
Hanzo, L., Yang, L-L., Munster, M. and Choi, B-J. (2004) Recital on Multicarrier Communications: Space-Time Coded Versus Adaptive OFDM/MC-CDMA. COST 289 Workshop, Budapest, Hungary. 06 - 08 Jul 2004. X-XXVIII .
Ng, S.X., Guo, F., Wang, J., Yang, L-L. and Hanzo, L. (2004) Joint Iterative-Detection of Reversible Variable-Length Coded Constant Bit Rate Vector-Quantized and Coded Modulation. European Signal Processing Conference (EUSIPCO), Vienna, Austria. pp. 2231-2234 .
Hua, W., Yang, L-L. and Hanzo, L. (2004) The Myth and Realities of Interference-Immune Spreading Codes: Time- and Frequency-Domain Spreading Aided MC-DS-CDMA Transceivers. XI. URSI Symposium, Poznan, Poland.
Yang, L-L. and Hanzo, L. (2004) Acquisition of m-Sequences using Soft Sequential Estimation. IEEE Transactions on Communications, 52 (2), 199-204.
Yang, L-L. and Hanzo, L. (2004) Minimum Mean Square Error Single-User Detection of SDMA Signals Transmitted over Nakagami Fading Channels. ICC'04, Paris, France. 19 - 23 Jun 2004. pp. 2511-2515 .
Yang, L-L. and Hanzo, L. (2004) Adaptive Rate DS-CDMA Systems using Variable Spreading Factors. IEEE Transactions on Vehicular Technology, 53 (1), 72-81.
Yang, L-L. and Hanzo, L. (2005) Differential Acquisition of m-Sequences using Recursive Soft Sequential Estimation. IEEE Transactions on Wireless Communications, 4 (1), 128-136.
Wang, J., Othman, N.S., Kliewer, J., Yang, L-L. and Hanzo, L. (2005) Turbo-Detected Unequal Error Protection Irregular Convolutional Codes Designed for the Wideband Advanced Multirate Speech Codec. IEEE VTC'05 (Fall), Intercontinental Hotel, Dallas, United States. 24 - 27 Sep 2005. pp. 927-931 .
Ng, S.X., Guo, F., Wang, J., Yang, L.-L. and Hanzo, L. (2004) Jointly optimised iterative source-coding, channel-coding and modulation for transmission over wireless channels. VTC'04 (Spring), , Milan, Italy. 16 - 18 May 2004. pp. 313-317 .
Ng, S. X., Maunder, R. G., Wang, J., Yang, L.-L. and Hanzo, L. (2004) Joint Iterative-Detection of Reversible Variable-Length Coded Constant Bit Rate Vector-Quantized Video and Coded Modulation. European Signal Processing Conference (EUSIPCO), Vienna, Austria. 05 - 09 Sep 2004. pp. 2231-2234 .
Yang, L-L. and Hanzo, L. (2005) Adaptive Space-Time-Spreading-Assisted Wideband CDMA Systems Communicating over Dispersive Nakagami-m Fading Channels. EURASIP Journal on Wireless Communications and Networking, 2005 (2), 216-230.
Yang, L-L. and Hanzo, L. (2005) Performance of Fractionally Spread Multicarrier CDMA in AWGN as Well as Slow and Fast Nakagami-m Fading Channels. IEEE Transactions on Vehicular Technology, 54 (5), 1817-1827.
Hua, W., Yang, L-L. and Hanzo, L. (2005) Interference-Free Broadband Single- and Multi-Carrier DS-CDMA. IEEE Communications Magazine, 43 (2), 68-73.
Liu, W., Yang, L-L. and Hanzo, L. (2005) Wideband Channel Estimation and Prediction in Single-Carrier Wireless Systems. 2005 IEEE 61st Vehicular Technology Conference, Clarion Hotel, Stockholm, Sweden. 29 - 31 May 2005. pp. 543-547 .
Wang, J., Yang, L-L. and Hanzo, L. (2005) Iterative channel equalization, channel decoding and source decoding. In 2005 IEEE 61st Vehicular Technology Conference. IEEE. pp. 518-522 . (doi:10.1109/VETECS.2005.1543345).
Wei, H, Yang, L-L. and Hanzo, L. (2005) A Space-Time Spreading Assisted Multicarrier DS-CDMA System using OVSF Codes Employing Adaptive Mode Switching Thresholds and Adaptive Modulation. IEEE VTC'05 (Fall), Intercontinental Hotel, Dallas, United States. 24 - 27 Sep 2005. pp. 142-146 .
Maunder, R. G., Kliewer, J., Ng, S. X., Wang, J., Yang, L-L. and Hanzo, L. (2005) Iterative Joint Video and Channel Decoding in a Trellis-Based Vector-Quantized Video Codec and Trellis-Coded Modulation Aided Wireless Videophone. IEEE VTC05 (Fall), Dallas, Texas, United States. 24 - 27 Sep 2005. pp. 922-926 .
Ng, S.X., Wang, J., Yang, L-L. and Hanzo, L. (2005) Variable Length Space Time Coded Modulation. IEEE VTC'05 (Fall), Intercontinental Hotel, Dallas, United States. 24 - 27 Sep 2005. pp. 1049-1053 .
Ahmed, S., Yang, L-L. and Hanzo, L. (2005) Erasure Insertion in RS-Coded SFH MFSK Subjected to Tone Jamming and Rayleigh Fading. In VTC-2005-Fall : IEEE 62nd Vehicular Technology Conference, 2005. IEEE. pp. 917-921 . (doi:10.1109/VETECF.2005.1558059).
Hu, B., Yang, L-L. and Hanzo, L. (2005) Performance of the Smart Antenna Aided Generalized Multicarrier DS-CDMA Downlink using both Time-Domain Spreading and Steered Space-Time Spreading. IEEE VTC'05 (Fall), Intercontinental Hotel, Dallas, United States. 24 - 27 Sep 2005. pp. 458-462 .
Hu, B., Yang, L-L. and Hanzo, L. (2005) Performance of the Smart Antenna Aided Generalized Multicarrier DS-CDMA Downlink using both Time-Domain Spreading and Steered Space Time Spreading. IEE 3G and Beyond, Savoy Place, London, United Kingdom. 07 - 09 Nov 2005. pp. 149-153 .
Ahmed, S., Yang, L-L. and Hanzo, L. (2005) Diversity Combining for Fast Frequency Hopping Multiple Access Systems Subjected to Nakagami-m Fading. IEE 3G and Beyond, Savoy Place, London, United Kingdom. 07 - 09 Nov 2005. pp. 235-239 .
Wei, H, Yang, L-L. and Hanzo, L. (2005) Slow Frequency Hopping Assisted MC DS-CDMA using Large Area Synchronised Spreading Sequences. IEE 3G and Beyond, Savoy Place, London, United Kingdom. 07 - 09 Nov 2005. pp. 125-129 .
Hanzo, L. and Yang, L-L. (2003) Cross-Layer Optimisation of Wireless Systems. PIMRC'03, Beijing, China. 06 - 09 Sep 2003.
Wu, N., Ahmed, S., Alamri, O., Yang, L-L. and Hanzo, L. (2006) A Sphere-Packing Modulated Space-Frequency Diversity Aided FFH-Assisted DSTBC System. IEEE WCNC'06, Las Vegas, Nevada, United States. 02 - 05 Apr 2006. pp. 1881-1886 .
Hu, H., Zhu, J. and Yang, L.-L. (2005) Performance Evaluation of Distributed-Antenna Communications Systems Using Beam-Hopping. Wireless Communications and Mobile Computing Journal, 4 (1), 45-56.
Yang, L.-L. (2006) MIMO Assisted Space-Code-Division Multiple-Access: Linear Detectors and Performance over Multipath Fading Channels. IEEE Journal on Selected Areas in Communications, 24 (1), 121-131.
Yang, L.-L. (2006) Time-Hopping Multicarrier Code-Division Multiple-Access. IEEE Transactions on Vehicular Technology, 56 (2), 731-741. (doi:10.1109/TVT.2006.889577).
Wang, J., Ng, S.X., Wolfgang, A., Yang, L-L., Chen, S. and Hanzo, L. (2006) Near-capacity three-stage MMSE turbo equalization using irregular convolutional codes. Turbo-Coding-2006, Munich, Germany. 02 - 06 Apr 2006. 6 pages .
Pham, A.Q., Wang, J., Yang, L-L. and Hanzo, L. (2006) An Iterative Detection Aided Unequal Error Protection Wavelet Video Scheme Using Irregular Convolutional Codes. IEEE VTC'06 (Spring), Melbourne, Australia. 06 - 09 May 2006. pp. 2484-2488 .
Tee, R.Y.S., Nguyen, T.D., Yang, L-L. and Hanzo, L. (2006) Serially Concatenated Luby Transform Coding and Bit-Interleaved Coded Modulation Using Iterative Decoding for the Wireless Internet. IEEE VTC'06 Spring, Melbourne, Australia. 06 - 09 May 2006. pp. 22-26 .
Yang, L-L., Wang, J., Maunder, R. G. and Hanzo, L. (2006) Iterative Equalization and Source Decoding for Vector Quantized Sources. IEEE VTC'06 (Spring), Melbourne, Australia. 06 - 09 May 2006. pp. 2349-2353 .
Ahmed, S., Yang, L-L. and Hanzo, L. (2006) Mellin Transform Based Performance Analysis of Fast Frequency Hopping Using Product Combining. IEEE VTC'06 (Spring), Melbourne, Australia. 06 - 09 May 2006. pp. 1635-1639 .
Liu, W., Yang, L-L. and Hanzo, L. (2006) Recurrent Neural Network Based Narrowband Channel Prediction. IEEE VTC'06 (Spring), Melbourne, Australia. 06 - 09 May 2006. pp. 2173-2177 .
Ahmed, S., Yang, L-L. and Hanzo, L. (2006) Successive Interference Cancellation in Clipped and Product Combining aided FFH Multi-User Systems. IEEE VTC'06 (Spring), Melbourne, Australia. 06 - 09 May 2006. pp. 2188-2192 .
Hu, B., Liu, W., Yang, L.-L. and Hanzo, L. (2006) Multiuser Decorrelating Based Long-Range Frequency-Domain Channel Transfer Function Prediction in Multicarrier DS-CDMA Systems. ISSSTA '06, Manaus, Amazon, Brazil. 27 - 30 Aug 2006. pp. 163-167 .
Zhang, J.M, Yang, L-L., Liu, X. and Hanzo, L. (2006) Inter-Carrier Interference Analysis of OFDM Systems Communicating Over Rapidly-Fading Nakagami-m Channels. IEEE ISSSTA '06, Manaus, Amazon, Brazil. 27 - 30 Aug 2006. pp. 79-83 .
Wei, H., Yang, L-L. and Hanzo, L. (2006) On the Performance of Band-Limited Asynchronous DS-CDMA over Nakagami-m Channels. IEEE Transactions on Wireless Communications, 5 (7), 1586-1593.
Liew, T.H., Yang, L-L. and Hanzo, L. (2006) Systematic redundant residue number system codes: analytical upper bound and iterative decoding performance over AWGN and Rayleigh channels. IEEE Transactions on Communications, 54 (6), 1006-1016.
Wei, H., Yang, L-L. and Hanzo, L. (2006) On the Uplink Performance of LAS-CDMA. IEEE Transactions on Wireless Communications, 5 (5), 1187-1196.
How, H.T., Liew, T.H., Kuan, E-L., Yang, L-L. and Hanzo, L. (2006) A Redundant Residue Number System Coded Burst-by-Burst Adaptive Joint-Detection Based CDMA Speech Transceiver. IEEE Transactions on Vehicular Technology, 55 (1), 387-396.
Yang, L-L., Wei, H. and Hanzo, L. (2006) Multiuser Detection Assisted Time- and Frequency-Domain Spread Multicarrier Code-Division Multiple-Access. IEEE Transactions on Vehicular Technology, 55 (1), 397-404.
Hu, B., Yang, L-L. and Hanzo, L. (2006) Subspace-Based Blind and Group-Blind Space-Time Multiuser Detection for the Generalized Multicarrier DS-CDMA Uplink. IEEE VTC'06 (Fall), , Montreal, Canada. 24 - 27 Sep 2006. 5 pages .
Wang, J., Ng, S.X., Yang, L-L. and Hanzo, L. (2006) Combined Serially Concatenated Codes and MMSE Equalization: an EXIT Chart Aided Perspective. IEEE VTC'06 (Fall), , Montreal, Canada. 24 - 27 Sep 2006. 5 pages .
Yang, Lie-Liang (2006) Time-Hopping Multicarrier Code-Division Multiple-Access: System Outline and Performance. 2006 IEEE 17th International Symposium on Personal, Indoor and Mobile Radio Communications, Helsinki, Finland. pp. 1-5 . (doi:10.1109/PIMRC.2006.254401).
Fang, W, Yang, L-L and Hanzo, L (2006) Single-User Performance of Uplink DS-CDMA using Relay-Assisted Diversity. IEEE PIMRC'06, Helsinki, Finland. 10 - 13 Sep 2006. pp. 1-5 .
Yang, Lie-Liang and Fang, Wei (2006) Performance of Cellular DS-CDMA Systems Using Distributed Antennas. 2006 IEEE 17th International Symposium on Personal, Indoor and Mobile Radio Communications, Helsinki, Finland. 5 pages .
Yang, Lie-Liang (2006) Reduced-Rank MMSE Detection in Space-Time Coded Space-Division Multiple-Access Systems. 2006 IEEE 17th International Symposium on Personal, Indoor and Mobile Radio Communications, Helsinki, Finland. pp. 1-5 .
Yang, Lie-Liang (2006) Performance of MMSE Multiuser Detection in Cellular DS-CDMA Systems Using Distributed Antennas. IEEE 63rd Vehicular Technology Conference, 2006. VTC 2006-Spring., Melbourne, Australia. pp. 274-278 .
Chen, X.-C., Fang, Wei and Yang, Lie-Liang (2005) Performance of multiple-input multiple-output wireless communications systems using distributed antennas. 2005 IEEE 61st Vehicular Technology Conference, 2005. VTC 2005-Spring..
Wei, H, Yang, L-L. and Hanzo, L (2006) Downlink Space–Time Spreading Using Interference Rejection Codes. IEEE Transactions on Vehicular Technology, 55 (6), 1838-1847.
Hu, B., Yang, L-L. and Hanzo, L (2006) Differential space-time modulation schemes for smart antenna aided generalized multicarrier DS-CDMA systems. IEEE WCNC'06, Las Vegas, Nevada, United States. 02 - 05 Apr 2006. pp. 1650-1654 .
Ahmed, S., Ng, S.X., Yang, L.L. and Hanzo, L. (2007) Iterative Decoding and Soft Interference Cancellation in Fast Frequency Hopping Multiuser System Using Clipped Combining. IEEE WCNC'07, Hong Kong. 11 - 15 Mar 2007. pp. 723-728 .
Maunder, R. G., Wang, J., Ng, S. X., Yang, L-L. and Hanzo, L. (2007) Iteratively Decoded Irregular Variable Length Coding and Trellis Coded Modulation. IEEE Workshop on Signal Processing Systems, Shanghai, China. 16 - 18 Oct 2007. pp. 222-227 .
Nguyen, T.D., Yang, L-L. and Hanzo, L. (2007) Systematic Luby Transform Codes and their Soft Decoding. IEEE SiPS'07, Shanghai, China. 16 - 18 Oct 2007. pp. 67-72 .
Ahrens, A., Liu, W., Ng, S.X., Kuehn, V., Yang, L-L. and Hanzo, L. (2007) SVD-Aided, Iteratively Detected Spatial Division Multiplexing Using Long-Range Channel Prediction. IEEE SiSP'07, Shanghai, China. 16 - 18 Oct 2007. pp. 391-396 .
Xu, C., Hu, B, Yang, L-L and Hanzo, L (2007) Multi-Functional Antenna Array Assisted MC DS-CDMA Using Downlink Preprocessing Based on Singular Value Decomposition. IEEE VTC'07 (Spring), Dublin, Ireland. 21 - 24 Apr 2007. pp. 1936-1940 .
Yang, D., Yang, L-L. and Hanzo, L. (2007) Performance of MIMO Systems using Transmitter Preprocessing Based on Limited Noisy Feedback. IEEE VTC'07 (Spring), Dublin, Ireland. 21 - 24 Apr 2007. pp. 2119-2123 .
Liu, W., Yang, L.L. and Hanzo, L. (2007) Subspace Tracking Based Blind MIMO Transmit Preprocessing. IEEE VTC'07 (Spring), Dublin, Ireland. 21 - 24 Apr 2007. pp. 2228-2232 .
Pham, A.Q., Wang, J., Yang, L-L. and Hanzo, L. (2007) An Iterative Detection Aided Irregular Convolutional Coded Wavelet Videophone Scheme Using Reversible Variable-Length Codes and Map Equalization. IEEE VTC'07 (Spring), Dublin, Ireland. 21 - 24 Apr 2007. pp. 2404-2408 .
Nguyen, T.D., Guo, F.C., Yang, L-L. and Hanzo, L. (2007) Amalgamated Generalized Low Density Parity Check and Luby Transform Codes for the Wireless Internet. IEEE VTC'07 (Spring), Dublin, Ireland. 21 - 24 Apr 2007. pp. 2440-2444 .
Ng, S.X., Liu, W., Yang, L-L. and Hanzo, L. (2007) Channel Prediction Aided Coded Modulation Assisted Eigen-Beamforming. IEEE VTC'07 (Spring), Dublin, Ireland. 21 - 24 Apr 2007. pp. 1742-1746 .
Ahmed, S., Yang, L-L. and Hanzo, L. (2007) Mellin Transform Based Performance Analysis of FFH M-ary FSK Using Product Combining Against Partial Band Noise Jamming. IEEE VTC'07 (Spring), Dublin, Ireland. 21 - 24 Apr 2007. pp. 1901-1905 .
Ng, S. X., Wang, J., Tao, M., Yang, L.-L. and Hanzo, L. , Vitetta, G. (ed.) (2007) Iteratively Decoded Variable Length Space-Time Coded Modulation: Code Construction and Convergence Analysis. IEEE Transactions on Wireless Communications, 6 (5), 1953-1963.
Maunder, R. G., Kliewer, J., Ng, S. X., Wang, J., Yang, L.-L. and Hanzo, L. (2007) Joint Iterative Decoding of Trellis-Based VQ and TCM. IEEE Transactions on Wireless Communications, 6 (4), 1327-1336.
Liu, W., Ng, S. X., Yang, L-L. and Hanzo, L. (2007) Joint Channel Prediction Aided Differentially Encoded TTCM and BICMID Assisted Eigen-Beamforming. Electronics Letters, 43 (4), 232-234.
Pham Quang, A., Yang, L-L and Hanzo, L (2007) Joint Optimization of Iterative Source and Channel Decoding Using Over-Complete Source-Mapping. IEEE VTC'07(Fall), Baltimore, United States. 29 Sep - 02 Oct 2007. pp. 1072-1076 .
Maunder, R.G., Wang, J., Ng, S.X., Yang, L-L. and Hanzo, L. (2008) On the performance and complexity of irregular variable length codes for near-capacity joint source and channel coding. IEEE Transactions on Wireless Communications, 7 (4), 1338-1347. (doi:10.1109/TWC.2008.060891).
Ahmed, S., Maunder, R. G., Yang, L-L., Ng, S. X. and Hanzo, L. (2007) Joint Source Coding, Unity Rate Precoding and FFH-MFSK Modulation using Iteratively Decoded Irregular Variable Length Coding. IEEE VTC'07 (Fall), Baltimore, MD, United States. 29 Sep - 02 Oct 2007. pp. 1042-1046 .
Ng, S.X., Liu, W., Wang, J., Tao, M., Yang, L.-L. and Hanzo, L (2007) Performance Analysis of Iteratively Decoded Variable-Length Space-Time Coded Modulation. IEEE ICC'07, Glasgow, UK, United Kingdom. 23 - 27 Jun 2007. pp. 5921-5926 .
Alamri, O., Wang, J., Ng, S.X., Yang, L.-L. and Hanzo, L. (2007) Near-Capacity Transceiver Design Using Exit-Curve Fitting: Three-Stage Turbo Detection of Irregular Convolutional Coded Joint Sphere-Packing Modulation and Space-Time Coding. IEEE ICC 2007, Glasgow., United Kingdom. 23 - 27 Jun 2007. pp. 4028-4033 .
Xu, C., Hu, B., Yang, L-L. and Hanzo, L. (2008) Ant-colony-based multiuser detection for multifunctional-antenna-array-assisted MC DS-CDMA systems. IEEE Transactions on Vehicular Technology, 57 (1), 658-663.
Ahmed, S., Maunder, R. G., Yang, L-L. and Hanzo, L. (2008) Iterative Detection of Three-Stage Concatenated FFH-MFSK. IEEE WCNC'08, Las Vegas, Nevada, United States. 30 Mar - 02 Apr 2008. pp. 906-911 .
Xu, C., Yang, L.-L., Maunder, R. G. and Hanzo, L. (2008) Near-Optimum Soft-Output Ant-Colony-Optimization Based Multiuser Detection for the DS-CDMA uplink. IEEE ICC'08, Beijing, China. 18 - 22 May 2008. pp. 795-799 .
Zhang, X.W., Ni, J.J., Yang, Lie-Liang and Li, C.S. (1998) Some performance evaluation for cellular DS-SFH systems. Chinese Journal of Radio Sciences, 13 (3), 275-279.
Yang, Lie-Liang and Li, C.S. (1997) Residue Number System assisted mapping sequence spread-spectrum multiple-access: system outline and performance. Journal of Institute of Communications of China, 18 (1), 62-67.
Yang, Lie-Liang and Li, C.S. (1997) Error performance of coherent DS-CDMA using orthogonal codes in frequency-selective Nakagami fading channels. China Journal of Electronica, 16 (1), 23-28.
Yang, Lie-Liang and Nie, T. (1997) Fault-tolerant performance of data transmission systems based on RRNS. Journal of Electronics of China, 14 (2), 140-147.
Yang, Lie-Liang and Nie, T. (1997) Performance of a RNS-assisted spread-spectrum multiple-access system. Journal of Railway Society of China, 19 (5), 70-76.
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Yang, Lie-Liang (2008) A zero-forcing multiuser transmitter preprocessing scheme for downlink communications. IEEE Transactions on Communications, 56 (6), 862-865. (doi:10.1109/TCOMM.2008.060354). (In Press)
Yang, Lie-Liang and Chen, Hsiao-Hwa (2008) Error probability of digital communications using relay diversity over Nakagami-m fading channel. IEEE Transactions on Wireless Communications, 7 (5), 1806-1811. (doi:10.1109/TWC.2008.061086).
Yang, Lie-Liang and Hanzo, Lajos (2004) Recursive algorithm for the error probability evaluation of M-QAM. In, Quadrature Amplitude Modulation - From Basic to Adaptive Trellis-Coded, Turbo-Equalised and Space-Time Coded OFDM, CDMA and MC-CDMA Systems by L. Hanzo, et.al. John Wiley & Sons and IEEE Press, pp. 142-148.
Keller, T., Liu, T. H., Yang, L-L and Hanzo, L (2004) Block-Coded Adaptive OFDM. In, Hanzo, L, Ng, S X, Keller, T and Webb, W (eds.) Quadrature Amplitude Modulation - From Basic to Adaptive Trellis-Coded, Turbo-Equalised and Space-Time Coded OFDM, CDMA and MC-CDMA Systems (2nd Ed) by L. Hanzo. et.al. John Wiley & Sons and IEEE Press, pp. 583-607.
Liew, T.H., Yang, Lie-Liang and Hanzo, Lajos (2002) Redundant Residue Number System Codes. In, Turbo Coding, Turbo Equalisation and Space-Time Coding by L. Hanzo, et.al. John Wiley & Sons and IEEE Press, pp. 257-316.
Yen, K., Yang, Lie-Liang and Hanzo, Lajos (2001) CDMA Systems: Third-generation and Beyond. In, Wireless Video Communications: Second to Third Generation Systems and Beyond, by L. Hanzo, et.al. John Wiley & Sons and IEEE Press, pp. 365-455.
Yang, Lie-Liang and Wang, Li-Chun (2008) Zero-Forcing and Minimum Mean-Square Error Multiuser Detection in Generalized Multicarrier DS-CDMA Systems for Cognitive Radio. EURASIP Journal on Wireless Communications and Networking, 2008.
Yang, Lie-Liang (2007) Design Linear Multiuser Transmitters from Linear Multiuser Receivers. IEEE International Conference on Communications 2007, Glasgow, United Kingdom. 23 - 27 Jun 2007.
Yang, Lie-Liang (2007) Multiuser Transmission via Multiuser Detection: Altruistic-Optimization and Egocentric-Optimization. IEEE VTC2007-Spring, Dublin, Ireland. 21 - 24 Apr 2007.
Yang, Lie-Liang (2007) Joint Transmitter-Receiver Design in TDD Multiuser MIMO Systems: An Egocentric/Altruistic Optimization Approach. IEEE VTC2007-Spring, Dublin, Ireland. 21 - 24 Apr 2007.
Ahmed, Qasim Zeeshan and Yang, Lie-Liang (2007) Performance of Hybrid Direct-Sequence Time-Hopping Ultrawide Bandwidth Systems over Nakagami-m Fading Channels. IEEE PIMRC'2007, Athens, Greece. 02 - 06 Sep 2007.
Zhang, Jiliang and Yang, Lie-Liang (2007) Performance of Space-Code-Division Multiple-Access Systems Using Reduced-Rank Detection. IEEE VTC2007-Spring, Dublin, Ireland. 21 - 24 Apr 2007.
Fang, W, Yang, L-L and Hanzo, L (2007) Single-User Performance of Relay-Assisted DS-CDMA with Power Allocation and Inter-Relay Interference Suppression. IEEE VTC'07 (Fall), Baltimore, MD, United States. 29 Sep - 02 Oct 2007. pp. 1004-1008 .
Fang, W, Yang, L-L and Hanzo, L (2007) Performance of Relay-Assisted DS-CDMA Conflicting Multiuser/Inter-Relay Interference in Nakagami-m Fading Channels. IEEE VTC'07 (Fall), Baltimore, MD, United States. 29 Sep - 02 Oct 2007. pp. 1027-1031 .
El-Hajjar, M, Tee, R, Hu, B, Yang, L-L and Hanzo, L (2007) Downlink Steered Space-Time Spreading Assisted Generalised Multicarrier DS-CDMA Using Sphere-Packing-Aided Multilevel Coding. IEEE VTC'07 (Fall), Baltimore, MD, United States. 29 Sep - 02 Oct 2007. pp. 472-476 .
Ahmed, S, Yang, L-L, Hanzo, L and Guo, F (2007) Soft Decoding Assisted Interference Cancellation in a Non-Binary LDPC Coded Fast Frequency Hopping Multiuser System Using Product Combining. IEEE VTC'07 (Fall), Baltimore, United States. pp. 1717-1721 .
Xu, C, Yang, L-L and Hanzo, L (2007) Ant-Colony-Based Multiuser Detection for MC DS-CDMA Systems. IEEE VTC'07 (Fall), Baltimore, MD, United States. 29 Sep - 02 Oct 2007. pp. 960-964 .
Tee, R, Nguyen Dang, T, Ng, S, Yang, L-L and Hanzo, L (2007) Luby Transform Coding Aided Bit-Interleaved Coded Modulation for the Wireless Internet. IEEE VTC'07 (Fall), Baltimore, MD, United States. 29 Sep - 02 Oct 2007. pp. 2025-2029 .
Wei, C-Y, Nguyen Dang, T, Wu, N, Akhtman, J., Yang, L-L and Hanzo, L (2007) Luby Transform Coding Aided Iterative Detection for Downlink SDMA Systems. IEEE SiPS, Shanghai, China. 16 - 18 Oct 2007. pp. 397-402 .
El-Hajjar, Mohammed, Hu, B, Yang, L-L and Hanzo, L (2007) Coherent and Differential Downlink Space-Time Steering Aided Generalised Multicarrier DS-CDMA. IEEE Transactions on Wireless Communications, 6 (11), 3857-3863.
Ahmed, S, Yang, L-L and Hanzo, L (2007) Erasure Insertion in RS-Coded SFH MFSK Subjected to Tone Jamming and Rayleigh Fading. IEEE Transactions on Vehicular Technology, 56 (6), 3563-3571.
Pham Quang, A, Yang, L-L and Hanzo, L. (2008) Unequal Error Protection Irregular Over-Complete Mapping for Wavelet Coded Wireless Video Telephony Using Iterative Source and Channel Decoding. IEEE WCNC'08, Las Vegas, Nevada, United States. 30 Mar - 02 Apr 2008. pp. 1251-1255 .
Nguyen Dang, Thanh, Yee Siong, Ronald, Yang, Lie-Liang and Hanzo, Lajos (2008) H-ARQ-Aided Systematic Luby Transform Codes. IEEE Journal on Selected Areas in Communications. (Submitted)
Wu, N., Nguyen Dang, T., Wei, C.Y., Yang, L-L and Hanzo, L. (2008) Integrated LT Coding, Bit Interleaved Differential Space Time Coding and Sphere Packing Modulation for the Wireless Internet. IEEE VTC'08 (Spring), Marina Bay, Singapore. 10 - 13 May 2008. pp. 344-348 .
Nguyen Dang, Thanh, El Hajjar, Mohammed, Yang, Lie-Liang and Hanzo, Lajos (2008) A Systematic Luby Transform Coded V-BLAST System. IEEE ICC'08, Beijing, China. 18 - 22 May 2008. pp. 775-779 .
Liu, W., Yang, Lie-Liang and Hanzo, Lajos (2008) SVD Aided Joint Transmitter and Receiver Design for the Uplink of Multiuser Detection Assisted MIMO Systems,. IEEE ICC'08, Beijing, China. 18 - 22 May 2008. pp. 4095-4099 .
Liu, Wei, Yang, Lie-Liang and Hanzo, Lajos (2008) Channel Prediction Aided Multiuser Transmission in SDMA. IEEE VTC'08 (Spring), Marina Bay, Singapore. 10 - 13 May 2008. pp. 1330-1334 .
Fang, W., Yang, Lie-Liang and Hanzo, Lajos (2008) Single-User Performance of Direct-Sequence Code-Division Multiple-Access Using Relay Diversity and Power Allocation. IET Proceedings Communications, 2 (3), 462-472.
Yang, LL (2008) Performance of Multiantenna Multicarrier DS-CDMA Using OVSF Codes Assisted Space-Time Spreading in Time-Selective Fading Channels. IET Proceeedings Communications, 2 (5), 708-719. (doi:10.1049/iet-com:20070297).
Yang, Lie-Liang (2009) Multicarrier Communications , John Wiley & Sons
Ahmed, Qasim Zeeshan, Liu, Wei and Yang, Lie-Liang (2008) Least Mean Square Aided Adaptive Detection in Hybrid Direct-Sequence Time-Hopping Ultrawide Bandwidth Systems. IEEE VTC2008-Spring, Singapore. 10 - 13 May 2008.
Fang, Wei, Yang, Lie-Liang and Hanzo, Lajos (2008) Performance of Relay-Aided DS-CDMA Downlink Systems Communicating over Nakagami-m Fading Channels. IEEE VTC'08 (Fall), Calgary, Alberta, Canada. 5 pages .
Fang, Wei, Yang, Lie-Liang and Hanzo, Lajos (2008) Performance of Relay-Aided DS-CDMA Experiencing Propagation Pathloss and Nakagami Fading. IEEE VTC'08 (Fall), Calgary, Alberta, Canada. 5 pages .
Liu, Wei, Yang, Lie-Liang and Hanzo, Lajos (2008) SVD Assisted Joint Transmitter and Receiver Design for the Downlink of MIMO Systems. IEEE VTC'08 (Fall), Calgary, Alberta, Canada. 5 pages .
Yang, Du, Liu, Wei, Yang, Lie-Liang and Hanzo, Lajos (2008) Channel Prediction and Predictive Vector Quantization Aided Channel Impulse Response Feedback for SDMA Downlink Preprocessing. IEEE VTC'08 (Fall), Calgary, Alberta, Canada. 5 pages .
Ahmed, Sohail, Yang, Lie-Liang and Hanzo, Lajos (2008) Mellin-Transform-Based Performance Analysis of FFH $M$ -ary FSK Using Product Combining for Combatting Partial-Band Noise Jamming. IEEE Transactions on Vehicular Technology, 2757-2765.
Hu, Bin, Yang, Lie-Liang and Hanzo, Lajos (2008) Time- and Frequency-Domain-Spread Generalized Multicarrier DS-CDMA Using Subspace-Based Blind and Group-Blind Space–Time Multiuser Detection. IEEE Transactions on Vehicular Technology, 3235-3241.
Yang, Du, Wu, Nan, Yang, Lie-Liang and Hanzo, Lajos (2008) Closed-loop linear dispersion coded eigen-beam transmission and its capacity. Electronics Letters, 1144-1146.
Yang, Lie-Liang (2008) Capacity and Error Performance of Reduced-Rank Transmitter Multiuser Preprocessing Based on Minimum Power Distortionless Response. IEEE Transactions on Wireless Communications, 7 (11), 4646-4655.
Liu, Wei, Yang, Lie-Liang and Hanzo, Lajos (2009) SVD-Assisted Multiuser Transmitter and Multiuser Detector Design for MIMO Systems. IEEE Transactions on Vehicular Technology, 1016-1021.
Xu, Chong, Maunder, Robert G., Yang, Lie-Liang and Hanzo, Lajos (2009) Near-Optimum Multiuser Detectors Using Soft-Output Ant-Colony-Optimization for the DS-CDMA Uplink. IEEE Signal Processing Letters, 16 (2), 137 -140.
Alamri, Osamah, Wang, Jin, Ng, Soon, Yang, Lie-Liang and Hanzo, Lajos (2009) Near-Capacity Three-Stage Turbo Detection of Irregular Convolutional Coded Joint Sphere-Packing Modulation and Space-Time Coding. IEEE Transactions on Communications, 57 (5), 1486-1495.
Fang, Wei, Yang, Lie-Liang and Hanzo, Lajos (2009) Performance of DS-CDMA downlink using transmitter preprocessing and relay diversity over Nakagami-m fading channels. IEEE Transactions on Wireless Communications, 8 (2), 678-682.
Fang, Wei, Yang, Lie-Liang and Hanzo, Lajos (2009) Transmitter Preprocessing Assisted Cooperative Downlink Transmission in DS-CDMA Systems Experiencing Propagation Pathloss and Nakagami-m Fading. IEEE Transactions on Vehicular Technology.
Yang, Du, Nasruminallah, , Yang, Lie-Liang and Hanzo, Lajos (2009) SVD-aided Unequal-Protection Spatial Multiplexing for Wireless Video Telephony. IEEE Vehicular Technology Conference, Barcelona, Spain.
Ahmed, Sohail, Yang, Lie-Liang and Hanzo, Lajos (2009) Soft Metrics and EXIT Chart Analysis of Noncoherent MFSK with Diversity Reception. IEEE Vehicular Technology Conference, Barcelona, Spain.
Wei, Chun-Yi, Yang, Du, Yang, Lie-Liang and Hanzo, Lajos (2009) Iterative Detection Aided DL SDMA Systems Using Quantized Channel Impulse Response. IEEE Vehicular Technology Conference, Barcelona, Spain.
Yang, Lie-Liang (2009) Minimum Mean-Square Error and Maximum Likelihood Multiuser Detection: Statistical Properties and Applications. IEEE Vehicular Technology Conference, Barcelona, Spain.
Yuan, Ke, Liu, Wei and Yang, Lie-Liang (2009) Reliability-Aided Multiuser Detection in Time-Frequency-Domain Spread Multicarrier DS-CDMA Systems. IEEE Vehicular Technology Conference, Barcelona, Spain.
Ahmed, Qasim and Yang, Lie-Liang (2009) Low-Complexity Reduced-Rank Adaptive Detection in Hybrid Direct-Sequence Time-Hopping Ultrawide Bandwidth Systems. IEEE Vehicular Technology Conference, Barcelona, Spain.
Ahmed, Qasim, Yang, Lie-Liang and Chen, Sheng (2009) Reduced-rank adaptive least bit error-rate detection in hybrid direct-sequence time-hoping ultrawide bandwidth systems. IEEE ICC'09, Dresden, Germany. 13 - 17 Jun 2009.
Chen, Sheng and Yang, Lie-Liang (2009) Downlink MBER beamforming transmitter based on uplink MBER beamforming receiver for TDD-SDMA systems. 2009 IEEE Workshop on Statistical Signal Processing, Cardiff, UK, United Kingdom. 30 Aug - 02 Sep 2009. pp. 433-436 .
Sugiura, Shinya, Yang, Du, Chen, Sheng, Yang, Lie-Liang and Hanzo, Lajos (2009) Effect of array geometry on the capacity of the turbo-coded beamforming aided uplink. VTC2009-Fall, Anchorage, Alaska, United States. 19 - 22 Sep 2009. 4 pages .
Yang, Du, Yang, Lie-Liang and Hanzo, Lajos (2009) Imperfect Channel Knowledge Based Ergodic Channel Capacity of Transmit Beamforming. IEEE VTC'09 Fall, Anchorage, Alaska, United States. 19 - 22 Sep 2009.
Zhang, Jiayi, Yang, Lie-Liang and Hanzo, Lajos (2009) Multi-User Performance of the Amplify-and-Forward Single-Relay Assisted SC-FDMA Uplink. 2009 IEEE 70th Vehicular Technology Conference: VTC2009-Fall, Anchorage, Alaska, United States. 19 - 22 Sep 2009.
Ahmed, Sohail, Maunder, Robert G., Yang, Lie-Liang and Hanzo, Lajos (2009) Iterative Detection of Unity-Rate Precoded FFH-MFSK and Irregular Variable-Length Coding. IEEE Transactions on Vehicular Technology, 58 (7), 3765 -3770.
Zhang, Jiayi, Yang, Lie-Liang and Hanzo, Lajos (2010) Power-Efficient Opportunistic Amplify-and-Forward Single-Relay Aided Multi-User SC-FDMA Uplink. 2010 IEEE 71st Vehicular Technology Conference: VTC2010-Spring, Taipei, Taiwan. 15 - 18 May 2010.
Fang, Wei, Yang, Lie-Liang and Hanzo, Lajos (2009) Transmitter-Preprocessing-Assisted Cooperative Downlink Transmission in DS-CDMA Systems Experiencing Propagation Path Loss and Nakagami- Fading. IEEE Transactions on Vehicular Technology, 58 (8), 4182-4192.
Zhang, Jiayi, Yang, Lie-Liang and Hanzo, Lajos (2011) Energy-Efficient Channel-Dependent Cooperative Relaying for the Multiuser SC-FDMA Uplink. IEEE Transactions on Vehicular Technology, 60 (3), 992-1004.
Pham, A.Q., Yang, L.L., Othman, N.S. and Hanzo, L. (2008) EXIT-chart optimized block codes for wireless video telephony. IEEE Transactions on Circuits and Systems for Video Technology, 18 (12), 1671-1680. (doi:10.1109/TCSVT.2008.2004937).
Yang, L.L. and Fang, W. (2009) Performance of Distributed-Antenna DS-CDMA Systems Over Composite Lognormal Shadowing and Nakagami-m-Fading Channels. IEEE Transactions on Vehicular Technology, 58 (6), 2872-2883.
Ahmed, Q.Z. and Yang, L.L. (2010) Reduced-rank adaptive multiuser detection in hybrid direct-sequence time-hopping ultrawide bandwidth systems. IEEE Transactions on Wireless Communications, 9 (1), 156-167. (doi:10.1109/TWC.2010.01.081172).
Hanzo, Lajos, Maunder, Robert G., Wang, Jin and Yang, Lie-Liang (2010) Near-Capacity Variable-Length Coding , Wiley
Xu, Chong, Yang, Lie-Liang and Hanzo, Lajos (2010) Ant-Colony Based Near-ML Space-Time Multiuser Detection for the STBC Assisted DS-CDMA Uplink. VTC 2010 Spring, Taipei. 15 - 18 May 2010. (doi:10.1109/VETECS.2010.5493616).
Xu, Chong, El-Hajjar, Mohammed, Maunder, Robert G., Yang, Lie-Liang and Hanzo, Lajos (2010) Performance of the Space-Time Block Coded DS-CDMA Uplink Employing Soft-Output ACO-Aided Multiuser Space-Time Detection and Iterative Decoding. 2010 IEEE 71st Vehicular Technology Conference (VTC 2010-Spring), , Taipei, Taiwan. 15 - 18 May 2010. pp. 1-5 . (doi:10.1109/VETECS.2010.5493768).
Yang, Du, Yang, Lie-Liang and Hanzo, Lajos (2010) DFT-based Beamforming Weight-Vector Codebook Design for Spatially Correlated Channels in the Unitary Precoding Aided Multiuser Downlink. ICC 2010, Cape Town, South Africa. 22 - 26 May 2010. (doi:10.1109/ICC.2010.5502350).
Cao, Jianfei, Yang, Lie-Liang and Zhong, Zhangdui (2010) Performance of Multihop Wireless Links over Generalized-K Fading Channels. VTC2010-FALL Ottawa, Canada, Ottawa, Canada. 05 - 08 Sep 2010.
Yang, Lie-Liang (2010) Receiver Multiuser Diversity Aided Multi-Stage MMSE Multiuser Detection for DS-CDMA and SDMA Systems Employing I-Q Modulation. VTC2010-FALL Ottawa, Canada, Ottawa, Canada. 05 - 08 Sep 2010.
Qin, Yang and Yang, Lie-Liang (2010) Throughput Analysis of General Network Coding Nodes Based on SW-ARQ Transmission. VTC2010-FALL Ottawa, Canada, Ottawa, Canada. 05 - 08 Sep 2010.
Chen, Sheng and Yang, Lie-Liang (2010) Downlink MBER transmit beamforming design based on uplink MBER receive beamforming for rank-deficient TDD-SDMA systems. Communications and Network, 2 (3), 145-151.
Ahmed, Qasim, Yang, Lie-Liang and Chen, Sheng (2011) Reduced-rank adaptive least bit-error-rate detection in hybrid direct-sequence time-hopping ultrawide bandwidth systems. IEEE Transactions on Vehicular Technology, 60 (3), 849-857.
Zuo, Jing, Dong, Chen, Ng, Soon, Yang, Lie-Liang and Hanzo, Lajos (2011) Energy-Efficient Routing in Ad Hoc Networks Relying on Channel State Information and Limited MAC Retransmissions. VTC2011-Fall, San Francisco, United States. 05 - 08 Sep 2011.
Yang, Du, Xu, Chao, Yang, Lie-Liang and Hanzo, Lajos (2011) Transmit Diversity Assisted Space Shift Keying for Colocated and Distributed/Cooperative MIMO Elements. IEEE Transactions on Vehicular Technology, 60 (6), 2864-2869.
Dong, Chen, Yang, Lie-Liang and Hanzo, Lajos (2011) Multihop Diversity for Fading Mitigation in Multihop Wireless Networks. VTC2011-Fall, San Francisco, United States. 04 - 07 Sep 2011.
Ngo, Hoang Anh, Ahmed, Sohail, Yang, Lie-Liang and Hanzo, Lajos (2011) Erasure Insertion in Reed-Solomon Coded SFH M-ary FSK with Partial-Band Interference and Rayleigh Fading for Non-Coherent Cooperative Communications. VTC2011-Fall, San Francisco, United States. 04 - 07 Sep 2011. pp. 1-5 .
Pan, Peng, Yang, Lie-Liang and Zhang, Youguang (2011) Time–frequency iterative multiuser detection in time–frequency-domain spread multicarrier DS-CDMA systems over Nakagami-m fading channels. European Transactions on Telecommunications, 22 (1), 2-13.
Pan, Peng, Zhang, Youguang, Sun, Yuquan and Yang, Lie-Liang (2011) Asymptotic Spectral-Efficiency of MIMO-CDMA Systems with Arbitrary Spatial Correlation. IEEE Globecom 2011, Houston, United States. 05 - 09 Dec 2011. (Submitted)
Yang, Lie-Liang (2011) Transmitter Preprocessing Aided Spatial Modulation for Multiple-Input Multiple-Output Systems. IEEE VTC2011 Spring, Budapest, Hungary. 14 - 17 May 2011.
Zhang, Shuo, Yang, Lie-Liang and Zhang, Youguang (2011) Redundant Residue Number System Based Multicarrier DS-CDMA for Dynamic Multiple-Access in Cognitive Radios. IEEE VTC2011 Spring, Budapest, Hungary. 14 - 17 May 2011.
Shi, Jia and Yang, Lie-Liang (2011) Performance of Multiway Relay DS-CDMA Systems over Nakagami-m Fading Channels. IEEE VTC2011 Spring, Budapest, Hungary. 14 - 17 May 2011.
Ahmed, S., Yang, Lie-Liang and Hanzo, Lajos (2011) Probability Distributions of Products of Rayleigh and Nakagami-m Variables Using Mellin Transform. IEEE International Communications Conference 2011 (ICC2011), Kyoto, Japan. 04 - 08 Jun 2011.
Zhang, Shuo, Yang, Lie-Liang and Zhang, Youguang (2010) Fast Frequency-Hopping Dynamic Multiple-Access for Cognitive Radios: Detection and Performance. The Seventh International Symposium on Wireless Communications Systems (ISWCS), York, United Kingdom. 18 - 21 Sep 2010.
Zhang, Shuo, Yang, Lie-Liang and Zhang, Youguang (2010) Fast Frequency-Hopping Dynamic Multiple-Access for Cognitive Radios: Suboptimum Noncoherent Maximum-Likelihood Multiuser Detection. The Seventh International Symposium on Wireless Communications Systems (ISWCS), York, United Kingdom. 18 - 21 Sep 2010.
Yang, Lie-Liang (2012) Signal detection in antenna-hopping space-division multiple-access systems with space-shift keying modulation. IEEE Transactions on Signal Processing, 60 (1), 351-366. (doi:10.1109/TSP.2011.2171955).
Pan, Peng, Yang, Lie-Liang and Zhang, Youguang (2010) Near-Optimum Iterative Multiuser Detection in Time-Frequency-Domain Spread Multicarrier DS-CDMA Systems. CHINACOM'10, Beijing, China. 24 - 26 Aug 2010.
Yang, Fucheng, Yang, Lie-Liang, Wei, Huangfu and Sun, Limin (2010) Frequency-Hopping/M -ary Frequency-Shift Keying for Wireless Sensor Networks: Noncoherent Detection and Performance. The Seventh International Symposium on Wireless Communications Systems (ISWCS), York, United Kingdom. 18 - 21 Sep 2010.
Qin, Yang and Yang, Lie-Liang (2010) Delay Comparison of Automatic Repeat Request Assisted Butterfly Networks. The Seventh International Symposium on Wireless Communications Systems (ISWCS), York, United Kingdom. 18 - 21 Sep 2010.
Qin, Yang and Yang, Lie-Liang (2010) Throughput Comparison of Automatic Repeat Request Assisted Butterfly Networks. The Seventh International Symposium on Wireless Communications Systems (ISWCS), York, United Kingdom. 18 - 21 Sep 2010.
Cao, Jianfei, Yang, Lie-Liang and Zhong, Zhangdui (2010) Noncoherent Multi-Way Relay Based on Fast Frequency-Hopping M-ary Frequency-Shift Keying. The Seventh International Symposium on Wireless Communications Systems (ISWCS), York, United Kingdom. 18 - 21 Sep 2010.
Liu, Tingting, Yang, Lie-Liang and Yang, Chenyang (2010) Spectral-Efficiency of TDD Multiuser Two-Hop MC-CDMA Systems Employing Egocentric-Altruistic Relay Optimization. IEEE VTC2010 Spring, Taipei, Taiwan. 15 - 18 May 2010.
Yang, Lie-Liang (2010) Receiver Multiuser Diversity Aided Multi-Stage MMSE Multiuser Detection: A Low-Complexity Detector Fast-Converging to the Optimum. IEEE VTC2010 Spring, Taipei, Taiwan. 15 - 18 May 2010.
Qin, Yang and Yang, Lie-Liang (2010) Throughput Analysis of Stop-and-Wait Automatic Repeat Request Scheme for Network Coding Nodes. IEEE VTC2010 Spring, Taipei, Taiwan. 15 - 18 May 2010.
Pan, Peng, Zhang, Youguang and Yang, Lie-Liang (2010) Asymptotic Performance Analysis of Time-Frequency-Domain Spread MC DS-CDMA Systems Employing MMSE Multiuser Detection. IEEE VTC2010 Spring, Taipei, Taiwan. 15 - 18 May 2010.
Yang, Lie-Liang (2010) Receiver multiuser diversity aided multi-stage minimum mean-square error detection for heavily loaded DS-CDMA and SDMA systems. IEEE Transactions on Communications, 58 (12), 3397-3404. (doi:10.1109/TCOMM.2010.091710.090263).
Liu, Tingting, Yang, Chenyang and Yang, Lie-Liang (2010) Joint Transmitter–Receiver Frequency-Domain Equalization in Generalized Multicarrier Code-Division Multiplexing Systems. IEEE Transactions on Vehicular Technology, 59 (8), 3786-3797.
Liu, Tingting, Yang, Chenyang and Yang, Lie-Liang (2010) A Low-Complexity Subcarrier-Power Allocation Scheme for Frequency-Division Multiple-Access Systems. IEEE Transactions on Wireless Communications, 9 (5), 1571-1576.
Yang, Lie-Liang and Yang, Wei (2010) Simple and Accurate Error Probability Evaluation of Multiple-Input–Multiple-Output Systems Using Optimum Linear Combining. IEEE Transactions on Vehicular Technology, 59 (4), 2098-2103.
Yang, Lie-Liang (2010) Multicarrier Communications (Chinese Edition) , the Publishing House of Electronic Industry of China.
Qin, Yang and Yang, Lie-Liang (2012) Steady-State Throughput Analysis of Network Coding Nodes Employing Stop-and-Wait Automatic Repeat Request. IEEE/ACM Transactions on Networking, 20 (5), 1402-1411. (In Press)
Yang, Lie-Liang, Dong, Chen and Hanzo, Lajos (2011) Multihop Diversity - A Precious Source of Fading Mitigation in Multihop Wireless Networks. GLOBECOM 2011, Houston, Texas, United States. 05 - 09 Dec 2011. (doi:10.1109/GLOCOM.2011.6133945).
Zhang, Shuo, Yang, Lie-Liang and Zhang, Youguang (2012) Redundant Residue Number System Assisted Multicarrier Direct-Sequence Code-Division Dynamic Multiple-Access for Cognitive Radios. IEEE Transactions on Vehicular Technology. (In Press)
Cao, Jianfei, Yang, Lie-Liang and Zhong, Zhangdui (2012) Performance Analysis of Multihop Wireless Links over Generalized-K Fading Channels. IEEE Transactions on Vehicular Technology. (In Press)
Sim, Ee How and Yang, Lie-Liang (2012) DS-CDMA with M -ary orthogonal modulation for wireless sensor networks simultaneously monitoring multiple events. IEEE 75th Vehicular Technology Conference (VTC2012), Yokohama, Japan. 05 - 08 May 2012. 5 pp .
Yang, Fucheng and Yang, Lie-Liang (2012) Frequency-hopping/M -ary frequency-shift keying wireless sensor network monitoring multiple source events. 2012 IEEE Vehicular Technology Conference (VTC2012), Yokohama, Japan. 05 - 11 May 2012. 5 pp .
Dong, Chen, Yang, Lie-Liang and Hanzo, Lajos (2012) Performance analysis of multi-hop diversity aided multi-hop links. IEEE Transactions on Vehicular Technology, 61 (6), 2504-2516. (doi:10.1109/TVT.2012.2196301).
Hu, Jie, Yang, Lie-Liang and Hanzo, Lajos (2012) Appendix of the submitted paper "Maximum Average Service Rate and Optimal Queue Scheduling of Delay-Constrained Hybrid Cognitive Radio in Nakagami Fading Channels". Pre-print, 1-5.
Zhang, Jiayi, Yang, Lie-Liang and Hanzo, Lajos (2012) First-hop-quality-aware dynamic resource allocation for amplify-and-forward opportunistic relaying assisted SC-FDMA. IEEE International Conference on Communications (ICC 2012), Ottawa, Canada. 10 - 15 Jun 2012. 6 pp . (doi:10.1109/ICC.2012.6364352).
Shi, Jia and Yang, Lie-Liang (2012) Performance of two-hop communication links employing various relay processing schemes. IEEE Vehicular Technology Conference (VTC), Yokohama-shi, Japan. 05 - 08 May 2012.
Zhang, Jiayi, Yang, Lie-Liang and Hanzo, Lajos (2012) Frequency-Domain Turbo Equalisation in Coded SC-FDMA Systems: EXIT Chart Analysis and Performance. IEEE VTC2012-Fall, Quebec, Canada. (doi:10.1109/VTCFall.2012.6399199).
Ngo, Hoang Anh, Ahmed, Sohail, Yang, Lie-Liang and Hanzo, L. (2012) Non-Coherent Cooperative Communications Dispensing with Channel Estimation Relying on Erasure Insertion Aided Reed-Solomon Coded SFH M-ary FSK Subjected to Partial-Band Interference and Rayleigh Fading. IEEE Transactions on Communications.
Zhang, Jiayi, Yang, Lie-Liang and Hanzo, Lajos (2013) Energy-efficient dynamic resource allocation for opportunistic-relaying-assisted SC-FDMA using turbo-equalizer-aided soft decode-and-forward. IEEE Transactions on Vehicular Technology, 62, 235-246.
Hu, Jie, Yang, Lie-Liang and Hanzo, Lajos (2012) Optimal Queue Scheduling for Hybrid Cognitive Radio Maintaining Maximum Average Service Rate Under Delay Constraints. 2012 IEEE Global Communications Conference (GLOBECOM), , Anaheim, United States. 03 - 07 Dec 2012. pp. 1398-1403 . (doi:10.1109/GLOCOM.2012.6503309).
Hu, Jie, Yang, Lie-Liang and Hanzo, Lajos (2013) Maximum Average Service Rate and Optimal Queue Scheduling of Delay-Constrained Hybrid Cognitive Radio in Nakagami Fading Channels. IEEE Transactions on Vehicular Technology. (In Press)
Dong, Chen, Yang, Lie-Liang and Hanzo, L. (2014) Adaptive modulation for multihop communications exploiting multihop diversity. Pre-print. (Submitted)
Dong, Chen, Yang, Lie-Liang, Zuo, Jing and Hanzo, Lajos (2013) Minimum average end-to-end packet energy consumption in a buffer-aided three nodes networks with opportunistic routing. Pre-print. (Submitted)
Cai, Yunlong, Lamare, Rodrigo C. de, Yang, Lie-Liang and Zhao, Minjian (2013) Robust MMSE Precoding Strategy for Multiuser MIMO Relay Systems with Switched Relaying and Side Information. 2013 IEEE Wireless Communications and Networking Conference (WCNC 2013), , Shanghai, China. 06 - 09 Apr 2013.
Hu, Jie, Yang, Lie-Liang and Hanzo, Lajos (2013) Dynamic human behaviour based epidemic content dissemination in mobile social networks s.n. (Submitted)
Hu, Jie, Yang, Lie-Liang and Hanzo, Lajos (2013) Mobile Social Networking aided content dissemination in heterogeneous networks. China Communications, 10 (6), 1-13.
Ju, Xiaojie, Zhang, Youguang and Yang, Lie-Liang (2013) Decision-Feedback Multiuser Detection in Multicell Multicarrier DS-CDMA Systems with/without BS Cooperation. 77th IEEE Vehicular Technology Conference, , Dresden, Germany. 01 - 04 Jun 2013.
Shi, Jia and Yang, Lie-Liang (2013) Novel Transmission Schemes for Multicell Downlink MC/DS-CDMA Systems Employing Time- and Frequency-Domain Spreading. 77th IEEE Vehicular Technology Conference, , Dresden, Germany. 01 - 04 Jun 2013.
Zhang, Rong, Yang, Lie-Liang and Hanzo, Lajos (2013) Generalised pre-coding aided spatial modulation. IEEE Transactions on Wireless Communications, 12 (11), 5434-5443. (doi:10.1109/TWC.2013.100213.130848).
Dong, Chen, Yang, Lie-Liang and Hanzo, L. (2013) Multi-hop diversity aided multi-hop communications: a cumulative distribution function aware approach. IEEE Transactions on Communications. (In Press)
Hu, Jie, Yang, Lie-Liang and Hanzo, Lajos (2015) Distributed Multistage Cooperative-Social-Multicast-Aided Content Dissemination in Random Mobile Networks. IEEE Transactions on Vehicular Technology, 64 (7), 3075-3089. (doi:10.1109/TVT.2014.2354295).
Zuo, J., Dong, C., Nguyen, H. V., Ng, S. X., Yang, L. L. and Hanzo, L. (2014) Cross-layer aided energy-efficient opportunistic routing in ad hoc networks. IEEE Transactions on Communications, 62 (2), 522-535. (doi:10.1109/TCOMM.2013.121413.120767).
Dong, Chen, Yang, Lie-Liang, Zuo, Jing, Ng, Soon and Hanzo, L. (2014) Maximum throughput adaptive rate transmission scheme for multihop diversity aided multihop links. IEEE International Conference on Communications 2014, Sydney, Australia. 09 - 13 Jun 2014. 6 pp .
Dong, Chen, Zuo, Jing, Yang, Lie-Liang, Huo, Yongkai, Ng, Soon and Hanzo, L. (2014) Energy-efficient buffer-aided relaying relying on non-linear channel probability space division. Wireless Communications and Networking Conference (WCNC2014), Istanbul. 05 - 08 Apr 2014. pp. 1-6 .
Hu, Jie, Yang, Lie-Liang and Hanzo, Lajos (2014) Throughput and delay analysis of wireless multicast in distributed mobile social networks based on geographic social relationships. IEEE Wireless Communications and Networking Conference (WCNC) 2014. 05 - 08 Apr 2014. pp. 1-6 . (In Press)
Dong, Chen, Zuo, Jing, Yang, Lie-Liang, Huo, Yongkai, Ng, Soon and Hanzo, L. (2014) On Buffer-Assisted Opportunistic Routing Relying on Linear Transmission Activation Probability Space Partitioning for Relay-Aided Networks. VTC2014fall: 2014 IEEE 80th Vehicular Technology Conference, Vancouver, Canada. 13 - 16 Sep 2014.
Zhang, Rong, Yang, Lie-Liang and Hanzo, Lajos (2015) Error probability and capacity analysis of generalised pre-coding aided spatial modulation. IEEE Transactions on Wireless Communications, 14 (1), 364-375. (doi:10.1109/TWC.2014.2347297).
Zhang, Rong, Yang, Lie-Liang and Hanzo, Lajos (2015) Energy pattern aided simultaneous wireless information and power transfer. IEEE Journal on Selected Areas in Communications, 33 (8), 1492-1504, [7010910]. (doi:10.1109/JSAC.2015.2391551).
Wu, Feilong, Zhang, Rong, Yang, Lie-Liang and Wang, Wenjie (2015) Transmitter precoding aided spatial modulation for secrecy communications. IEEE Transactions on Vehicular Technology, 65 (1), 467 - 471. (doi:10.1109/TVT.2015.2395457).
Dong, Chen, Li, Li, Zhang, Bo, Yang, Lie-Liang and Hanzo, Lajos (2015) Energy dissipation versus delay tradeoffs in a buffer-aided two-hop link. IEEE Transactions on Wireless Communications, 1-28. (Submitted)
Zuo, Jing, Dong, Chen, Ng, Soon Xin, Yang, Lie Liang and Hanzo, Lajos (2015) Cross-layer aided energy-efficient routing design for ad hoc networks. IEEE Communications Surveys & Tutorials, 17 (3), 1214-1238. (doi:10.1109/COMST.2015.2395378).
Dong, Chen, Yang, Lie and Hanzo, Lajos (2015) Performance of buffer-aided adaptive modulation in multihop communications. IEEE Transactions on Communications, 63 (10), 3537-3552. (doi:10.1109/TCOMM.2015.2469287).
Dong, Chen, Yang, Lie Liang, Zuo, Jing, Ng, Soon Xin and Hanzo, Lajos (2015) Energy, delay, and outage analysis of a buffer-aided three-node network relying on opportunistic routing. IEEE Transactions on Communications, 63 (3), 667-682. (doi:10.1109/TCOMM.2015.2396512).
Rehman, Ateeq, Yang, Lieliang and Hanzo, Lajos (2015) Performance of cognitive hybrid automatic repeat reQuest: stop-and-wait. IEEE Vehicular Technology Conference, 1-5. (doi:10.1109/VTCSpring.2015.7146009).
Zhang, Hongming, Yang, Lieliang and Hanzo, Lajos (2015) Compressed impairment sensing-assisted and interleaved-double-FFT-aided modulation improves broadband power line communications subjected to asynchronous impulsive noise. IEEE Access, PP (99), 1-15. (doi:10.1109/ACCESS.2015.2505676).
Shi, Jia and Yang, Lie-Liang (2016) Bidirectional worst subchannel avoiding versus best subchannel seeking subcarrier-allocation in downlink OFDMA systems. IEEE Transactions on Vehicular Technology, 65 (9), 7160-7172. (doi:10.1109/TVT.2015.2499263).
Zhang, Hongming, Yang, Lieliang and Hanzo, Lajos (2016) Dataset for Compressed Impairment Sensing Assisted and Interleaved-Double-FFT Aided Modulation Improves Broadband Power Line Communications Subjected to Asynchronous Impulsive Noise. University of Southampton doi:10.5258/SOTON/385558 [Dataset]
Zhang, Hongming, Yang, Lieliang and Hanzo, Lajos (2016) Performance Analysis of OFDM Systems in Dispersive Indoor Power Line Channels Inflicting Impulsive Noise. University of Southampton doi:10.5258/SOTON/385567 [Dataset]
Zhang, Hongming, Yang, Lie-Liang and Hanzo, Lajos (2016) Performance analysis of OFDM systems in dispersive indoor power line channels inflicting impulsive noise. IET Communications, 1-12. (doi:10.5258/SOTON/385567). (In Press)
Zhang, Hongming, Yang, Lie Liang and Hanzo, Lajos (2015) Performance analysis of orthogonal frequency division multiplexing systems in dispersive indoor power line channels inflicting asynchronous impulsive noise. IET Communications, 1-9. (doi:10.1049/iet-com.2015.0702). (In Press)
Zhang, Hongming, Yang, Lieliang and Hanzo, Lajos (2016) Database for the VTC2016-Nanjing accepted conference paper entitled with "LDPC-Coded Index-Modulation Aided OFDM for In-vehicle Power Line Communications". University of Southampton doi:10.5258/SOTON/388061 [Dataset]
Zhang, Hongming, Yang, Lieliang and Hanzo, Lajos (2016) LDPC-coded index-modulation aided OFDM for in-vehicle power line communication. IEEE 83rd Vehicular Technology Conference (VTC2016), Nanjing, China. 14 - 17 May 2016. (In Press)
Zhang, Rong, Yang, Lieliang and Hanzo, Lajos (2016) Performance analysis of non-linear generalised pre-coding aided spatial modulation. IEEE Transactions on Wireless Communications, 15 (10), 6731-6741. (doi:10.1109/TWC.2016.2588468).
Hu, Jie, Yang, LieLiang and Hanzo, Lajos (2016) Delay analysis of social group multicast-aided content dissemination in cellular system. IEEE Transactions on Communications, 64 (4), 1660 -1673. (doi:10.1109/TCOMM.2016.2535330).
Shi, Jia, Yang, Lieliang and Ni, Qiang (2017) Novel intercell interference mitigation algorithms for multicell OFDMA systems with limited base station cooperation. IEEE Transactions on Vehicular Technology, 66 (1), 406-420. (doi:10.1109/TVT.2016.2542182).
Zhang, Bo, Dong, Chen, Lei, Jing, El-Hajjar, Mohammed, Yang, Lieliang and Hanzo, Lajos (2016) Buffer-aided relaying for the multi-user uplink: outage analysis and power allocation. IET Communications, 10 (8), 936-944. (doi:10.1049/iet-com.2015.0338).
Hu, Jie, Yang, Lieliang, Yang, Kun and Hanzo, Lajos (2016) Socially aware integrated centralized infrastructure and opportunistic networking: a powerful content dissemination catalyst. IEEE Communications Magazine, 54 (8), 84-91. (doi:10.1109/MCOM.2016.7537181).
Rehman, Ateeq, Yang, Lieliang and Hanzo, Lajos (2016) Performance of Cognitive Hybrid Automatic Repeat reQuest: Go-Back-N. 2016 IEEE 83rd IEEE Vehicular Technology Conference (VTC-spring 2016), Nanjing, China. 5 pp . (doi:10.1109/VTCSpring.2016.7504417).
Shi, Jia and Yang, Lie-Liang (2014) Novel subcarrier-allocation schemes for downlink MC DS-CDMA systems. IEEE Transactions on Wireless Communications, 13 (10), 5716-5728. (doi:10.1109/TWC.2014.2338853).
Zhang, Hongming, Yang, Lie-Liang and Hanzo, Lajos (2016) Compressed sensing improves the performance of subcarrier index-modulation assisted OFDM. IEEE Access, 4, 7859-7873. (doi:10.1109/ACCESS.2016.2615266).
Zhang, Hongming, Yang, Lieliang and Hanzo, Lajos (2016) Dataset for "Compressed Sensing Improves the Performance of Subcarrier Index-Modulation Assisted OFDM". University of Southampton doi:10.5258/SOTON/401122 [Dataset]
Zhang, Hongming, Yang, Lieliang and Hanzo, Lajos (2016) Original data of figures for "Piecewise Companding Transform Assisted Optical-OFDM Systems for Indoor Visible Light Communications". University of Southampton doi:10.5258/SOTON/401140 [Dataset]
Zhang, Hongming, Yang, Lie-Liang and Hanzo, Lajos (2017) Piecewise companding transform assisted optical-OFDM systems for indoor visible light communications. IEEE Access, 5, 295-311. (doi:10.1109/ACCESS.2016.2640203).
Rehman, Ateeq, Ur, Dong, Chen, Thomas, Varghese, Yang, Lieliang and Hanzo, Lajos (2016) Dataset: Throughput and Delay Analysis of Cognitive Go-Back-N Hybrid Automatic Repeat reQuest Using Discrete-Time Markov Modelling. University of Southampton doi:10.5258/SOTON/403146 [Dataset]
Rehman, Ateeq, Ur, Thomas, Varghese, Yang, Lieliang and Hanzo, Lajos (2016) Dataset: Performance of Cognitive Selective-Repeat Hybrid Automatic Repeat Request. University of Southampton doi:10.5258/SOTON/403147 [Dataset]
Rehman, Ateeq Ur, Dong, Chen, Yang, Lie-Liang and Hanzo, Lajos (2016) Performance of cognitive stop-and-wait hybrid automatic repeat request in the face of imperfect sensing. IEEE Access, 4, 5489-5508. (doi:10.1109/ACCESS.2016.2593421).
Rehman, Ateeq, Ur, Yang, Lieliang and Hanzo, Lajos (2017) Dataset for Delay and Throughput Analysis of Cognitive Go-Back-N HARQ in the Face of Imperfect Sensing. University of Southampton doi:10.5258/SOTON/404271 [Dataset]
Rehman, Ateeq Ur, Yang, Lie-Liang and Hanzo, Lajos (2017) Delay and throughput analysis of cognitive Go-Back-N HARQ in the face of imperfect sensing. IEEE Access, 1-24. (In Press)
Cai, Yunlong, de Lamare, Rodrigo, Yang, Lie-Liang and Zhao, Minjian (2015) Robust MMSE precoding based on switched relaying and side information for multiuser MIMO relay systems. IEEE Transactions on Vehicular Technology, 64 (12), 5677-5687. (doi:10.1109/TVT.2014.2383388).
Yang, Fucheng and Yang, Lie-Liang (2014) Low-complexity noncoherent fusion rules for wireless sensor networks monitoring multiple events. IEEE Transactions on Aerospace and Electronic Systems, 50 (3), 2343-2353. (doi:10.1109/TAES.2013.130125).
Huang, Min, Huang, Lei, Guo, Chongtao, Zhang, Peichang, Zhang, Jihong and Yang, Lieliang (2017) Carrier frequency offset estimation in uplink OFDMA systems: An approach relying on sparse recovery. IEEE Transactions on Vehicular Technology, 66 (10), 9592-9597. (doi:10.1109/TVT.2017.2707671).
Bai, Tong, Zhang, Hongming, Zhang, Rong, Yang, Lieliang, Al Rawi, Anas F., Zhang, Jiankang and Hanzo, Lajos (2017) Discrete multi-tone digital subscriber loop performance in the face of impulsive noise. IEEE Access. (doi:10.1109/ACCESS.2017.2712359).
Liu, Chaowen, Yang, Lie-Liang and Wang, Wenjie (2017) Secure spatial modulation with a full-duplex receiver. IEEE Wireless Communications Letters. (doi:10.1109/LWC.2017.2748591).
Liu, Chaowen, Yang, Lieliang and Wang, Wenjie (2017) Transmitter precoding aided spatial modulation achieving both transmit and receive diversity. IEEE Transactions on Vehicular Technology. (doi:10.1109/TVT.2017.2757403). (In Press)
Chen, Liang, Yang, Lieliang, Yan, Jun and Chen, Ruizhi (2017) Joint wireless positioning and emitter identification in DVB-T single frequency networks. IEEE Transactions on Broadcasting, 63 (3), 577-582. (doi:10.1109/TBC.2017.2704422).
Liu, Yusha, Yang, Lieliang and Hanzo, Lajos (2017) Dataset for Spatial Modulation Aided Sparse Code-Division Multiple Access. University of Southampton doi:10.5258/SOTON/D0351 [Dataset]
Liu, Yusha, Yang, Lieliang and Hanzo, Lajos (2018) Spatial modulation aided sparse code-division multiple access. IEEE Transactions on Wireless Communications, 17 (3), 1474-1487. (doi:10.1109/TWC.2017.2778722).
Ahmed, Abbas (2018) EXIT Chart-Aided Convergence Analysis of Recursive Soft m-Sequence Initial Acquisition in Nakagami-m Fading Channels. University of Southampton doi:10.5258/SOTON/D0372 [Dataset]
Ahmed, Abbas, Botsinis, Panagiotis, Won, SeungHwan, Yang, Lieliang and Hanzo, Lajos (2018) EXIT chart-aided convergence analysis of recursive soft m-sequence initial acquisition in Nakagami-m fading channels. IEEE Transactions on Vehicular Technology. (In Press)
Wang, Qi, Zhang, Rong, Yang, Lieliang and Hanzo, Lajos (2018) Non-orthogonal multiple access: a unified perspective. IEEE Wireless Communications, 25 (2), 10-16. (doi:10.1109/MWC.2018.1700070).
Ahmed, Abbas, Botsinis, Panagiotis, Won, Seung Hwan, Yang, Lie Liang and Hanzo, Lajos (2018) EXIT chart aided convergence analysis of recursive soft m-sequence estimation in Nakagami-m fading channels. IEEE Transactions on Vehicular Technology, 67 (5), 4655-4660. (doi:10.1109/TVT.2018.2789912).
Wang, Fasong, Liu, Chaowen, Wang, Qi, Zhang, Jiankang, Zhang, Rong, Yang, Lie Liang and Hanzo, Lajos (2018) Secrecy analysis of generalized space-shift keying aided visible light communication. IEEE Access. (doi:10.1109/ACCESS.2018.2799658).
Liu, Chaowen, Yang, Lie Liang, Wang, Wenjie and Wang, Fasong (2018) Joint transmitter-receiver spatial modulation. IEEE Access, 6, 6411-6423. (doi:10.1109/ACCESS.2018.2790959).
Yu, Jiadong, Zhang, Rong, Gao, Yue and Yang, Lie Liang (2018) Modularity-based dynamic clustering for energy efficient UAVs aided communications. IEEE Wireless Communications Letters, 1-5. (doi:10.1109/LWC.2018.2816649).
Wang, Fasong, Liu, Chaowen, Wang, Qi, Zhang, Jiankang, Zhang, Rong, Yang, Lieliang and Hanzo, Lajos (2018) Dataset for Optical Jamming Enhances the Secrecy Performance of the Generalized Space Shift Keying Aided Visible Light Downlink. University of Southampton doi:10.5258/SOTON/D0508 [Dataset]
Wang, Fasong, Liu, Chaowen, Wang, Qi, Zhang, Jiankang, Zhang, Rong, Yang, Lieliang and Hanzo, Lajos (2018) Optical jamming enhances the secrecy performance of the generalized space shift keying aided visible light downlink. IEEE Transactions on Communications. (doi:10.1109/TCOMM.2018.2831687).
He, Jiao, Li, Lixin, Zhang, Huisheng, Chen, Wei, Yang, Lie Liang and Han, Zhu (2018) Multi-pair bidirectional relaying with full-duplex massive MIMO experiencing channel aging. In 2017 IEEE Global Communications Conference, GLOBECOM 2017: Proceedings. vol. 2018-January, Institute of Electrical and Electronics Engineers Inc. pp. 1-6 . (doi:10.1109/GLOCOM.2017.8254819).
Hu, Jie, Zhao, Yizhe, Yang, Kun and Yang, Lie Liang (2018) A fair resource allocation algorithm for cooperative multicast aided content distribution. In 2017 IEEE Global Communications Conference, GLOBECOM 2017 - Proceedings. vol. 2018-January, Institute of Electrical and Electronics Engineers Inc. pp. 1-6 . (doi:10.1109/GLOCOM.2017.8255072).
Wu, Feilong, Wang, Wenjie, Dong, Chen and Yang, Lie Liang (2018) Performance analysis of secret precoding-aided spatial modulation with finite-alphabet signaling. IEEE Access, 1-15. (doi:10.1109/ACCESS.2018.2841027).
Shi, Lu and Yang, Lieliang (2018) Error performance analysis of diffusive molecular communication systems with on-off keying modulation. IEEE Transactions on Molecular, Biological, and Multi-Scale Communications, 1-15. (doi:10.1109/TMBMC.2018.2856778).
Mao, Yinyou, Liu, Xingcheng and Yang, Lie Liang (2018) Spectral-efficiency of multicarrier sparse-mapping non-orthogonal multiple-access systems: downlink. In 2017 IEEE/CIC International Conference on Communications in China, ICCC 2017. vol. 2018-January, Institute of Electrical and Electronics Engineers Inc. pp. 1-6 . (doi:10.1109/ICCChina.2017.8330515).
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Mysore Rajashekar, Rakshith, Renzo, Marco Di, Yang, Lieliang, Hari, K.V.S. and Hanzo, Lajos (2018) A finite input alphabet perspective on the rate-energy tradeoff in SWIPT over parallel Gaussian channels. IEEE Journal on Selected Areas in Communications. (doi:10.1109/JSAC.2018.2872312).
Mysore Rajashekar, Rakshith (2018) Dataset for A Finite Input Alphabet Perspective on the Rate-Energy Tradeoff in SWIPT over Parallel Gaussian Channels. University of Southampton doi:10.5258/SOTON/D0627 [Dataset]
Zhang, Hongming, Jiang, Chunxiao, Yang, Lieliang, Basar, Ertugrul and Hanzo, Lajos (2018) Linear precoded index modulation. IEEE Transactions on Communications. (doi:10.1109/TCOMM.2018.2873336).
Huang, Haiping, Gong, Tianhe, Zhang, Rong, Yang, Lieliang, Zhang, Jiancong and Xiao, Fu (2018) Intrusion detection based on k-coverage in mobile sensor networks with empowered intruders. IEEE Transactions on Vehicular Technology. (doi:10.1109/TVT.2018.2872848). (In Press)
Mysore Rajashekar, Rakshith, Yang, Lieliang, Hari, K.V.S. and Hanzo, Lajos (2018) Transmit antenna subset selection in generalised spatial modulation systems. IEEE Transactions on Vehicular Technology. (doi:10.1109/TVT.2018.2889024).
Mysore Rajashekar, Rakshith (2018) Data set for Transmit Antenna Subset Selection in Generalised Spatial Modulation Systems. University of Southampton doi:10.5258/SOTON/D0704 [Dataset]
Mu, Liwei, Liu, Xingcheng and Yang, Lie Liang (2018) Redundant residue number system coded diffusive molecular communications. In 2018 10th International Conference on Wireless Communications and Signal Processing, WCSP 2018. IEEE.. (doi:10.1109/WCSP.2018.8555582).
Zhang, Jiatian, Pan, Peng and Yang, Lie Liang (2018) Dynamic DS-CDMA aided by successive interference cancellation for massive grant-free multiple-access. In 2018 10th International Conference on Wireless Communications and Signal Processing, WCSP 2018. IEEE.. (doi:10.1109/WCSP.2018.8555901).
Ahmed, Abbas, Botsinis, Panagiotis, Won, Seunghwan, Yang, Lie Liang and Hanzo, Lajos (2019) Primitive polynomials for iterative recursive soft sequential acquisition of concatenated sequences. IEEE Access, 7, 13882-13900, [8610079]. (doi:10.1109/ACCESS.2019.2892375).
Huang, Yu, Wen, Miaowen, Yang, Lie Liang, Chae, Chan Byoung and Ji, Fei (2019) Spatial modulation for molecular communication. IEEE Transactions on Nanobioscience. (doi:10.1109/TNB.2019.2905254).
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Ishikawa, Naoki, Mysore Rajashekar, Rakshith, Xu, Chao, El-Hajjar, Mohammed, Sugiura, Shinya, Yang, Lie-Liang and Hanzo, Lajos (2019) Differential-detection aided large-scale generalized spatial modulation is capable of operating in high-mobility millimeter-wave channels. IEEE Journal of Selected Topics in Signal Processing. (doi:10.1109/JSTSP.2019.2913130).
Li, Lixin, He, Jiao, Yang, Lie Liang, Han, Zhu, Pan, Miao, Chen, Wei, Zhang, Huisheng and Li, Xu (2019) Spectral- and energy-efficiency of multi-pair two-way massive MIMO relay systems experiencing channel aging. IEEE Access, 7, 46014-46032, [6287639]. (doi:10.1109/ACCESS.2019.2908882).
Pan, Peng and Yang, Lieliang (2019) Spatially modulated code-division multiple-access for high-connectivity multiple-access. IEEE Transactions on Wireless Communications, 18 (8), 4031-4046. (doi:10.1109/TWC.2019.2920644).
Rakshith, Rajashekar, Xu, Chao, Ishikawa, Naoki, Yang, Lieliang and Hanzo, Lajos (2019) Dataset for Multicarrier Division Duplex Aided Millimeter Wave Communications. University of Southampton doi:10.5258/SOTON/D1021 [Dataset]
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Mysore rajashekar, Rakshith, Xu, Chao, Ishikawa, Naoki, Yang, Lieliang and Hanzo, Lajos (2019) Subcarrier subset selection aided transmit precoding achieves full-diversity in Index Modulation. IEEE Transactions on Vehicular Technology, 1-11. (doi:10.1109/TVT.2019.2942634).
Liu, Yusha, Yang, Lieliang, Xiao, Pei, Harald, Haas and Hanzo, Lajos (2019) Dataset for Spatial Modulated Multicarrier Sparse Code-Division Multiple Access. University of Southampton doi:10.5258/soton/D1104 [Dataset]
Liu, Yusha, Yang, Lieliang, Xiao, Pei, Harald, Haas and Hanzo, Lajos (2020) Spatial modulated multicarrier sparse code-division multiple access. IEEE Transactions on Wireless Communications, 19 (1), 610-623, [8876885]. (doi:10.1109/TWC.2019.2947042).
Xu, Chao, Ishikawa, Naoki, Mysore rajashekar, Rakshith, Sugiura, Shinya, Maunder, Robert, Wang, Zhaocheng, Yang, Lieliang and Hanzo, Lajos (2019) Sixty years of coherent versus non-coherent tradeoffs and the road from 5G to wireless futures. IEEE Access, 7, 178246-178299. (doi:10.1109/ACCESS.2019.2957706).
Xu, Chao, Ishikawa, Naoki, Mysore rajashekar, Rakshith, Sugiura, Shinya, Maunder, Robert, Wang, Zhaocheng, Yang, Lieliang and Hanzo, Lajos (2019) Dataset for Sixty Years of Coherent Versus Non-coherent Tradeoffs and the Road from 5G to Wireless Futures. University of Southampton doi:10.5258/SOTON/D1175 [Dataset]
Yang, Lieliang and Shi, Lu (2019) Equalisation and performance of diffusive molecular communication systems with binary molecular-shift keying modulation. IET Communications.
Zuo, Xingxuan, Zhang, Jiankang, Mu, Xiaomin and Yang, Lieliang (2020) Channel correlation relied grouped spatial modulation for massive MIMO systems. IET Communications, 1-11. (In Press)
Liu, Yusha, Yang, Lieliang and Hanzo, Lajos (2020) Sparse space-time-frequency-domain spreading for large-scale non-orthogonal multiple access. IEEE Transactions on Vehicular Technology, 69 (10), 1-6, [9144439]. (doi:10.1109/TVT.2020.3010437).
Liu, Yusha, Yang, Lieliang and Hanzo, Lajos (2020) Dataset for Sparse Space-Time-Frequency-Domain Spreading for Large-Scale Non-Orthogonal Multiple Access. University of Southampton doi:10.5258/SOTON/D1478 [Dataset]
Liu, Yusha, Yang, Lieliang and Hanzo, Lajos (2020) Joint user-activity and data detection for grant-free spatial-modulated multi-carrier non-orthogonal multiple access. IEEE Transactions on Vehicular Technology, 69 (10), 11673-11684, [9167481]. (doi:10.1109/TVT.2020.3016898).
Liu, Haochen (2020) Research Data - Machine Learning Assisted Adaptive Index Modulation for mmWave Communications. University of Southampton doi:10.5258/SOTON/D1519 [Dataset]
Liu, Haochen, Lu, Siyao, Yang, Lieliang and El-Hajjar, Mohammed (2020) Machine learning assisted adaptive index modulation for mmWave communications. IEEE Open Journal of the Communications Society, 1425 - 1441. (doi:10.1109/OJCOMS.2020.3024724).
Li, Bohan, Yang, Lieliang, Maunder, Robert and Sun, Songlin (2020) Self-interference cancellation and channel estimation in multicarrier-division duplex systems with hybrid beamforming. IEEE Access, 8, 160653-160669, [9184063]. (doi:10.1109/ACCESS.2020.3020910).
Xiang, Luping, Liu, Yusha, Kaykac Egilmez, Zeynep Burcin, Maunder, Robert, Yang, Lieliang and Hanzo, Lajos (2020) Soft list decoding of polar codes. IEEE Transactions on Vehicular Technology, 69 (11), 13921-13926, [9185047]. (doi:10.1109/TVT.2020.3021258).
Tang, Yuankun, Wen, Miaowen, Chen, Xuan, Huang, Yu and Yang, Lieliang (2020) Molecular type permutation shift keying for molecular communication. IEEE Transactions on Molecular, Biological, and Multi-Scale Communications, 6 (2), 160-164, [9160969].
Xiang, Luping, Liu, Yusha, Luong, Thien, Maunder, Robert, Yang, Lie-Liang and Hanzo, Lajos (2020) Deep-learning-aided joint channel estimation and data detection for spatial modulation. IEEE Access, 8. (doi:10.1109/ACCESS.2020.3032627).
Zhang, Jiatian, Yang, Lie-Liang, Pan, Peng and Maunder, Robert (2020) Channel estimation and user activity identification in massive grant-free multiple-access. IEEE Open Journal of Vehicular Technology, 1, 296-316. (doi:10.1109/OJVT.2020.3020228).
Gao, Weidong, Mak, Terrence and Yang, Lie-Liang (2020) Molecular type spread molecular shift keying for multiple-access diffusive molecular communications. IEEE Transactions on Molecular, Biological, and Multi-Scale Communications. (doi:10.1109/TMBMC.2020.3041182).
Xu, Chao, Xiong, Yifeng, Ishikawa, Naoki, Mysore rajashekar, Rakshith, Sugiura, Shinya, Zhaocheng, Wang, Ng, Soon Xin, Yang, Lie-Liang and Hanzo, Lajos (2021) Space-, time- and frequency-domain index modulation for next-generation wireless: a unified single-/multi-carrier and single-/multi-RF MIMO framework. IEEE Transactions on Wireless Communications, 20 (6), 3847-3864, [9343726]. (doi:10.1109/TWC.2021.3054068).
Liu, Yusha, Yang, Yuli, Yang, Lie-Liang and Hanzo, Lajos (2021) Physical layer security of spatially modulated sparse-code multiple access in aeronautical ad-hoc networking. IEEE Transactions on Vehicular Technology, 70 (3), 2436-2447, [9354928]. (doi:10.1109/TVT.2021.3059486).
Chen, Xuan, Chae, Chan Byoung, Yang, Lie-Liang, Ji, Fei and Konstantin Igorevich, Kostromitin (2021) Resource allocation for multi-user molecular communication systems oriented to the internet of medical things. IEEE Internet of Things Journal, 8 (21), 15939-15952. (doi:10.1109/JIOT.2021.3051391). (In Press)
Tang, Yuankun, Huang, Yu, Duan, Wei, Wen, Miaowen and Yang, Lie-Liang (2021) Molecular type permutation shift keying in molecular MIMO communications for IoBNT. IEEE Internet of Things Journal, 8 (21), 16023-16034. (doi:10.1109/JIOT.2021.3051405).
Liu, Yusha, Xiang, Luping, Yang, Lie-Liang and Hanzo, Lajos (2021) Space-time coded generalized spatial modulation for sparse code division multiple access. IEEE Transactions on Wireless Communications. (In Press)
Xiang, Luping, Liu, Yusha, Xu, Chao, Maunder, Robert, Yang, Lie-Liang and Hanzo, Lajos (2021) Iterative receiver design for polar-coded SCMA systems. IEEE Transactions on Communications, 69 (7), 4235-4246, [9386114]. (doi:10.1109/TCOMM.2021.3068733).
Rehman, Ateeq, Ur, Dong, Chen, Yang, Lieliang and Hanzo, Lajos (2016) Datasets for Performance of Cognitive Stop-and-Wait Hybrid Automatic Repeat reQuest in the Face of Imperfect Sensing. University of Southampton doi:10.5258/SOTON/396619 [Dataset]
Liu, Yusha, Xiang, Luping, Maunder, Robert, Yang, Lie-Liang and Hanzo, Lajos (2021) Hybrid iterative detection and decoding of near-instantaneously adaptive turbo coded sparse code multiple access. IEEE Transactions on Vehicular Technology, 70 (5), 4682-4692, [9399239]. (doi:10.1109/TVT.2021.3071808).
Xiang, Luping, Liu, Yusha, Maunder, Robert, Yang, Lie-Liang and Hanzo, Lajos (2021) Soft-Output Successive Cancellation Stack Polar Decoder. IEEE Transactions on Vehicular Technology. (In Press)
Li, Kunlun, El-Hajjar, Mohammed and Yang, Lie-Liang (2021) Millimeter-wave based localization using a two-stage channel estimation relying on few-bit ADCs. IEEE Open Journal of the Communications Society. (In Press)
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Xu, Chao, An, Jiancheng, Bai, Tong, Xiang, Luping, Sugiura, Shinya, Maunder, Robert, Yang, Lie-Liang and Hanzo, Lajos (2022) Reconfigurable intelligent surface assisted multi-carrier wireless systems for doubly selective high-mobility Ricean channels. IEEE Transactions on Vehicular Technology, 71 (4), 4023-4041. (doi:10.1109/TVT.2022.3147859).
Yang, Lie-Liang, Chen, Liang, Zhou, Xin, Chen, Feifei and Chen, Ruizhi (2021) Carrier phase ranging for indoor positioning with 5G NR signals. IEEE Internet of Things Journal. (doi:10.1109/JIOT.2021.3125373).
Xiang, Luping, Xu, Chao, Zhang, Xiaoyu, Luong, Thien Van, Maunder, Robert, Yang, Lie-Liang and Hanzo, Lajos (2022) Unity-rate coding improves the iterative detection convergence of autoencoder-aided communication systems. IEEE Transactions on Vehicular Technology, 71 (5), 5037-5047. (doi:10.1109/TVT.2022.3151246).
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Telephone: +44 (0) 23 8059 3364
Email: lly@ecs.soton.ac.uk
Dr. Basel Halak is the director of the embedded systems and IoT program at the University of Southampton, a visiting scholar at the Technical University of Kaiserslautern, an idustrial fellow of the royal academy of engineering, a national teaching fellow of the advance HE, and a senior fellow of the higher education academy. He has written over 80-refereed conference and journal papers, and authored four books, including the first textbook on Physically Unclonable Functions. His research expertise include evaluation of security of hardware devices, development of appropriate countermeasures, the development of mathematical formalisms of reliability issues in CMOS circuits (e.g. crosstalk, radiation, ageing), and the use of fault tolerance techniques to improve the robustness of electronics systems against such issues.. Dr Halak lectures on digital design, Secure Hardware and Cryptography, supervises a number of MSc and PhD students, and is the ECS Exchange Coordinators. He is also leading European Masters in Embedded Computing Systems (EMECS) , a two year course run in collaboration with Kaiserslautern University in Germany and the Norwegian University of Science and Technology in Trondheim (electronics and communication). Dr Halak serves on several technical program committees such as HOST, IEEE DATE, IVSW, ICCCA, ICCCS, MTV and EWME. He is an associate editor of IEEE access and an editor of the IET circuit devices and system journal. He is also a member of the hardware security-working group of the World Wide Web Consortium (W3C).
A selcted list of Dr Halak 's external activities are included below;
Editorship
International Conferences Organisation
Advisory Roles
Hardware Security
The Internet of Things (IoT) consists of numerous inter-connected resource-constrained devices such as sensors nodes and actuators, which are linked to the Internet. By 2020 it is anticipated that the IoT paradigm will include approximately 20 billion connected devices. The interconnection of such devices provides the ability to collect a huge amount of data for processing and analysis. A significant portion of the transacted data between IoT devices is private information, which must not in any way be eavesdropped on or tampered with. Such devices typically have limited area and energy resources, which makes the use of classic cryptography prohibitively expensive. Physically Unclonable Functions (PUFs) are a class of novel hardware security primitives that promise a paradigm shift in many security applications; their relatively simple architecture can answer many of the security challenges of energy-constrained IoT devices. I am working on developing hardware-based security solutions for resource-constrained IoT devices using physically Unclonable functions and hardware monitoring schemes.
Reliability and Fault Tolerance Techniques
Aggressive technology scaling has aggravated a number of reliability problems, particularly the aging of CMOS devices. This is caused by several mechanisms, namely: Bias Temperature Instability (BTI) is usually considered as the primary reliability concern in modern technologies, it is characterized by a positive shift in the absolute value of the threshold voltage of MOS devices, which leads to an increase in the propagation delay of various components in System-on-Chips over time. If this performance degradation exceeds circuit time margins, it may lead to system failure, thus reducing its long-term reliability. Other reliability problems include crosstalk noise and radiation. I am working on developing a range of solutions enhance the resiliency of CMOS circuits against these various reliability problems. To reduce the impact of ageing; I am looking into the use of ageing prediction sensors, circuit-level mitigating techniques and ageing aware synthesis. My work also includes developing radiation hardened designs and enhancing the reliability of on chip communications
Secure Hardware Design
I lead this master-level module, it cover security and trust from hardware prespectives.It also discusses the vulnerabilities of modern Systems on Chip design flow and how these can become legitimate security threats such as hardware trojans and physical attacks.
Cryptography
I lead this master-level module, it covers the mathematics, techniques, and applications of modern cryptography, it also covers the history of code making and code breaking, and draw lessons for the future from the mistakes and successes of the past.
Digital IC and Systems Design
I teach this third year module, it provides a coherent introduction to digital VLSI design in CMOS, and to give students a broad understanding of the main principles required for system-on-chip design. Advanced techniques such as timing analysis and asynchronous design are also introduced..
ELEC2221 Digital Systems and Signal Processing at University of Southampton Malaysia Campus
I have tought the digital design part on this second year course, it introduces techniques of designing robust, testable sequential digital systems, writing and debugging synthesisable modules in a hardware description language (SystemVerilog) and verifying the functionality of those modules by simulation. It provides practical experience in the design and diagnosis of sequential digital systems.
Embedded Systems Design and IoT Technologies: Kazakh-British Technical University
I led this master-level module, it covers the principels of Embedded Systems Design with particular focus on relevant computer architectures such as those by ARM and MIPS.
Introduction on Embedded Systems Security: University of Kaiserslautern, Germany
I led this master-level module, it covers the the principles of designing secure embedded systems with reference to new emerging industrial design framework such as ARM PSA and gives detailed information on emerging security premitives such as physically unclonable functions, it aslo covers a number of related topics including Hardware Trojan and IC-counterfiet.
Hardware-based Security Solutions for the Internet of Things: IEEE Tutorial at Khalifa University, UAE
This tutorial discusses the design challenges of secure IoT systems and how to use hardware security to tackle those challenges, it also explains explain the design principles of Physically Unclonable Functions.
Halak, Basel and Yakovlev, Alex (2011) Statistical analysis of crosstalk-induced errors for on-chip interconnects. IET Computers & Digital Techniques, 5 (2).
Halak, Basel and Yakovlev, Alex (2010) Throughput Optimization for Area-Constrained Links With Crosstalk Avoidance Methods. IEEE Transactions on Very Large Scale Integration (VLSI) Systems, 18 (6).
Halak, Basel, Yakovlev, Alex and O' Niell, Anthony (2010) Is a single cell sensor possible? Engineering in Medicine and Biology Society (EMBC), 2010 Annual International Conference of the IEEE, Buenos Aires. 30 Aug - 03 Sep 2010.
Halak, Basel and Yakovlev, Alex (2008) Bandwidth-Centric Optimisation for Area-Constrained Links with Crosstalk Avoidance Methods. Design, Automation and Test in Europe, 2008. DATE '08.
Halak, Basel, Shedabale, Santosh, Ramakrishnan, Hiran, Yakovlev, Alex and Russell, Gordon (2008) The impact of variability on the reliability of long on-chip interconnect in the presence of crosstalk. SLIP '08 Proceedings of the 2008 international workshop on System level interconnect prediction.
Halak, Basel and Yakovlev, Alex (2008) Fault-Tolerant Techniques to Minimize the Impact of Crosstalk on Phase Encoded Communication Channels. IEEE Transactions on Computers, 57 (4), 505-519.
Halak, Basel and Russell, Gordon (2006) The Analysis of the Implementation of Concurrent Error Detection in Multi-Level Flash Memories. IEEE European Test Symposium.
Murphy, Julian, O'Neill, Maire, Burns, Frank, Bystrov, Alex, Yakovlev, Alex and Halak, Basel (2012) Self-timed physically unclonable functions. 5th IFIP International Conference on New Technologies, Mobility and Security (NTMS 2012), Istanbul. 06 - 09 May 2012. 5 pp . (doi:10.1109/NTMS.2012.6208707).
Halak, Basel, Murphy, Julian and Yakovlev, Alex (2013) Power balanced circuits for leakage-power-attacks resilient design. International Association for Cryptologic Research, 2013 (48).
Halak, Basel (2013) Partial coding algorithm for area and energy efficient crosstalk avoidance codes implementation. IET Computers & Digital Techniques. (doi:10.1049/iet-cdt.2013.0113). (In Press)
Halak, Basel, MA, Teng and Wei, Ximeng (2014) A Dynamic CDMA Network for Multicore Systems. Microelectronics Journal. (In Press)
Lin, Yang, Zwolinski, Mark and Halak, Basel (2014) A Low-Cost Radiation Hardened Flip-Flop. Design, Automation and Test in Europe (DATE).
Lin, Yang, Zwolinski, Mark and Halak, Basel (2014) An Energy-Efficient Radiation Hardened Register File Architecture for Reliable Microprocessors. Silicon Errors in Logic - System Effects (SELSE).
Lin, Yang, Zwolinski, Mark and Halak, Basel (2014) An energy efficient radiation hardened register file architecture. Designing with Uncertainty - Opportunities & Challenges Workshop, York, United Kingdom. 17 - 19 Mar 2014. 3 pp .
Halak, Basel, Ma, Teng and Ximeng, Wei (2014) High throughput CDMA communication architecture for many cores systems. Designing with Uncertainty - Opportunities & Challenges Workshop, York, United Kingdom. 17 - 19 Mar 2014. 2 pp .
Halak, Basel (2014) VLSI Design of ECG Monitor from Concept to Silicon , LAP LAMBERT Academic Publishing, 76pp.
Nawi, Illani Mohd, Halak, Basel and Zwolinski, M. (2015) Reliability Analysis of Comparators. DATE Workshop: Designing with Uncertainty - Opportunities & Challenges.
Halak, Basel and Yakovlev, Alex (2006) Crosstalk Minimization Techniques for Phase Encoded On Chip Links. Asynchronous Design UK Forum.
Halak, Basel and Yakovlev, Alex (2007) Bandwidth-Centric Optimisation for Fixed Width Links. Asynchronous Design UK Forum.
Halak, Basel, El-Hajjar, Mohammed, Hu, Qiongda and Lu, Yue (2015) Energy-Efficient Adaptive MIMO Decoders. Science and Information Conference. (In Press)
Halak, Basel, Hu, Yizhong Hu and Mispan, Mohd Syafiq (2015) Area Efficient Configurable Physical Unclonable Functions for FPGAs Identification. IEEE International Symposium on Circuits and Systems (ISCAS), Lisbon, Portugal. 23 - 26 May 2015.
Nawi, Illani Mohd, Halak, Basel and Zwolinski, Mark (2015) Analysis of the Reliability of Comparator circuits. IEEE PRIME, Glasgow City, United Kingdom.
MISPAN, Mohd Syafiq, Halak, Basel, Chen, Zufu and Zwolinski, Mark (2015) TCO-PUF: A Subthreshold Physical Unclonable Function. IEEE PRIME, Glasgow City, United Kingdom.
Bello, Ibrahim A., Halak, Basel, El-Hajjar, Mohammed and Zwolinski, Mark (2015) VLSI Implementation of a Scalable K-best MIMO Detector. The 15th International Symposium on Communications and Information Technologies (ISCIT 2015), Japan, Japan. (doi:10.1109/ISCIT.2015.7458362).
Abbas, Haider, Halak, Basel and Zwolinski, Mark (2015) An Application-Specific NBTI Ageing Analysis Method. International Workshop on CMOS Variability, Rua da Fonte do Boi, 216 - Rio Vermelho, Bahia,, Brazil.
Halak, Basel, Murphy, J. and Yakovlev, Alex (2015) Power balanced circuits for leakage-power-attacks resilient design. IEEE Science and Information Conference, London, United Kingdom. 27 - 30 Jul 2015.
Lin, Yang, Zwolinski, Mark and Halak, Basel (2016) A low-cost, radiation-hardened method for pipeline protection in microprocessors. IEEE Transactions on Very Large Scale Integration (VLSI) Systems, 24 (5), 1688-1701. (doi:10.1109/TVLSI.2015.2475167).
Bello, Ibrahim, Halak, Basel, El-Hajjar, Mohammed and Zwolinski, Mark (2016) A survey of VLSI implementations of tree search algorithms for MIMO detection. Circuits Systems and Signal Processing, 35 (10), 3644-3674. (doi:10.1007/s00034-015-0218-y).
Nawi, Illani, Halak, Basel and Zwolinski, Mark (2016) Ageing Impact on a High Speed Voltage Comparator with Hysteresis. Workshop on Early Reliability Modeling for Aging and Variability in Silicon Systems.
Haider, Abbas, Halak, Basel and Zwolinsk, Mark (2016) Static Aging Analysis Using 3-Dimensional Delay Library. Workshop on Early Reliability Modeling for Aging and Variability in Silicon Systems.
Sai, Gaole, Halak, Basel and Zwolinski, Mark (2016) Multi-Path Ageing Sensor for Cost-efficient Delay-Fault Prediction. Workshop on Early Reliability Modeling for Aging and Variability in Silicon Systems.
Shengyu, Duan, Halak, Basel, Zwolinski, Mark and Wong, Rick (2016) NBTI Lifetime Evaluation and Extension in Instruction Caches. Workshop on Early Reliability Modeling for Aging and Variability in Silicon Systems.
Halak, Basel and El-Hajjar, Mohammed (2016) Plagiarism detection and prevention techniques in engineering education. 11th European Workshop on Microelectronics Education, Southampton, United Kingdom. 10 - 12 May 2016. (doi:10.1109/EWME.2016.7496465).
Halak, Basel and Wilson, Peter (2016) Design and evaluation of a system-on-a-chip course. In Microelectronics Education (EWME), 2016 11th European Workshop on. IEEE.. (doi:10.1109/EWME.2016.7496469).
Halak, Basel and Chiu, Hsien-Chih (2016) Modified micropipline architecture for synthesizable synchronous FIR filter design. International Journal of VLSI Design & Communication Systems, Spring Issue. (doi:10.5121/vlsic.2016.7101).
Nawi, Illani Mohd, Halak, Basel and Zwolinski, Mark (2016) The influence of hysteresis voltage on single event transients in a 65nm CMOS high speed comparator. 21st IEEE European Test Symposium. (doi:10.1109/ETS.2016.7519300).
Halak, Basel, Rossi, Daniele and Jiajing, Cai (2016) Analysis of BTI aging of level shifters. In 2016 IEEE 22nd International Symposium on On-Line Testing and Robust System Design (IOLTS). IEEE.. (doi:10.1109/IOLTS.2016.7604662).
Mispan, Mohd, Halak, Basel and Zwolinski, Mark (2016) NBTI analysis on PUF-based differential architectures. 22nd IEEE International Symposium on On-Line Testing and Robust System Design. (In Press)
Bills, Oliver and Halak, Basel (2016) Enhancement techniques for student engagement in cybersecurity education. The National Conference on Learning and Teaching in Cybersecurity, , Birmingham, United Kingdom. 15 May - 15 Jun 2016. 1 pp . (In Press)
Halak, Basel and Yilmaz, Yildiran (2016) Cryptotool: A secure data storage software. The National Conference on Learning and Teaching in Cybersecurity, , Birmingham, United Kingdom. 15 May - 15 Jun 2016. 1 pp . (In Press)
Halak, Basel (2016) The effects of BTI aging on the susceptibility of on-chip communication schemes to soft errors in nano-scale CMOS technologies. In, Thus Asynchronous World. Newcastle upon Tyne, GB. Newcastle University, pp. 150-166. (In Press)
Halak, Basel, Waizi, Said Subhan and Islam, Asad (2016) A survey of hardware implementations of elliptic curve cryptographic systems Santa Barbara, US. Cryptology ePrint Archive 5pp. (In Press)
Halak, Basel, El-Hajjar, Mohammed, Toma, Ogeen H. and Cheng, Zhuofan (2016) Energy-efficient hardware implementation of LR-aided K-Best MIMO decoder for 5G networks. Journal of Low Power Electronics and Applications, 6 (12), 1-10. (doi:10.3390/jlpea6030012).
Wightwick, Andrew and Halak, Basel (2016) Secure communication interface design for IoT applications, using the GSM network. 2016 IEEE 59th International Midwest Symposium on Circuits and Systems (MWSCAS Abu Dhabi 2016), Abu Dhabi, United Arab Emirates. 15 - 18 Oct 2016. (In Press)
Halak, Basel, Zwolinski, Mark and Mispan, Mohd (2016) Overview of PUF-based hardware security solutions for the Internet of Things. 2016 IEEE 59th International Midwest Symposium on Circuits and Systems (MWSCAS Abu Dhabi 2016), Abu Dhabi, United Arab Emirates. 15 - 18 Oct 2016. (In Press)
Halak, Basel and Zwolinski, Mark (2016) Hardware-based security solutions for the Internet of Things using physical unclonable functions. 2016 IEEE 59th International Midwest Symposium on Circuits and Systems (MWSCAS Abu Dhabi 2016), Abu Dhabi, United Arab Emirates. 15 - 18 Oct 2016. (In Press)
Halak, Basel and El-Hajjar, Mohammed (2016) How to prevent plagiarism in engineering education. TEM Workshop on Pedagogies: Best Practice Considerations, York, United Kingdom. 10 Jul 2016.
Halak, Basel, Tenentes, Vasileios and Rossi, Daniele (2016) The impact of BTI aging on the reliability of level shifters in nano-scale CMOS technology. Microelectronics Reliability, 67, 74-81. (doi:10.1016/j.microrel.2016.10.018).
Halak, Basel, Tenentes, Vasileios and Rossi, Daniele (2016) Data-set supporting the article entitled "The impact of BTI aging on the reliability of level shifters in nano-scale CMOS technology". University of Southampton doi:10.5258/SOTON/403411 [Dataset]
Mispan, Mohd, Zwolinski, Mark and Halak, Basel (2016) SRAM-PUF Based on Selective Power-Up and Non-Destructive Scheme. 17th International Workshop on Microprocessor/SoC Test and Verification (MTV 2016), United States, United States. (In Press)
Halak, Basel (2017) Teaching Hardware Security at Southampton University: A Course Design and Evaluation. 2017 STEM Higher Education Academy conference.
Abbas, Haider, Zwolinski, Mark and Halak, Basel (2016) NBTI and PBTI Mitigation Techniques by Architectural Anti-Aging Patterns. 17th International Workshop on Microprocessor/SoC Test and Verification (MTV 2016), United States, United States. (In Press)
Halak, Basel (2016) Secure Hardware Design of IoT Nodes using Physically Unclonable Functions. ARM Research Summit 2016, Cambridge, United Kingdom. 14 - 15 Sep 2016. (In Press)
Yakovlev, Alex, AL-Dallo, Mohammed and Halak, Basel (2017) Energy efficient bootstrapped CMOS inverter for ultra-low power applications. In 2016 IEEE International Conference on Electronics, Circuits and Systems (ICECS),. IEEE. pp. 516-519 . (doi:10.1109/ICECS.2016.7841252).
Halak, Basel (2017) Course on secure hardware design of silicon chips. IET Circuits, Devices & Systems, 11 (4), 304-309. (doi:10.1049/iet-cds.2017.0028).
Mispan, Mohd Syafiq, Halak, Basel and Zwolinski, Mark (2016) NBTI aging evaluation of PUF-based differential architectures. In 2016 IEEE 22nd International Symposium on On-Line Testing and Robust System Design (IOLTS). IEEE.. (doi:10.1109/IOLTS.2016.7604680).
Halak, Basel, Zwolinski, Mark and Mispan, M. Syafiq (2017) Overview of PUF-Based hardware security solutions for the internet of things. In 2016 IEEE 59th International Midwest Symposium on Circuits and Systems, MWSCAS 2016. IEEE. 4 pp . (doi:10.1109/MWSCAS.2016.7870046).
Woo, Lai Leng, Halak, Basel and Zwolinski, Mark (2017) Hardware performance counters for system reliability monitoring. In 2nd International Verification and Security Workshop: IVSW 2017. IEEE.. (doi:10.1109/IVSW.2017.8031548).
Mispan, Mohd Syafiq, Halak, Basel and Zwolinski, Mark (2017) Lightweight obfuscation techniques for modeling attacks resistant PUFs. In 2nd International Verification and Security Workshop: IVSW 2017. IEEE.. (doi:10.1109/IVSW.2017.8031539).
Duan, Shengyu, Halak, Basel and Zwolinski, Mark (2017) An ageing-aware Digital Synthesis Approach. In 14th International Conference on Synthesis, Modeling, Analysis and Simulation Methods and Applications to Circuit Design : SMACD 2017. IEEE.. (doi:10.1109/SMACD.2017.7981556).
Sai, Gaole, Halak, Basel and Zwolinski, Mark (2017) A cost-efficient delay-fault monitor. In IEEE International Symposium on Circuits and Systems: ISCAS 2017. IEEE. 4 pp . (doi:10.1109/ISCAS.2017.8050830).
Sai, Gaole, Halak, Basel and Zwolinski, Mark (2018) Multi-path ageing sensor for cost-efficient delay fault prediction. IEEE Transactions on Circuits and Systems Part II: Analog and Digital Signal Processing, 65 (4), 491-495. (doi:10.1109/TCSII.2017.2732028).
Abbas, Haider Muhi, Halak, Basel and Zwolinski, Mark (2017) BTI mitigation by anti-ageing software patterns. Microelectronics Reliability, 79 (12), 79-90, [MR-D-16-00764R4]. (doi:10.1016/j.microrel.2017.10.009).
Halak, Basel, El-Hajjar, Mohammed and Hassanein, Ahmed (2018) Hardware efficient architecture for element-based lattice reduction aided K-Best detector for MIMO systems. Journal of Sensors and Actuator networks, 7 (2), [22]. (doi:10.3390/jsan7020022).
Duan, Shengyu, Zwolinski, Mark and Halak, Basel (2018) Lifetime reliability-aware digital synthesis. IEEE Transactions on Very Large Scale Integration (VLSI) Systems, 26 (11), 2205-2216. (doi:10.1109/TVLSI.2018.2861820).
Woo, Lai Leng, Zwolinski, Mark and Halak, Basel (2018) Early detection of system-level anomalous behaviour using hardware performance counters. In 2018 Design, Automation & Test in Europe Conference & Exhibition (DATE). vol. 2018-January, Institute of Electrical and Electronics Engineers Inc. pp. 485-490 . (doi:10.23919/DATE.2018.8342057).
Bello, Ibrahim A., Halak, Basel, El-Hajjar, Mohammed and Zwolinski, Mark (2018) Hardware implementation of a low-power K-Best MIMO detector based on a hybrid merge network. In 2018 28th International Symposium on Power and Timing Modeling, Optimization and Simulation (PATMOS). IEEE.. (doi:10.1109/PATMOS.2018.8464169).
Duan, Shengyu (2018) Dataset for Lifetime Reliability-aware Digital Synthesis. University of Southampton doi:10.5258/SOTON/D0559 [Dataset]
Mispan, Mohd Syafiq, Su, Haibo, Zwolinski, Mark and Halak, Basel (2018) Cost-efficient design for modeling attacks resistant PUFs. In Proceedings of the 2018 Design, Automation and Test in Europe Conference and Exhibition, DATE 2018. vol. 2018-January, Institute of Electrical and Electronics Engineers Inc. pp. 467-472 . (doi:10.23919/DATE.2018.8342054).
Mispan, Mohd Svafiq, Duan, Shengyu, Halak, Basel and Zwolinski, Mark (2018) A reliable PUF in a dual function SRAM. In 2018 IEEE 28th International Symposium on Power and Timing Modeling, Optimization and Simulation, PATMOS 2018. Institute of Electrical and Electronics Engineers Inc. pp. 76-81 . (doi:10.1109/PATMOS.2018.8464143).
Yilmaz, Yildiran, Gunn, Steve R. and Halak, Basel (2018) Lightweight PUF-based authentication protocol for IoT devices. In 2018 IEEE 3rd International Verification and Security Workshop, IVSW 2018. Institute of Electrical and Electronics Engineers Inc. pp. 38-43 . (doi:10.1109/IVSW.2018.8494884).
Su, Haibo, Zwolinski, Mark and Halak, Basel (2018) A machine learning attacks resistant two stage physical unclonable functions design. In 2018 IEEE 3rd International Verification and Security Workshop, IVSW 2018. Institute of Electrical and Electronics Engineers Inc. pp. 52-55 . (doi:10.1109/IVSW.2018.8494839).
Duan, Shengyu, Halak, Basel and Zwolinski, Mark (2018) Cell flipping with distributed refresh for cache ageing minimization. In Proceedings - 2018 IEEE 27th Asian Test Symposium, ATS 2018. vol. 2018-October, IEEE Computer Society Press. pp. 98-103 . (doi:10.1109/ATS.2018.00029).
Lu, Yue, Duan, Shengyu, Halak, Basel and Kazmierski, Tom (2019) A variation-aware design methodology for distributed arithmetic. Electronics (Switzerland), 8 (1), 1-12, [108]. (doi:10.3390/electronics8010108).
Bello, Ibrahim, Halak, Basel, El-Hajjar, Mohammed and Zwolinski, Mark (2019) VLSI implementation of a fully-pipelined K-best MIMO detector with successive interference cancellation. Circuits, Systems, and Signal Processing, 1-23. (doi:10.1007/s00034-019-01079-0).
Lu, Yue, Duan, Shengyu, Halak, Basel and Kazmierski, Tom J. (2019) A cost-efficient error-resilient approach to distributed arithmetic for signal processing. Microelectronics Reliability, 93, 16-21. (doi:10.1016/j.microrel.2018.12.007).
Mispan, Mohd Syafiq, Duan, Shengyu, Halak, Basel and Zwolinski, Mark (2019) A reliable PUF in a dual function SRAM. Integration the VLSI Journal, 68, 12-21. (doi:10.1016/j.vlsi.2019.06.001).
Woo, Lai Leng (2019) Hardware Performance Counters Data for Prediction of Potential Failure in Embedded Systems. University of Southampton doi:10.5258/SOTON/D1147 [Dataset]
Do, Viet-Hoa, Yilmaz, Yildiran and Halak, Basel (2020) ARMOR: An anti-counterfeit security mechanism for low cost Radio frequency identification systems. IEEE Transaction on Emerging Topics in Computing. (doi:10.1109/TETC.2020.2964435).
Aniello, Leonardo, Halak, Basel, Chai, Peter, Dhall, Riddhi, Mihalea, Mircea and Wilczynski, Adrian (2020) Anti-BlUFf: towards counterfeit mitigation in IC supply chains using Blockchain and PUF. International Journal of Information Security, 445–460. (doi:10.1007/s10207-020-00513-8).
Yilmaz, Yildiran, Aniello, Leonardo and Halak, Basel (2021) ASSURE: A hardware-baSed SecUrity pRotocol for resourcE-constrained IoT systems. Journal of Hardware and Systems Security, 5, 1-18. (doi:10.1007/s41635-020-00102-0).
Al-Daloo, Mohammed, Abufalgha, Mohamed A., Yakovlev, Alex and Halak, Basel (2020) Bootstrapped driver and the single-event-upset effect. IEEE Transactions on Circuits and Systems I: Regular Papers, 67 (10), 3309-3319, [9145625]. (doi:10.1109/TCSI.2020.3008112).
Abbas, Haider Muhi, Zwolinski, Mark and Halak, Basel (2020) Learning-based BTI stress estimation and mitigation in multi-core processor systems. Microprocessors and Microsystems, 81. (doi:10.1016/j.micpro.2020.103713).
Su, Haibo, Halak, Basel and Zwolinski, Mark (2019) Two-stage architectures for resilient lightweight PUFs. In 2019 IEEE 4th International Verification and Security Workshop (IVSW). IEEE.. (doi:10.1109/IVSW.2019.8854400).
Aitchison, Callum, Buckle, Roman, Ch'ng, Alvin, Clarke, Christian, Malley, Jacob and Halak, Basel (2020) On the integration of physically unclonable functions into ARM TrustZone security technology. In 2020 European Conference on Circuit Theory and Design (ECCTD). IEEE. 4 pp . (doi:10.1109/ECCTD49232.2020.9218417).
Mispan, Mohd Syafiq, Halak, Basel and Zwolinski, Mark (2021) A survey on the susceptibility of PUFs to invasive, semi-invasive and noninvasive attacks: challenges and opportunities for future directions. Journal of Circuits, Systems and Computers, 30 (11), [2130009]. (doi:10.1142/S0218126621300099).
Aniello, Leonardo, Halak, Basel, Chai, Peter, Dhall, Riddhi, Mihalea, Mircea and Wilczynski, Adrian (2021) Securing Hardware Supply Chain Using PUF. In, Halak, Basel (ed.) Authentication of Embedded Devices: Technologies, Protocols and Emerging Applications. Springer.
Yilmaz, Yildiran, Aniello, Leonardo and Halak, Basel (2021) ASSURE: A hardware-based security protocol for internet of things devices. In, Halak, Bael (ed.) Authentication of Embedded Devices: Technologies, Protocols and Emerging Applications. 1 ed. Springer International Publishing, pp. 55-87. (doi:10.1007/978-3-030-60769-2).
Halak, Basel, Hall, Christian, Fathir, Syed, Kit, Nelson, Raymonde, Ruwaydah, Gimson, Michael, Kida, Ahmad and Vincent, Hugo (2022) Towards autonomous physical security defenses using machine learning. IEEE Access, 10. (doi:10.1109/ACCESS.2022.3175615).
Telephone: +44 (0) 23 8059 7381
Email: B.Halak@soton.ac.uk
I am an Associate Professor in Computer Science at the University of Southampton. Prior to that I graduated with a Diploma and later a PhD in Physics from the Institute of Theoretical Physics at the University of Leipzig and then worked as a Postdoctoral Researcher and later Research Scientist at CSIRO's division of atmospheric research.
My main research interest is in interdisciplinary applications of non-linear dynamics and network science to complex systems. Some recent examples include work on
Most of my research is related to the structure of and dynamics on complex networks with particular interests in the dynamics of synchronization, evolutionary games on networks, models of consensus formation and opinion control, and optimal network designs. See my list of publications for recent work and my personal home page (see link above) for more detail on possible research topics/projects under my supervision.
If you are interested in studying for a PhD in any of these areas, feel free to contact me to discuss in person.
Brede, Markus (2010) Coordinated and uncoordinated optimization of networks. Physical Review E, 81 (6), 066104-[10]. (doi:10.1103/PhysRevE.81.066104).
Brede, Markus, Boschetti, Fabio and McDonald, David (2008) Strategies for resource exploitation. Ecological Complexity, 5 (1), 22-29. (doi:10.1016/j.ecocom.2007.07.002).
Brede, Markus (2008) Synchrony-optimized networks of non-identical Kuramoto oscillators. Physics Letters A, 372 (15), 2618-2622. (doi:10.1016/j.physleta.2007.11.069).
Brede, M. (2008) Locals vs. global synchronization in networks of non-identical Kuramoto oscillators. The European Physical Journal B, 62 (1), 87-94. (doi:10.1140/epjb/e2008-00126-9).
Brede, Markus (2008) Construction principles for highly synchronizable sparse directed networks. Physics Letters A, 372 (32), 5305-5308. (doi:10.1016/j.physleta.2008.06.017).
Brede, M. (2008) Synchronization on directed small worlds: Feed forward loops and cycles. Europhysics Letters, 84 (4), 40004-[6pp]. (doi:10.1209/0295-5075/84/40004).
Boschetti, Fabio and Brede, Markus (2009) An information-based adaptive strategy for resource exploitation in competitive scenarios. Technological Forecasting and Social Change, 76 (4), 525-532. (doi:10.1016/j.techfore.2008.05.005).
Brede, Markus and de Vries, Bert J.M. (2009) Networks that optimize a trade-off between efficiency and dynamical resilience. Physics Letters A, 373 (43), 3910-3914. (doi:10.1016/j.physleta.2009.08.049).
Brede, M. and De Vries, H.J.M. (2010) Harvesting heterogeneous renewable resources: Uncoordinated, selfish, team-, and community-oriented strategies. Environmental Modelling & Software, 25 (1), 117-128. (doi:10.1016/j.envsoft.2009.07.007).
Brede, M. (2010) Optimal synchronization on strongly connected directed networks. The European Physical Journal B, 74 (2), 217-225. (doi:10.1140/epjb/e2010-00016-7).
Brede, Markus (2010) Optimal synchronization in space. Physical Review E, 81 (2), 025202-[4pp]. (doi:10.1103/PhysRevE.81.025202).
Brede, Markus (2010) The synchronization transition in correlated oscillator populations. Physica D: Nonlinear Phenomena, 239 (18), 1759-1765. (doi:10.1016/j.physd.2010.05.010).
Brede, M. (2010) Small worlds in space: synchronization, spatial and relational modularity. Europhysics Letters, 90 (6), 60005-[6pp]. (doi:10.1209/0295-5075/90/60005).
Brede, M. (2011) Playing against the fittest: a simple strategy that promotes the emergence of cooperation. Europhysics Letters, 94 (3), 30003-[7pp]. (doi:10.1209/0295-5075/94/30003).
Brede, Markus (2011) Growth and optimality in network evolution. Artificial Life, 17 (4), 281-291. (doi:10.1162/artl_a_00039).
Brede, Markus (2011) The evolution of cooperation on correlated payoff landscapes. Artificial Life, 17 (4), Autumn Issue, 365-373. (doi:10.1162/artl_a_00044).
Brede, Markus and Boschetti, Fabio (2009) Commons and anticommons in a simple renewable resource harvest model. Ecological Complexity, 6 (1), 56-63. (doi:10.1016/j.ecocom.2008.10.009).
Brede, Markus (2007) Network characteristics that facilitate the stable evolution of cooperation. Complex Systems II, Canberra, ACT, Australia. 68020R-68020R . (doi:10.1117/12.769308).
Brede, Markus (2007) The prisoner's dilemma with image scoring on networks: How does a player's strategy depend on its place in the social network? 3rd Australian Conference on Artificial Life, Gold Coast, Australia. 04 - 06 Dec 2007. pp. 222-231 .
Newth, David and Brede, Markus (2006) Fitness landscape analysis and optimization of coupled oscillators. Complex Systems, 16 (4), 317-331.
Newth, David and Brede, Markus (2005) Optimizing coupled oscillators for stability. 18th Australian Joint Conference on Artificial Intelligence, Sydney, Australia. 05 - 09 Dec 2005. pp. 1327-1330 .
Behn, U., Brede, Markus and Richter, Joachim (2004) Nonlinear dynamics and statistical physics of models for the immune system. In, Deutch, A., Howard, J., Falcke, M. and Zimmermann, W. (eds.) Function and Regulation of Cellular Systems. Basel, CH. Birkhäuser, pp. 399-410.
Brede, Markus and Behn, Ulrich (2003) Patterns in randomly evolving networks: Idiotypic networks. Physical Review E, 67 (3). (doi:10.1103/PhysRevE.67.031920).
Wilmers, Christopher C., Sinha, Sitabhra and Brede, Markus (2002) Examining the effects of species richness on community stability: an assembly model approach. Oikos, 99 (2), 363-367. (doi:10.1034/j.1600-0706.2002.990218.x).
Brede, Markus and Behn, Ulrich (2001) Architecture of idiotypic networks: Percolation and scaling Behavior. Physical Review E, 64 (1). (doi:10.1103/PhysRevE.64.011908).
Grigg, N.J., Boschetti, F., Brede, M. and Finnigan, J.J. (2011) A probabilistic approach to exploring low-dimensional global dynamics. [in special issue: Earth System Science 2010: Global Change, Climate and People] Procedia Environmental Sciences, 6, 122-135. (doi:10.1016/j.proenv.2011.05.013).
Gunasekara, D, Ford, M, Heyhoe, E, Ahammad, H, Phipps, S, Harman, I, Finnigan, J and Brede, Markus (2008) Global Integrated Assessment Model: A New Analytical Tool for Assessing Climate Change Risks and Policies. Australian Commodities, 15 (1), 195-216.
Boschetti, Fabio and Brede, Markus (2009) Competitive scenarios, community responses and organisational implications. Emergence: Complexity and Organization, 11 (4), 39-47.
Brede, Markus and Newth, David (2008) Patterns in syntactic dependency networks from authored and randomised texts. Complexity International, 12 (msid23).
Brede, Markus (2010) Optimizing spatially embedded networks for synchronization. Artificial Life XII: Twelfth International Conference on the Synthesis and Simulation of Living Systems, Odense, Denmark. 18 - 22 Aug 2010. pp. 295-302 .
Tanimoto, J., Yamauchi, A. and Brede, M. (2012) Network reciprocity by coexisting learning and teaching strategies. Physical Review E, 85 (3), 032101-[4 pages]. (doi:10.1103/PhysRevE.85.032101).
Brede, Markus (2012) Book review: Networks-An Introduction by Mark E. J. Newman. Artificial Life, 18 (2), 241-242.
Brede, Markus (2012) Preferential opponent selection in public goods games. Advances in Complex Systems, 15 (7).
Brede, Markus and de Vries, B.J.M. (2013) The energy transition in a climate constrained world: regional vs. global optimization. [in special issue: Thematic Issue on Innovative Approaches to Global Change Modelling] Environmental Modelling & Software, 44, 44-61. (doi:10.1016/j.envsoft.2012.07.011).
Brede, Markus (2013) Short versus long term benefits and the evolution of cooperation in the prisoner's dilemma game. PLoS ONE, 8 (2).
Brede, Markus (2013) Costly advertising and the evolution of cooperation. PLoS ONE. (In Press)
Finnigan, John, Brede, Markus and Grigg, Nicola (2013) Quantitative modelling of the human–Earth System a new kind of science? In, Negotiating our future: Living scenarios for Australia to 2050 Vol II. Canberra, ACT. Australian Academy of Science, pp. 119-146.
Moran, Timothy, Brede, Markus, Ianni, Antonella and Noble, J. (2013) The origin of money: an agent-based model. ECAL 2013, Taormina, Italy. 8 pp .
Brede, M. and Tudge, Simon (2013) Replication strategies and the evolution of cooperation by exploitation. ECAL 2013, Taormina, Italy. pp. 300-307 .
Brede, M. and Noble, J. (2013) The coevolution of costly heterogeneities and cooperation in the prisoner's dilemma game. ECAL 2013, Taormina, Italy. pp. 159-166 .
Stella, Massimo and Brede, Markus (2014) A k-deformed model of growing complex networks with fitness. Physica A: Statistical Mechanics and its Applications, 407, 360-368. (doi:10.1016/j.physa.2014.04.009).
Falahat, Darius P., Gerding, Enrico H. and Brede, Markus (2013) Evolving Behaviour-Dependent Strategies in Agent Negotiations. 12th European Conference on Artificial Life (ECAL 2013), Taormina, Italy. 01 - 05 Sep 2013. pp. 593-600 . (doi:10.7551/978-0-262-31709-2-ch085).
Stella, Massimo and Brede, Markus (2015) Patterns in the English language: phonological networks, percolation and assembly models. Journal of Statistical Mechanics: Theory and Experiment, 2015 (5), [P05006]. (doi:10.1088/1742-5468/2015/05/P05006).
Haslett, Garvin and Brede, Markus (2015) Planarity as a driver of Spatial Network structure. In Proceedings of the European Conference on Artificial Life 2015: ECAL 2015: The Thirteenth European Conference on Artificial Life. The MIT Press. pp. 431-437 . (doi:10.7551/978-0-262-33027-5-ch075).
Tudge, Simon J. and Brede, Markus (2015) A tale of two theorems: Comment on “Universal scaling for the dilemma strength in evolutionary games” by Z. Wang et al. Physics of Life Reviews, 14, 49-51. (doi:10.1016/j.plrev.2015.07.003).
De Caux, Bob, Brede, Markus and McGroarty, Frank (2016) Payment prioritisation and liquidity risk in collateralised interbank payment systems. Journal of International Financial Markets, Institutions and Money, 41, 139-150. (doi:10.1016/j.intfin.2015.12.009).
Tudge, Simon, Brede, Markus and Watson, Richard (2013) Cooperation and the division of labour. Proceedings of the twelfth European Conference on the Synthesis and Simulation of Living Systems, Taormina, Italy. 02 - 06 Sep 2013. 8 pp . (doi:10.7551/978-0-262-31709-2-ch001).
Tudge, Simon, Brede, Markus and Watson, Richard (2015) The evolution of assortment with multiple simultaneous games. The European Conference on Artificial Life 2015, York, United Kingdom. 19 - 23 Jul 2015. 7 pp .
Tudge, Simon, Brede, Markus, Watson, Richard and Gonzalez, Miguel (2014) Hamilton’s rule in non-additive games. Author's Original, 1-11. (Submitted)
Haslett, Garvin, Alistair, Bullock, Seth and Brede, Markus (2016) Data used to create plots in "Planar growth generates scale-free networks". University of Southampton doi:10.5258/SOTON/387243 [Dataset]
Haslett, Garvin, Bullock, Seth and Brede, Markus (2016) Planar growth generates scale-free networks. Journal of Complex Networks, 1-26. (doi:10.1093/comnet/cnw005). (In Press)
Tudge, Simon J., Watson, Richard A. and Brede, Markus (2016) Game theoretic treatments for the differentiation of functional roles in the transition to multicellularity. Journal of Theoretical Biology, 395, 161-173. (doi:10.1016/j.jtbi.2016.01.041).
Brede, Markus and Alexander C., Kalloniatis (2016) Frustration tuning and perfect phase synchronization in the Kuramoto-Sakaguchi model. Physical Review E, 93 (6), [062315]. (doi:10.1103/PhysRevE.93.062315).
Roman, Sabin, Bullock, Seth and Brede, Markus (2017) Coupled societies are more robust against collapse: a hypothetical look at Easter Island. Ecological Economics, 132, 264-278. (doi:10.1016/j.ecolecon.2016.11.003).
De Caux, Robert, Mcgroarty, Frank and Brede, Markus (2017) The evolution of risk and bailout strategy in banking systems. Physica A: Statistical Mechanics and its Applications, 468, 109-118. (doi:10.1016/j.physa.2016.10.005).
Wang, Tao, Brede, Markus, Ianni, Antonella and Mentzakis, Emmanouil (2017) Detecting and characterizing eating-disorder communities on social media. Tenth ACM International Conference on Web Search and Data Mining, , Cambridge, United Kingdom. 06 Feb 2016 - 10 Feb 2017 . pp. 91-100 . (doi:10.1145/3018661.3018706).
Kouvaris, Kostas, Clune, Jeff, Kounios, Loizos, Brede, Markus and Watson, Richard A. (2017) How evolution learns to generalise:: using the principles of learning theory to understand the evolution of developmental organisation. PLoS Computational Biology, 13 (4), 1-20, [e1005358]. (doi:10.1371/journal.pcbi.1005358).
Stella, Massimo, Beckage, Nicole and Brede, Markus (2017) Multiplex lexical networks reveal patterns in early word acquisition in children. Scientific Reports, 7, [46730]. (doi:10.1038/srep46730).
Roman, Sabin and Brede, Markus (2017) Topology-dependent rationality and quantal response equilibria in structured populations. Physical Review E, 95, [052310]. (doi:10.1103/PhysRevE.95.052310).
Brede, Markus and Kalloniatis, Alexander (2017) Controlling synchronisation through adaptive phase lags. In Proceedings of the 8th International Conference on Physics and Control (PhysCon 2017). IPME RAS. 8 pp .
Roman, Sabin, Palmer, Erica and Brede, Markus (2017) The dynamics of human-environment interactions in the collapse of the Classic Maya. Ecological Economics, 146, 312-324. (doi:10.1016/j.ecolecon.2017.11.007).
De Caux, Robert, McGroarty, Frank and Brede, Markus (2018) Growth and collapse: An agent-based banking model of endogenous leverage cycles and financial contagion. International Journal of Computational Economics and Econometrics, 8 (3/4), 370-387. (doi:10.1504/IJCEE.2018.096376).
Brede, Markus, Stella, Massimo and Kalloniatis, Alexander C. (2018) Competitive influence maximization and enhancement of synchronization in populations of non-identical Kuramoto oscillators. Scientific Reports, 8, [702]. (doi:10.1038/s41598-017-18961-z).
Stella, Massimo, Beckage, Nicole M., Brede, Markus and De Domenico, Manlio (2018) Multiplex model of mental lexicon reveals explosive learning in humans. Scientific Reports, 8, 1-11, [2259]. (doi:10.1038/s41598-018-20730-5).
Brede, Markus, Restocchi, Valerio and Stein, Sebastian (2018) Resisting influence: How the strength of predispositions to resist control can change strategies for optimal opinion control in the voter model. Frontiers in Robotics and AI, 5 (34). (doi:10.3389/frobt.2018.00034).
Wang, Tao, Mentzakis, Emmanouil, Brede, Markus and Ianni, Antonella (2019) Estimating determinants of attrition in eating disorder communities on Twitter: an Instrumental variables approach. Journal of Medical Internet Research, 21 (5), [e10942]. (doi:10.2196/10942).
Wang, Tao (2018) Data: Social Interactions in Online Eating Disorder Communities: A Network Perspective. University of Southampton doi:10.5258/SOTON/D0551 [Dataset]
Wang, Tao, Brede, Markus, Ianni, Antonella and Mentzakis, Emmanouil (2018) Social interactions in online eating disorder communities: a network perspective. PLoS ONE, 1-17, [e0200800]. (doi:10.1371/journal.pone.0200800).
Brede, Markus, Restocchi, Valerio and Stein, Sebastian (2019) Effects of time horizons on Influence maximization in the voter dynamics. Journal of Complex Networks, 7 (3), 445–468. (doi:10.1093/comnet/cny027).
Cobain, Matthew, Robert David, Brede, Markus and Trueman, Clive (2018) Taylor’s power law captures the effects of environmental variability on community structure: an example from fishes in the North Sea. Journal of Animal Ecology. (doi:10.1111/1365-2656.12923).
Brede, Markus, Restocchi, Valerio and Stein, Sebastian (2019) Transmission errors and influence maximization in the voter model. Journal of Statistical Mechanics: Theory and Experiment, 1-15. (doi:10.1088/1742-5468/ab054b).
Kalloniatis, Alexander and Brede, Markus (2019) Controlling and enhancing synchronisation through adaptive phase lags. Physical Review E, 99, [032303]. (doi:10.1103/PhysRevE.99.032303).
Wang, Tao, Brede, Markus, Ianni, Antonella and Mentzakis, Emmanouil (2019) Characterizing dynamic communication in online eating disorder communities: A multiplex network approach. Applied Network Science.
Brede, Markus (2019) How does active participation effect consensus: adaptive network model of opinion dynamics and influence maximizing rewiring. Complexity, 2019, [1486909]. (doi:10.1155/2019/1486909).
Chakraborty, Sukankana, Stein, Sebastian, Brede, Markus, Restocchi, Valerio, Swami, Ananthram and de Mel, Geeth (2019) Competitive influence maximisation using voting dynamics. Workshop on Social Influence held in conjunction with the 2019 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, , Vancouver, Canada. 27 - 30 Aug 2019. pp. 978-985 . (doi:10.1145/3341161.3345025).
Romero Moreno, Guillermo, Tran-Thanh, Long and Brede, Markus (2020) Shielding and shadowing: a tale of two strategies for opinion control in the voting dynamics. Cherifi, Hocine, Gaito, Sabrina, Mendes, José Fernendo, Moro, Esteban and Rocha, Luis Mateus (eds.) In Complex Networks and Their Applications VIII: Volume 1: Proceedings of the Eighth International Conference on Complex Networks and Their Applications COMPLEX NETWORKS 2019. vol. 881, Springer. pp. 682-693 . (doi:10.1007/978-3-030-36687-2_57).
Romero Moreno, Guillermo, Manino, Edoardo, Tran-Thanh, Long and Brede, Markus (2020) Zealotry and influence maximization in the voter model: when to target zealots? Barbosa, Hugo, Menezes, Ronaldo, Gomez-Gardenes, Jesus, Gonçalves, Bruno, Mangioni, Giuseppe and Oliveira, Marcos (eds.) In Complex Networks XI - Proceedings of the 11th Conference on Complex Networks, CompleNet 2020: Proceedings of the 11th Conference on Complex Networks CompleNet 2020. Springer. pp. 107-118 . (doi:10.1007/978-3-030-40943-2_10).
Romero Moreno, Guillermo, Tran-Thanh, Long and Brede, Markus (2020) Continuous influence maximisation for the voter dynamics: is targeting high-degree nodes a good strategy? International Conference on Autonomous Agents and Multi-Agent Systems 2020, , Auckland, New Zealand. 09 - 13 May 2020. 3 pp .
Kalloniatis, Alexander, Keeley, Hoek, Zuparic, Mathew and Brede, Markus (2020) Optimising structure in a networked Lanchester model for fires and manoeuvre in warfare. Journal of the Operational Research Society. (doi:10.1080/01605682.2020.1745701).
Manino, Edoardo, Romero Moreno, Guillermo, Cai, Zhongqi and Brede, Markus (2020) Influencing the dynamics of correlated opinions in the voter model on multiplex networks. International School and Conference on Network Science, , Rome, Italy. 17 - 25 Sep 2020. 1 pp . (In Press)
Cai, Zhongqi, Brede, Markus and Gerding, Enrico (2020) Influence maximization for dynamic allocation in voter dynamics. Benito, Rosa M., Cherifi, Chantal, Cherifi, Hocine, Moro, Esteban, Rocha, Luis Mateus and Sales-Pardo, Marta (eds.) In Complex Networks and Their Applications IX - Volume 1, Proceedings of the Ninth International Conference on Complex Networks and Their Applications COMPLEX NETWORKS 2020. vol. 943, Springer Science and Business Media Deutschland GmbH. pp. 382-394 . (doi:10.1007/978-3-030-65347-7_32).
Brede, Markus (2021) Information seeking as an evolutionary game. In Complex Networks XII - Proceedings of the 12th Conference on Complex Networks CompleNet 2021. Springer. 12 pp . (In Press)
Romero Moreno, Guillermo, Padilla, Javier and Brede, Markus (2021) The effects of party competition on consensus formation. In ABMHuB'2021: 3rd International Workshop on Agent-Based Modelling of Human Behaviour. 7 pp .
Romero Moreno, Guillermo, Padilla, Javier and Brede, Markus (2021) The effects of party competition on consensus formation. Opinion and Language Dynamics: A Satellite of the Conference Networks2021, Virtual.
Romero Moreno, Guillermo, Chakraborty, Sukankana and Brede, Markus (2021) Shadowing and shielding: effective heuristics for continuous influence maximisation in the voting dynamics. PLoS ONE, 16 (6), [e0252515]. (doi:10.1371/journal.pone.0252515).
Cai, Zhongqi, Gerding, Enrico and Brede, Markus (2022) Accelerating opponent strategy inference for voting dynamics on complex networks. Benito, Rosa Maria, Cherifi, Chantal, Cherifi, Hocine, Moro, Esteban, Rocha, Luis M. and Sales-Pardo, Marta (eds.) In Complex Networks and Their Applications X - Proceedings of the 10th International Conference on Complex Networks and Their Applications COMPLEX NETWORKS 2021. vol. 1015, Springer Science and Business Media Deutschland GmbH. pp. 844-856 . (doi:10.1007/978-3-030-93409-5_69).
Brede, Markus and Romero Moreno, Guillermo (2021) Sensing enhancement on complex networks. In Proceedings of the Conference on Complex Networks and their Applications 2021. Springer.. (In Press)
Danovski, Kaloyan and Brede, Markus (2021) Effects of population structure on the evolution of linguistic convention. In Proceedings of Complex Networks 2021. Springer. 12 pp . (In Press)
Zavvos, Efstathios, Gerding, Enrico H. and Brede, Markus (2021) A comprehensive game-theoretic model for electric vehicle charging station competition. IEEE Transactions on Intelligent Transportation Systems. (doi:10.1109/TITS.2021.3111765).
Cai, Zhongqi, Gerding, Enrico and Brede, Markus (2022) Control Meets Inference: Using Network Control to Uncover the Behaviour of Opponents. Entropy, 24 (5), [640]. (doi:10.3390/e24050640).
Brede, Markus and Romero Moreno, Guillermo (2022) Sensing enhancement on social networks: the role of network topology. Entropy, 24 (5), [738]. (doi:10.3390/e24050738).
Telephone: +44 (0) 23 8059 3703
Email: Markus.Brede@soton.ac.uk
Fazio, Nazareno, Gabriel, Stephen and Golosnoy, Igor O. (2018) Alternative propellants for gridded ion engines. Space Propulsion 2018, Barcelo Renacimiento Hotel, Convention Center, Avenida Alvaro Alonso Barba, Isla de la Cartuja, 41092 Seville, Spain, Seville, Spain. 14 - 18 May 2018. SP2018_00102 .
Fazio, Nazareno, Gabriel, Stephen, Golosnoy, Igor O. and Wollenhaupt, Birk (2019) Mission cost for gridded ion engines using alternative propellants. 36th International Electric Propulsion Conference: IEPC, University of Vienna, Vienna, Austria. 15 - 20 Sep 2019. 21 pp .
Telephone: +44 (0) 23 8059 7907346469
Email: n.fazio@soton.ac.uk
Programme Leader for the BEng/MEng in Software Engineering undergraduate courses.
Dr Corina Cirstea is an Associate Professor in the Agents, Interaction and Complexity research group in the School of Electronics and Computer Science at the University of Southampton. She holds a DPhil in Computation from the University of Oxford (2000) and was the holder of a Junior Research Fellowship in Computer Science at St. John's College Oxford (1999-2003) prior to joining the University of Southampton. Her research interests are in logic and models of computation, more specifically in coalgebras, their close connection to modal logics, and their applications to automated verification.
Member of editorial board, Compositionality journal
Co-chair of IFIP Working Group 1.3
Member of CALCO Steering Committee
Member of CMCS Steering Committee
Program Committees:
Dr Cirstea's research concerns the study of automated verification and synthesis techniques that have coalgebras at their heart. Coalgebras are mathematical structures suitable for modelling a large variety of state-based, dynamical systems; in particular, they can faithfully model both software and hardware systems, with features such as non-deterministic, stochastic or resource-aware behaviour being captured in the models. This supports reasoning not just about qualitative aspects of system behaviour (correctness guarantees), but also about quantitative ones (e.g. likelihood of correct behaviour and guarantees on resource usage).
Dr Cirstea is the PI on the Leverhulme Trust Research Project Grant COVER: COalgebraic foundations for quantitative VERification (2021-2024, joint with the University of Strathclyde). This project aims to develop new foundations for quantitative model checking and synthesis, grounded in coalgebra, and thereby widen the applicability of automated verification to complex systems with a range of correctness and optimality guarantees.
Modules taught (2021-22):
Cirstea, Corina , Jacobs, B., Moss, L., Reichel, H. and Rutten, J. (eds.) (2001) Semantic constructions for the specification of objects. Theoretical Computer Science, 260 (1), 3-25.
Cirstea, Corina , Jacobs, B. and Rutten, J. (eds.) (2002) A coalgebraic equational approach to specifying observational structures. Theoretical Computer Science, 280 (1), 35-68.
Cirstea, Corina (2002) On specification logics for algebra-coalgebra structures: reconciling reachability and observability. Nielsen, M. and Engberg, U. (eds.) Foundations of Software Science and Computation Structures Conference, Grenoble, France. 09 - 11 Apr 2002. pp. 82-97 .
Cirstea, Corina , Reichel, H. (ed.) (2001) Integrating observational and computational features in the specification of state-based, dynamical systems. Theoretical Informatics and Applications, 35 (1), 1-29.
Cirstea, Corina (2003) On expressivity and compositionality in logics for coalgebras. Gumm, H.P. (ed.) 6th International Workshop on Coalgebraic Methods in Computer Science, Warsaw, Poland. 04 - 05 Apr 2003.
Cirstea, Corina (2002) Institutionalising many-sorted coalgebraic modal logic. Moss, L.S. (ed.) 5th International Workshop on Coalgebraic Methods in Computer Science, Grenoble, France. 05 - 06 Apr 2003.
Cirstea, Corina and Pattinson, Dirk (2004) Modular Construction of Modal Logics. Gardner, Philippa and Yoshida, Nobuko (eds.) Fifteenth International Conference on Concurrency Theory, London, United Kingdom. 30 Aug - 02 Sep 2004. pp. 258-275 .
Cirstea, Corina , Gumm, H.P. (ed.) (2004) A compositional approach to defining logics for coalgebras. Theoretical Computer Science, 327 (1), 45-69.
Cirstea, Corina (2004) On Logics for Coalgebraic Simulation. Admek, J. and Milius, S. (eds.) 7th International Workshop on Coalgebraic Methods in Computer Science, Barcelona, Spain. 27 - 28 Mar 2004. pp. 63-90 .
Yang, Jingtao, Cirstea, Corina and Henderson, Peter (2005) An Operational Semantics for DFM, a Formal Notation for Modeling Asynchronous Web Services. The 5th International Conference on Quality Software (QSIC 2005), Melbourne, Australia. pp. 446-451 .
Yang, Jingtao, Cirstea, Corina and Henderson, Peter (2005) Document Flow Model: A Formal Notation for Modelling Asynchronous Web Services Composition. OnTheMove Workshops, Cyprus. pp. 39-48 .
Cirstea, Corina , Orejas, F. (ed.) (2006) An Institution of Modal Logics for Coalgebras. Journal of Logic and Algebraic Programming, 67 (1-2), 87-113. (doi:10.1016/j.jlap.2005.09.004).
Cirstea, Corina , Admek, J and Milius, S (eds.) (2006) A modular approach to defining and characterising notions of simulation. Information and Computation, 204 (4), 469-502. (doi:10.1016/j.ic.2005.04.005).
Cirstea, C and Pattinson, D (2007) Modular Construction of Complete Coalgebraic Logics. Theoretical Computer Science, 388, 83-108.
Sadrzadeh, Mehrnoosh and Cirstea, Corina (2006) Relating Algebraic and Coalgebraic Logics of Knowledge and Update. van der Hoek, Wiebe, Wooldridge, Michael and Bonanno, Giacomo (eds.) Logic and the Foundations of Game and Decision Theory, University of Liverpool. 12 - 15 Jul 2006.
Cirstea, Corina (2000) An Algebra-Coalgebra Framework for System Specification. Reichel, H. (ed.) 3rd International Workshop on Coalgebraic Methods in Computer Science. pp. 80-110 .
Cirstea, Corina (1999) A Coequational Approach to Specifying Behaviours. Jacobs, B. and Rutten, J. (eds.) 2nd International Workshop on Coalgebraic Methods in Computer Science. pp. 142-163 .
Cirstea, Corina (1998) Semantic Constructions for Hidden Algebra. Fiadeiro, J.L. (ed.) 13th International Workshop on Algebraic Development Techniques. pp. 63-78 .
Cirstea, Corina (1998) Coalgebra Semantics for Hidden Algebra: Parameterised Objects and Inheritance. Parisi-Presicce, F. (ed.) 12th International Workshop on Algebraic Development Techniques. pp. 174-189 .
Cirstea, Corina (2000) Integrating Observations and Computations in the Specification of State-Based, Dynamical Systems. University of Oxford, Computing Laboratory, Doctoral Thesis.
Cirstea, Corina (2006) Modularity in Coalgebra. Admek, J. and Milius, S. (eds.) 8th International Workshop on Coalgebraic Methods in Computer Science. pp. 3-26 .
Cirstea, Corina and Sadrzadeh, Mehrnoosh (2007) Coalgebraic Epistemic Update without Change of Model. Mossakowski, T. (ed.) 2nd Conference on Algebra and Coalgebra in Computer Science, Bergen, Norway. 19 - 23 Aug 2007. pp. 158-172 .
Cirstea, Corina and Sadrzadeh, Mehrnoosh (2008) Modular Games for Coalgebraic Fixed Point Logics. Admek, Jiri and Kupke, Clemens (eds.) Coalgebraic Methods in Computer Science 2008. pp. 71-92 .
Cirstea, Corina, Kurz, Alexander, Pattinson, Dirk, Schrder, Lutz and Venema, Yde (2008) Modal Logics are Coalgebraic. Abramsky, Samson, Gelenbe, Erol and Sassone, Vladimiro (eds.) Visions of Computer Science 2008.
Cirstea, Corina, Kurz, Alexander, Pattinson, Dirk, Schrder, Lutz and Venema, Yde , Sassone, Vladimiro (ed.) (2011) Modal logics are coalgebraic. The Computer Journal, 54 (1), 31-41. (doi:10.1093/comjnl/bxp004).
Cirstea, Corina, Kupke, Clemens and Pattinson, Dirk (2009) EXPTIME Tableaux for the Coalgebraic Mu-Calculus. Grdel, Erich and Kahle, Reinhard (eds.) Computer Science Logic 2009. pp. 179-193 .
Cirstea, Corina (2010) Generic Infinite Traces and Path-Based Coalgebraic Temporal Logics. Jacobs, B.P.F., Niqui, M., Rutten, J.J.M.M. and Silva, A. (eds.) Coalgebraic Methods in Computer Science 2010. pp. 83-103 .
Cirstea, Corina, Kupke, Clemens and Pattinson, Dirk (2011) EXPTIME tableaux for the coalgebraic -Calculus. Logical Methods in Computer Science, 7 (3:03), 1-33. (doi:10.2168/LMCS-7(3:3)2011).
Cirstea, Corina (2011) Maximal traces and path-based coalgebraic temporal logics. [in special issue: CMCS Tenth Anniversary Meeting] Theoretical Computer Science, 412 (38), 5025-5042. (doi:10.1016/j.tcs.2011.04.025).
Cirstea, Corina (2011) Model checking linear coalgebraic temporal logics: an automata-theoretic approach. Corradini, Andrea and Klin, Bartek (eds.) 2011 International Conference on Algebra and Coalgebra in Computer Science. pp. 130-144 . (doi:10.1007/978-3-642-22944-2_10).
Cirstea, Corina (2013) From Branching to Linear Time, Coalgebraically. Workshop on Fixed Points in Computer Science, Torino, Italy. pp. 11-27 . (doi:10.4204/EPTCS.126).
Alkhammash, Eman, Salehi Fathabadi, Asieh, Butler, Michael and Cirstea, Corina (2013) Building Traceable Event-B Models from Requirements. Automated Verification of Critical Systems (AVoCS 2013).
Cirstea, Corina (2014) A coalgebraic approach to linear-time logics. Muscholl, A (ed.) In Foundations of Software Science and Computation Structures: FoSSaCS 2014. vol. 8412, Springer. pp. 426-440 . (doi:10.1007/978-3-642-54830-7_28).
Alkhammash, Eman, Butler, Michael, Fathabadi, Asieh Salehi and Crstea, Corina (2015) Building traceable Event-B models from requirements. Science of Computer Programming, 1- 21. (doi:10.1016/j.scico.2015.06.002).
Cirstea, Corina (2015) Canonical coalgebraic linear time logics. Leibniz International Proceedings in Informatics (LIPIcs).
Hasuo, Ichiro, Shimizu, Shunsuke and Cirstea, Corina (2016) Lattice-theoretic progress measures and coalgebraic model checking. In POPL '16 Proceedings of the 43rd Annual ACM SIGPLAN-SIGACT Symposium on Principles of Programming Languages. vol. 51, ACM Press. pp. 718-732 . (doi:10.1145/2837614.2837673).
Cirstea, Corina (2017) From branching to linear time, coalgebraically. Fundamenta Informaticae, 150 (3-4), 379-406. (doi:10.3233/FI-2017-1474).
Alkhammash, Eman, Butler, Michael and Cirstea, Corina (2016) Modeling guidelines of FreeRTOS in Event-B. Communication, Management and Information Technology: Proceedings of the International Conference on Communication, Management and Information Technology (Iccmit 2016). pp. 453-462 .
Cirstea, Corina, Shimizu, Shunsuke and Hasuo, Ichiro (2017) Parity automata for quantitative linear time logics. 7th International Conference on Algebra and Coalgebra in Computer Science, , Ljubljana, Slovenia. 13 - 16 Jun 2017. 7:1-7:17 . (doi:10.4230/LIPIcs.CALCO.2017.7).
Zhu, Chenyang, Butler, Michael and Cirstea, Corina (2018) Refinement of timing constraints for concurrent tasks with scheduling. Butler, M., Raschke, A., Hoang, T. and Reichl, K. (eds.) In Abstract State Machines, Alloy, B, TLA, VDM, and Z: ABZ 2018. vol. 10817, Springer. pp. 219-233 . (doi:10.1007/978-3-319-91271-4).
Zhu, Chenyang, Butler, Michael and Cirstea, Corina (2018) Semantics of real-time trigger-response properties in Event-B. In 2018 International Symposium on Theoretical Aspects of Software Engineering (TASE). IEEE. pp. 150-156 . (doi:10.1109/TASE.2018.00028).
Zhu, Chenyang, Butler, Michael and Cirstea, Corina (2019) Towards refinement semantics of real-time trigger-response properties in Event-B. 13th International Symposium on Theoretical Aspects of Software Engineering, Guilin, Guilin, China. 29 Jul - 01 Aug 2019. 8 pp .
Cirstea, Corina (2019) Resource-aware automata and games for optimal synthesis. The Tenth International Symposium on Games, Automata, Logics, and Formal Verification, , Bordeaux, France. 02 - 03 Sep 2019. pp. 50-65 .
Zhu, Chenyang (2019) Dataset for 'Formalizing Hierarchical Scheduling for Refinement of Real-Time Systems'. University of Southampton doi:10.5258/SOTON/D1075 [Dataset]
Zhu, Chenyang, Butler, Michael and Cirstea, Corina (2020) Formalizing hierarchical scheduling for refinement of real-time systems. Science of Computer Programming, 189, [102390]. (doi:10.1016/j.scico.2020.102390).
Zhu, Chenyang, Butler, Michael and Cirstea, Corina (2020) Real-time trigger-response properties for Event-B applied to the pacemaker. In The 14th International Symposium on Theoretical Aspects of Software Engineering. IEEE. 8 pp . (In Press)
Zhu, Chenyang, Butler, Michael and Cirstea, Corina (2020) Trace semantics and refinement patterns for real-time properties in event-B models. Science of Computer Programming, 197, [102513]. (doi:10.1016/j.scico.2020.102513).
Yazdanpanah, Vahid, Gerding, Enrico H., Stein, Sebastian, Cirstea, Corina, schraefel, m.c., Norman, Timothy J. and Jennings, Nicholas R. (2021) Collective responsibility in multiagent settings. ACM Collective Intelligence Conference 2021 (CI-2021), Virtual, Copenhagen, Denmark. 29 - 30 Jun 2021. 4 pp . (In Press)
Zhu, Chenyang, Butler, Michael, Cirstea, Corina and Hoang, Thai Son (2021) Reasoning About Real-Time Systems in Event-B Models with Fairness Assumptions. In Proceedings of TASE2021 Conference. (In Press)
Yazdanpanah, Vahid, Gerding, Enrico, Stein, Sebastian, Cirstea, Corina, schraefel, m.c., Norman, Timothy and Jennings, Nicholas R. (2021) Different Forms of Responsibility in Multiagent Systems: Sociotechnical Characteristics and Requirements. IEEE Internet Computing, 25 (6), 15-22. (doi:10.1109/MIC.2021.3107334).
Telephone: +44 (0) 23 8059 3625
Email: cc2@ecs.soton.ac.uk
Prof. Sarvapali Ramchurn is a Professor of Artificial Intelligence, Turing Fellow, and Fellow of the Institution of Engineering and Technology. He is the Director of the UKRI Trustworthy Autonomous Systems hub and Co-Director of the Shell-Southampton Centre for Maritime Futures. He is also a Co-CEO of Empati Ltd, an AI startup working on decentralised green hydrogen technologies. His research is about the design of Responsible Artificial Intelligence for socio-technical applications including energy systems and disaster management. His research involves applying techniques from Machine Learning, HCI, and Game Theory. He has won multiple best paper awards for his research and is a winner of the AXA Research Fund Award (2018) for his work on Responsible Artificial Intelligence. He has pioneered the development of AI-based disaster response systems using multi-UAV systems, AI-driven large-scale battery management for smart grids, and an AI bot that outperformed more than 5M human players (top 0.7%) in the English Premier League Fantasy Football Tournament. His papers have been cited more than 8500 times (according to Google scholar). He is originally from Mauritius and is passionate about AI for Social Good and Environmental Sustainability.
I am a Professor of Artificial Intelligence, in the School of Electronics and Computer Science, at the University of Southampton. I am also the Director of the UKRI Trustworthy Autonomous Systems Hub, the focal point of the £33m UKRI Trustworthy Autonomous Systems Programme, a Turing Fellow, associated with the Alan Turing Institute, and a Fellow of the Institution of Engineering and Technology. I am a Co-Director of the Shell-Southampton Centre for Maritime Futures where we are researching digital technologies to reduce CO2 emissions in Shipping and Maritime.
I am also the co-CEO of Empati Ltd, an AI startup focusing on the management of large-scale decentralised green hydrogen technologies building on my experience in developing AI algorithms for smart grids and using satellite data to monitor renewable energy assets.
I am interested in the development of core AI technologies and Human-AI partnerships and their application to key sustainability challenges. This includes domains such as smart energy systems, Smart Cities, and disaster response. My research combines a number of techniques from Machine learning, AI, Game theory, and HCI.
I am currently part of a number of exciting research projects totalling over £30 million, including BReCCIA (a GCRF-funded project on Food and Water Security in Africa), the Smart Cities Platform focusing on waste management and air pollution monitoring. I was one of the three recipients of the 2018 AXA Research Award for my work on Responsible AI. I am member of the Centre for Doctoral Training on Machine Intelligence for Nano-Electronic Devices (MINDS CDT).
In the past, I have either led or been part of major scientific and industrial research projects including the ORCHID programme within which I developed applications of Human-Agent Collectives. Prior to this I worked on the award-winning ALADDIN project (with BAE Systems) and IDEAS (with SECURE Meters).
I have won a number of awards including the Prisoner’s Dilemma Competition (2004,2005), Robocup Infrastructure Competition (2007), AAMAS best papers (2010,2013,2015), and honourable mention for the IJCAI-JAIR 2016 best paper prize for our work on game theoretic techniques for energy storage management.
I have served as PC/SPC/AC member for AAMAS, IJCAI, CHI, AAAI, and co-organiser of the workshop series on Human-Agent Interaction. I am a member of the EPSRC Peer Review College. I have graduated over 10 PhD students.
Ramchurn, S.D., Jennings, N. R. and Sierra, C. (2003) Persuasive negotiation for autonomous agents: A rhetorical approach. IJCAI Workshop on Computational Models of Natural Argument, Acapulco, Mexico. pp. 9-17 .
Ramchurn, Sarvapali, Sierra, C., Godo, L. and Jennings, N. R. (2003) A computational trust model for multi-agent interactions based on confidence and reputation. 6th International Workshop of Deception, Fraud and Trust in Agent Societies, Melbourne, Australia. pp. 69-75 .
Rahwan, I., Ramchurn, Sarvapali, Jennings, N. R., McBurney, P., Parsons, S. and Sonenberg, L. (2003) Argumentation-based negotiation. The Knowledge Engineering Review, 18 (4), 343-375.
Dash, R. K ., Ramchurn, S.D. and Jennings, N. R. (2004) Trust-Based Mechanism Design. 3rd Int. Conf. on Autonomous Agents and Multi-Agent Systems, New York, United States. 18 - 22 Jul 2004. pp. 748-755 .
Ramchurn, S.D., Huynh, T.D. and Jennings, N. R. (2004) Trust in Multiagent Systems. The Knowledge Engineering Review, 19 (1), 1-25.
Ramchurn, S.D., Deitch, B., Thompson, M.K., de Roure, D. C., Jennings, N. R. and Luck, M. (2004) Minimising intrusiveness in pervasive computing environments using multi-agent negotiation. First Annual International Conference on Mobile and Ubiquitous Systems: Networking and Services (MobiQuitous'04), Boston, Massachussets, United States. 21 - 25 Aug 2004. pp. 364-372 .
Ramchurn, Sarvapali, Sierra, C., Godo, L. and Jennings, N. R. (2004) Devising a trust model for multi-agent interactions using confidence and reputation. International Journal of Applied Artificial Intelligence, 18 (9-10), 833-852.
Ramchurn, Sarvapali (2004) Multi-Agent Negotiation using Trust and Persuasion. University of Southampton, ECS, Doctoral Thesis.
Blankenburg, B., Dash, R.K., Ramchurn, S.D., Klusch, M. and Jennings, N. R. (2005) Trusted kernel-based coalition formation. Proc. 4th Int Joint Conf on Autonomous Agents and Multi-Agent Systems, Utrecht, Netherlands. pp. 989-996 .
Ramchurn, S.D. and Jennings, N. R. (2005) Trust in agent-based software. In, Mansell, R. and Collins, B.S. (eds.) Trust and Crime in Information Societies. Elgar Publishing, pp. 165-204.
Karunatillake, N. C., Jennings, N. R., Rahwan, I. and Ramchurn, S. D. (2006) Managing Social Influences through Argumentation-Based Negotiation. Third International Workshop on Argumentation in Multi-Agent Systems (ArgMAS 2006), Hakodate, Japan. pp. 35-52 .
Ramchurn, S.D., Sierra, C., Godo, L. and Jennings, N. R. (2006) Negotiating using rewards. 5th Int. conf. on Autonomous Agents and Multi-Agent Systems, Hakodate, Japan. pp. 400-407 .
Rahwan, T., Ramchurn, S.D., Dang, V.D. and Jennings, N. R. (2007) Near-optimal anytime coalition structure generation. 20th International Joint Conference on Artificial Intelligence (IJCAI), Hyderabad, India. pp. 2365-2371 .
Rogers, Alex, Dash, Rajdeep K., Ramchurn, Sarvapali D., Vytelingum, Perukrishnen and Jennings, N. R. (2007) Coordinating Team Players within a Noisy Iterated Prisoner’s Dilemma Tournament. Theoretical Computer Science, 377 (1-3), 243-259.
Rogers, Alex, Dash, Rajdeep K., Ramchurn, Sarvapali D., Vytelingum, Perukrishnen and Jennings, N. R. (2007) Error-Correcting Codes for Team Coordination within a Noisy Iterated Prisoner’s Dilemma Tournament. In, Kendel, Graham, Yao, Xin and Chong, Siang Yew (eds.) The Iterated Prisoners Dilemma Competition: Celebrating the 20th Anniversary. World Scientific, pp. 205-229.
Rahwan, Talal, Ramchurn, Sarvapali D., Dang, Viet D., Giovannucci, Andrea and Jennings, N. R. (2007) Anytime Optimal Coalition Structure Generation. 22nd Conference on Artificial Intelligence (AAAI), Vancouver, Canada. pp. 1184-1190 .
Ramchurn, S.D., Sierra, C., Godo, L. and Jennings, N. R. (2007) Negotiating using rewards. Artificial Intelligence, 171 (10-15), 805-837.
Rogers, Alex, Osborne, Michael A, Ramchurn, Sarvapali, Roberts, Stephen J and Jennings, N. R. (2008) Information Agents for Pervasive Sensor Networks. Sixth Annual IEEE International Conference on Pervasive Computing and Communications (PerCom 2008), Hong Kong, China. pp. 294-299 .
Osborne, Michael A, Rogers, Alex, Ramchurn, Sarvapali, Roberts, Stephen J and Jennings, N. R. (2008) Towards Real-Time Information Processing of Sensor Network Data using Computationally Efficient Multi-output Gaussian Processes. International Conference on Information Processing in Sensor Networks (IPSN 2008), St. Louis, Missouri, United States. pp. 109-120 .
Espinoza,, Fredrik, De Roure, David, Hamfors, Ola, Hinz, Lucas, Holmberg, Jesper, Jansson, Carl-Gustaf, Jennings, Nick, Luck, Mike, Lönnqvist, Peter, Ramchurn, Sarvapali, Sandin, Anna, Thompson, Mark and Bylund, Markus (2007) Intrusiveness Management for Focused, Efficient, and Enjoyable Activities. In, The Disappearing Computer: Interaction Design, System Infrastructures and Applications for Smart Environments. Springer, pp. 143-160.
Rahwan, Talal, Ramchurn, Sarvapali, Jennings, Nicholas and Giovannucci, Andrea (2009) An anytime algorithm for optimal coalition structure generation. Journal of Artificial Intelligence Research, 34, 521-567. (doi:10.1613/jair.2695).
Ramchurn, Sarvapali D., Mezzetti, Claudio, Giovannucci, Andrea, Rodriguez, Juan A., Dash, Rajdeep K. and Jennings, Nicholas R. (2009) Trust-based mechanisms for robust and efficient task allocation in the presence of execution uncertainty. Journal of Artificial Intelligence Research, 35, 1-41. (doi:10.1613/jair.2751).
van Valkenhoef, Gert, Ramchurn, Sarvapali D., Vytelingum, Perukrishnen, Jennings, Nicholas R. and Verbrugge, Rinek (2009) Continuous double auctions with execution uncertainty. Workshop on Trading Agent Design and Analysis (TADA-09), Pasadena, United States. 12 Jul 2009. 9 pp .
Vytelingum, Perukrishnen, Voice, Thomas D., Ramchurn, Sarvapali D., Rogers, Alex and Jennings, Nicholas R. (2010) Agent-Based Micro-Storage Management for the Smart Grid. The Ninth International Conference on Autonomous Agents and Multiagent Systems (AAMAS 2010) - Won the Best Paper Award, Toronto, Canada. 10 - 14 May 2010. pp. 39-46 .
Vytelingum, Perukrishnen, Ramchurn, Sarvapali D., Voice, Thomas D., Rogers, Alex and Jennings, Nicholas R. (2010) Trading agents for the smart electricity grid. The Ninth International Conference on Autonomous Agents and Multiagent Systems (AAMAS 2010), Toronto, Canada. 10 - 14 May 2010. pp. 897-904 .
Ramchurn, S. D., Polukarov, Mariya, Farinelli, Alessandro, Jennings, Nick and Trong, Cuong (2010) Coalition Formation with Spatial and Temporal Constraints. International Joint Conference on Autonomous Agents and Multi-Agent Systems (AAMAS 2010), Toronto, Canada. pp. 1181-1188 .
Ramchurn, Sarvapali, Farinelli, Alessandro, Macarthur, Kathryn, Polukarov, Mariya and Jennings, Nick (2010) Decentralised Coordination in RoboCup Rescue. The Computer Journal, 53 (9), 1-15.
Macarthur, Kathryn, Farinelli, Alessandro, Ramchurn, Sarvapali and Jennings, Nick (2010) Efficient, Superstabilizing Decentralised Optimisation for Dynamic Task Allocation Environments. Third International Workshop on: Optimisation in Multi-Agent Systems (OptMas) at the Ninth Joint Conference on Autonomous and Multi-Agent Systems, Toronto, Canada. pp. 25-32 .
Ramchurn, Sarvapali, Vytelingum, Perukrishnen, Rogers, Alex and Jennings, Nick (2011) Agent-based control for decentralised demand side management in the smart grid. The Tenth International Conference on Autonomous Agents and Multiagent Systems (AAMAS 2011), Taipei, Taiwan. 02 - 06 May 2011. pp. 5-12 .
Adams, Niall, Field, Martin, Gelenbe, Erol, Hand, David, Jennings, Nicholas, Leslie, David, Nicholson, David, Ramchurn, Sarvapali and Rogers, Alex (2008) Intelligent Agents for Disaster Management. Proceedings of the IARP/EURON Workshop on Robotics for Risky Interventions and Environmental Surveillance (RISE).
Panzarasa, P., Ramchurn, S. D. and Jennings, Nick (2002) Intrusiveness, Trust and Argumentation: Using Automated Negotiation to Inhibit the Transmission of Disruptive Information. Proceedings of the International Conference on Computational Social and Organizational Systems, Pittsburgh, PA.
Ramchurn, Sarvapali, Vytelingum, Perukrishnen, Rogers, Alex and Jennings, Nick (2011) Agent-based homeostatic control for green energy in the smart grid. ACM Transactions on Intelligent Systems and Technology, 2 (4), 35:1-35:28. (doi:10.1145/1989734.1989739).
Macarthur, Kathryn, Stranders, Ruben, Ramchurn, Sarvapali and Jennings, Nick (2011) A Distributed Anytime Algorithm for Dynamic Task Allocation in Multi-Agent Systems. Twenty-Fifth Conference on Artificial Intelligence (AAAI), San Francisco, United States. 06 - 10 Aug 2011. pp. 701-706 .
Macarthur, Kathryn, Vinyals, Meritxell, Farinelli, Alessandro, Ramchurn, Sarvapali and Jennings, Nick (2011) Decentralised Parallel Machine Scheduling for Multi-Agent Task Allocation. Fourth International Workshop on Optimisation in Multi-Agent Systems, Taipei, Taiwan.
Voice, Thomas, Vytelingum, Perukrishnen, Ramchurn, Sarvapali, Rogers, Alex and Jennings, Nick (2011) Decentralised Control of Micro-Storage in the Smart Grid. AAAI-11: Twenty-Fifth Conference on Artificial Intelligence, San Francisco, United States. 07 - 11 Aug 2011. pp. 1421-1426 .
Stranders, Ruben, Ramchurn, Sarvapali, Shi, Bing and Jennings, Nick (2011) CollabMap: Augmenting Maps using the Wisdom of Crowds. Third Human Computation Workshop.
Alam, Muddasser, Rogers, Alex and Ramchurn, Sarvapali (2011) A negotiation protocol for multiple interdependent issues negotiation over energy exchange. IJCAI Workshop on AI for an Intelligent Planet, Barcelona. 16 Jul 2011. 6 pp .
Ramchurn, Sarvapali, Vytelingum, Perukrishnen, Rogers, Alex and Jennings, Nicholas R. (2012) Putting the "Smarts" into the Smart Grid: A Grand Challenge for Artificial Intelligence. Communications of the ACM, 55 (4), 86-97.
Osborne, Michael A., Rogers, Alex, Roberts, Stephen J., Ramchurn, Sarvapali D. and Jennings, Nicholas R. (2011) Gaussian Processes for Time Series Prediction. In, Bayesian Time Series Models. Cambridge University Press, pp. 341-360.
Vytelingum, Perukrishnen, Voice, Thomas, Ramchurn, Sarvapali, Rogers, Alex and Jennings, Nick (2011) Theoretical and practical foundations of large-scale agent-based micro-storage in the smart grid. Journal of Artificial Intelligence Research, 42, 765-813. (doi:10.1613/jair.3446).
Voice, Thomas, Ramchurn, Sarvapali and Jennings, Nick (2012) On coalition formation with sparse synergies. Proc. 11th Int. Conference on Autonomous Agents and Multi-Agent Systems (AAMAS), Valencia, Spain. pp. 223-230 .
Miller, Sam, Ramchurn, Sarvapali D and Rogers, Alex (2012) Optimal Decentralised Dispatch of Embedded Generation in the Smart Grid. In AAMAS 12 International Conference on Autonomous Agents and Multiagent Systems. ACM Press..
Rogers, Alex, Ramchurn, Sarvapali and Jennings, Nicholas R. (2012) Delivering the smart grid: Challenges for autonomous agents and multi-agent systems research. Twenty-Sixth AAAI Conference on Artificial Intelligence (AAAI-12), Toronto, Canada. 22 Jul 2012. pp. 2166-2172 .
Costanza, Enrico, Ramchurn, Sarvapali D. and Jennings, Nicholas R. (2012) Understanding domestic energy consumption through interactive visualisation: a field study. UbiComp '12. Proceedings of the 2012 ACM Conference on Ubiquitous Computing, Pittsburgh, United States. 05 - 08 Sep 2012. pp. 216-225 . (doi:10.1145/2370216.2370251).
Truong, Ngoc Cuong, Tran-Thanh, Long, Costanza, Enrico and Ramchurn, Sarvapali D. (2012) Predicting energy consumption activities for home energy management. Agent Technologies for Energy Systems (ATES 2012), Valencia, Spain. 8 pp .
Ebden, Mark, Huynh, Trung Dong, Moreau, Luc, Ramchurn, Sarvapali and Stephen, Roberts (2012) Network analysis on provenance graphs from a crowdsourcing application. Groth, Paul and Frew, James (eds.) 4th International Provenance and Annotation Workshop, Santa Barbara, United States. 19 - 20 Jun 2012. pp. 168-182 . (doi:10.1007/978-3-642-34222-6_13).
Matthews, Tim, Ramchurn, Sarvapali and Chalkiadakis, Georgios (2012) Competing with humans at fantasy football: team formation in large partially-observable domains. Twenty-Sixth Conference of the Association for the Advancement for Artificial Intelligence, Toronto, Canada. 21 - 25 Jul 2012. pp. 1394-1400 .
Ramchurn, Sarvapali D., Gerding, Enrico, Jennings, N.R. and Hu, Jun (2012) Practical distributed coalition formation via heuristic negotiation in social networks. Fifth International Workshop on Optimisation in Multi-Agent Systems (OPTMAS), Valencia, Spain. 04 Jun 2012. 8 pp .
Alam, Muddasser, Ramchurn, Sarvapali and Rogers, Alex (2013) Cooperative energy exchange for the efficient use of energy and resources in remote communities. [Winner, Best Student Paper Award at AAMAS2013]. Twelfth International Conference on Autonomous Agents and Multiagent Systems (AAMAS 2013), Saint Paul, United States. 05 - 09 May 2013. 8 pp .
Fischer, Joel E., Ramchurn, Sarvapali D., Osborne, Michael A., Parson, Oliver, Huynh, Trung Dong, Alam, Muddasser, Pantidi, Nadia, Moran, Stuart, Bachour, Khaled, Reece, Steven, Costanza, Enrico, Rodden, Tom and Jennings, Nicholas R. (2013) Recommending energy tariffs and load shifting based on smart household usage profiling. International Conference on Intelligent User Interfaces, , Santa Monica, United States. 19 - 22 Mar 2013. pp. 383-394 . (doi:10.1145/2449396.2449446).
Richardson, Darren P., Costanza, Enrico and Ramchurn, Sarvapali D. (2012) Evaluating semi-automatic annotation of domestic energy consumption as a memory aid. UbiComp '12. Proceedings of the 2012 ACM Conference on Ubiquitous Computing, Pittsburgh, United States. 05 - 08 Sep 2012. pp. 613-614 . (doi:10.1145/2370216.2370330).
Ramchurn, Sarvapali, Osborne, Michael, Parson, Oliver, Rahwan, Talal, Maleki, Sasan, Reece, Steve, Huynh, Trung Dong, Alam, Muddasser, Fischer, Joel, Rodden, Tom, Moreau, Luc and Roberts, Sephen (2013) AgentSwitch: towards smart electricity tariff selection. 12th International Conference on Autonomous Agents and Multiagent Systems (AAMAS 2013), , Saint Paul, United States. 06 - 10 May 2013. 8 pp .
Ramchurn, Sarvapali D., Huynh, Trung Dong, Venanzi, Matteo and Shi, Bing (2013) Collabmap: crowdsourcing maps for emergency planning. The 5th Annual ACM Web Science Conference, Paris, France. 01 - 03 May 2013. pp. 326-335 . (doi:10.1145/2464464.2464508).
Kleiner, Alexander, Farinelli, Alessandro, Ramchurn, Sarvapali, Shi, Bing, Mafioletti, Fabio and Refatto, Riccardo (2013) RMASBench: a benchmarking system for multi-agent coordination in urban search and rescue. International Conference on Autonomous Agents and Multi-Agent Systems (AAMAS 2013), Saint Paul, United States. 05 - 09 May 2013.
Alam, Muddasser, Rogers, Alex and Ramchurn, Sarvapali (2013) Interdependent multi-issue negotiation for energy exchange in remote communities. Twenty-Seventh AAAI Conference on Artificial Intelligence (AAAI-13), Bellevue, United States. 14 - 18 Jul 2013. 6 pp .
Truong, Ngoc Cuong, Tran-Thanh, Long, Costanza, Enrico and Ramchurn, D. Sarvapali (2013) Activity prediction for agent-based home energy management. Agent Technologies for Energy Systems (ATES 2013), Minnesota, United States. 05 - 06 May 2013. 8 pp .
Truong, Ngoc Cuong, Tran-Thanh, Long, Costanza, Enrico and Ramchurn, Sarvapali D. (2013) Towards appliance usage prediction for home energy management. ACM E-Energy 2013, Berkeley, United States. 20 - 23 May 2013. 2 pp .
Truong, Ngoc Cuong, McInerney, James, Tran-Thanh, Long, Costanza, Enrico and Ramchurn, Sarvapali D. (2013) Forecasting multi-appliance usage for smart home energy management. 23rd International Joint Conference on Artificial Intelligence (IJCAI 2013), , Beijing, China. 03 - 09 Aug 2013.
Farinelli, Alessandro, Bicego, Manuele, Ramchurn, Sarvapali and Zuchelli, Marco (2013) C-Link: a hierarchical clustering approach to large-scale near-optimal coalition formation. 23rd International Joint Conference on Artificial Intelligence (IJCAI 2013), , Beijing, China. 03 - 09 Aug 2013. 7 pp .
Svensson, Kim, Ramchurn, Sarvapali, Cruz, Francisco, Rodriguez-Aguilar, Juan-Antonio and Cerquides, Jesus (2013) Solving the coalition structure generation problem on a GPU. 6th International Workshop on Optimisation in Multi-Agent Systems, Minnesota, United States. 05 - 06 May 2013.
Rigas, Emmanouil, Ramchurn, Sarvapali, Bassiliades, Nick and Koutitas, Georgios (2013) Congestion management for urban EV charging systems. 4th IEEE International Conference on Smart Grid Communications (SmartGridComm), Vancouver, Canada. 21 - 24 Oct 2013. 6 pp .
Alam, Muddasser, Rogers, Alex and Ramchurn, Sarvapali D. (2013) Interdependent multi-issue negotiation for energy exchange in remote communities. International Workshop on AI Problems and Approaches for Intelligent Environments (AI4IE), Beijing, China. 02 - 08 Aug 2013. 1 pp .
Alam, Muddasser, Alan, Alper, Rogers, Alex and Ramchurn, Sarvapali D. (2013) Towards a smart home framework. 5th ACM Workshop On Embedded Systems For Energy-Efficient Buildings (BuildSys2013), Rome, Italy. 13 - 14 Nov 2013. 2 pp .
Huynh, Trung Dong, Ebden, Mark, Venanzi, Matteo, Ramchurn, Sarvapali, Roberts, Stephen and Moreau, Luc (2013) Interpretation of Crowdsourced Activities Using Provenance Network Analysis. The First AAAI Conference on Human Computation and Crowdsourcing, Palm Springs, United States. 06 - 09 Nov 2013.
Vinyals, Meritxell, Macarthur, Kathryn, Farinelli, Alessandro, Ramchurn, Sarvapali and Jennings, Nicholas R. (2014) A message-passing approach to decentralised parallel machine scheduling. The Computer Journal, 57 (6), 856-874. (doi:10.1093/comjnl/bxt140).
Alan, Alper, Costanza, Enrico, Fischer, J., Ramchurn, Sarvapali, Rodden, T. and Jennings, N.R. (2014) A field study of human-agent interaction for electricity tariff switching. 13th International Conference on Autonomous Agents and Multi-Agent Systems, , Paris, France. 05 - 09 May 2014. pp. 965-972 .
Costanza, Enrico, Fischer, Joel E, Colley, James A, Rodden, Tom, Ramchurn, Sarvapali and Jennings, Nicholas R. (2014) Doing the laundry with agents: a field trial of a future smart energy system in the home. ACM CHI Conference on Human Factors in Computing Systems 2014, Toronto, Canada. 25 - 30 Apr 2014. pp. 813-822 . (doi:10.1145/2556288.2557167).
Cerquides, Jesus, Farinelli, Alessandro, Meseguer, Pedro and Ramchurn, Sarvapali (2013) A tutorial on optimisation for multi-agent systems. The Computer Journal, 1-26. (doi:10.1093/comjnl/bxt146).
Tran-Thanh, Long, Huynh, Trung Dong, Rosenfeld, A, Ramchurn, Sarvapali and Jennings, Nicholas R. (2014) BudgetFix: budget limited crowdsourcing for interdependent task allocation with quality guarantees. In Proceedings of the 13th International Conference on Autonomous Agents and Multiagent Systems: AAMAS '14. ACM Press. pp. 477-484 .
Jiang, W, Fischer, J, Greenhalgh, C, Ramchurn, Sarvapali, Wu, Feng, Jennings, Nicholas R. and Rodden, T (2014) Social implications of agent-based planning support for human teams. Int. Conf. on Collaboration Technologies and Systems. pp. 310-317 .
Jennings, Nicholas R., Moreau, Luc, Nicholson, D, Ramchurn, Sarvapali D., Roberts, S, Rodden, T and Rogers, Alex (2014) Human-agent collectives. Communications of the ACM, 57 (12), 80-88. (doi:10.1145/2629559).
Huynh, Trung Dong, Ebden, Mark, Ramchurn, Sarvapali, Roberts, Stephen and Moreau, Luc (2014) Data quality assessment from provenance graphs. Provenance Analytics 2014, Cologne, Germany. 08 Jun 2014. 4 pp .
Fischer, Joel E., Costanza, Enrico, Ramchurn, Sarvapali, Colley, James and Rodden, Tom (2014) Energy advisors at work: charity work practices to support people in fuel poverty. UbiComp '14 Proceedings of the 2014 ACM International Joint Conference on Pervasive and Ubiquitous Computing, Seattle, United States. 13 - 17 Sep 2014. pp. 447-458 . (doi:10.1145/2632048.2636081).
Bistaffa, Filippo, Farinelli, Alessandro, Cerquides, Jesus, Rodriguez-Aguilar, Juan Antonio and Ramchurn, Sarvapali D. (2014) Anytime coalition structure generation on synergy graphs. 13th International Conference on Autonomous Agents and Multi-Agent Systems, , Paris, France. 05 - 09 May 2014. 8 pp .
Bicego, Manuele, Recchia, F., Farinelli, Alessandro, Ramchurn, Sarvapali and Grosso, E. (2014) Behavioural biometrics using electricity load profiles. International Conference on Pattern Recognition, Stockholm, Sweden. 24 - 28 Aug 2014. 6 pp .
Bistaffa, Filippo, Farinelli, Alessandro and Ramchurn, Sarvapali D. (2014) Sharing rides with friends: a coalition formation algorithm for ridesharing. AAAI Conference on Artificial Intelligence 2015, Austin, United States. 25 - 29 Jan 2015. 7 pp . (Submitted)
Zhao, Dengji, Ramchurn, Sarvapali D., Gerding, Enrico H. and Jennings, Nicholas R. (2015) Balanced trade reduction for dual-role exchange markets. The Twenty-Ninth AAAI Conference on Artificial Intelligence, Austin, United States. 25 - 30 Jan 2015. pp. 1064-1070 .
Tran-Thanh, Long, Huynh, Trung Dong, Rosenfeld, Avi, Ramchurn, Sarvapali D. and Jennings, Nicholas R. (2015) Crowdsourcing complex workflows under budget constraints. In AAAI'15 Proceedings of the Twenty-Ninth AAAI Conference on Artificial Intelligence. ACM Press. pp. 1298-1304 .
Shaofei, Chen, Feng, Wu, Lincheng, Shen, Jing, Chen and Ramchurn, Sarvapali (2014) Multi-agent patrolling under uncertainty and threats. International Joint Workshop on Optimisation in Multi-Agent Systems and Distributed Constraint Reasoning, Paris, France. 04 - 05 May 2014.
Ramchurn, Sarvapali D., Wu, Feng, Jiang, Wenchao, Fischer, Joel E., Reece, Steve, Roberts, Stephen, Jennings, Nicholas R., Rodden, Tom and Greenhalgh, Chris (2016) Human-agent collaboration for disaster response. Autonomous Agents and Multi-Agent Systems, 30 (1), 82-111. (doi:10.1007/s10458-015-9286-4).
Ramchurn, Sarvapali, Simpson, Edwin, Fischer, Joel, Huynh, Trung Dong, Ikuno, Yuki, Reece, Steven, Jiang, Wenchao, Wu, Feng, Flann, Jack, Roberts, S.J., Moreau, Luc, Rodden, T. and Jennings, N.R. (2015) HAC-ER: disaster response system based on human-agent collectives. 14th International Conference on Autonomous Agents and Multi-Agent Systems, , Istanbul, Turkey. 03 - 07 May 2015. pp. 533-541 .
Salisbury, Elliot, Stein, Sebastian and Ramchurn, Sarvapali (2015) Real-time opinion aggregation methods for crowd robotics. 14th International Conference on Autonomous Agents and Multi-Agent Systems (AAMAS), Istanbul, Turkey, Turkey. 03 - 07 May 2015. pp. 841-849 .
Alam, Muddasser, Gerding, Enrico H., Rogers, Alex and Ramchurn, Sarvapali D. (2015) A scalable, decentralised multi-issue negotiation protocol for energy exchange. International Joint Conference on Artificial Intelligence (IJCAI), Buenos Aires, Argentina. 25 Jul - 01 Aug 2015. 7 pp .
Ramchurn, Sarvapali, Fischer, Joel, Ikuno, Yuki, Wu, Feng, Flann, Jack and Waldock, Antony (2015) A Study of Human-Agent Collaboration for Multi-UAV Task Allocation in Dynamic Environments. International Joint Conference on Artificial Intelligence.
Wu, Feng, Ramchurn, Sarvapali, Jiang, Wenchao, Fischer, Joel, Rodden, Tom and Jennings, Nicholas R. (2015) Agile Planning for Real-World Disaster Response. International Joint Conference on Artificial Intelligence. pp. 132-138 .
Holyhead, James C, Ramchurn, Sarvapali D. and Rogers, Alex (2015) Consumer targeting in residential demand response programmes. Proceedings of the ACM International Conference on Future Energy Systems, Bangalore, India. 13 - 16 Jul 2015. (doi:10.1145/2768510.2768531).
Alan, Alper T., Costanza, Enrico, Ramchurn, Sarvapali, Fischer, Joel, Rodden, Tom and Jennings, N. R. (2015) Managing energy tariffs with agents: a field study of a future smart energy system at home. Adjunct Proceedings of the 2015 ACM International Joint Conference on Pervasive and Ubiquitous Computing and Proceedings of the 2015 ACM International Symposium on Wearable Computers, Osaka, Japan. 06 - 10 Sep 2015. 8 pp . (doi:10.1145/2800835.2801626).
Bistaffa, Filippo, Farinelli, Alessandro, Chalkiadakis, Georgios and Ramchurn, Sarvapali (2015) Recommending fair payments for large-scale social ridesharing. RecSys'15, Austria, Republic of, Austria. 15 - 19 Sep 2015. pp. 139-146 . (doi:10.1145/2792838.2800177).
Salisbury, Elliot, Stein, Sebastian and Ramchurn, Sarvapali (2015) CrowdAR: augmenting live video with a real-time crowd. HCOMP 2015: Third AAAI Conference on Human Computation and Crowdsourcing, San Diego, United States. 08 - 11 Nov 2015. pp. 169-177 .
Alan, Alper Turan, Shann, Mike, Costanza, Enrico, Ramchurn, Sarvapali and Seuken, Sven (2016) It is too hot: an in-situ study of three designs for heating. The SIGCHI Conference on Human Factors in Computing Systems, San Jose, United States. (doi:10.1145/2858036.2858222).
Fischer, Joel, Crabtree, Andy, Rodden, Tom, Colley, James, Costanza, Enrico, Jewell, Michael and Ramchurn, Sarvapali (2016) “Just whack it on until it gets hot”: Working with IoT Data in the Home. CHI 2016, , San Jose, United States. 06 - 11 May 2016. (doi:10.1145/2858036.2858518).
Verame, Jhim Kiel M., Costanza, Enrico and Ramchurn, Sarvapali (2016) The effect of displaying system confidence information on the usage of autonomous systems for non-specialist applications: a lab study. Conference on Human Factors in Computing Systems (CHI).
Verame, Jhim, Costanza, Enrico and Ramchurn, Sarvapali (2016) Dataset for "The Effect of Displaying System Confidence Information on the Usage of Autonomous Systems for Non-specialist Applications: A Lab Study". University of Southampton doi:10.5258/SOTON/385543 [Dataset]
Alan, Alper Turan, Shann, Mike, Costanza, Enrico, Ramchurn, Sarvapali and Seuken, Sven (2016) Smart Thermostat Dataset. University of Southampton doi:10.5258/SOTON/385589 [Dataset]
Bandhyopadhyay, Sambaran, Narayanam, Ramasuri, Kumar, Pratyush, Ramchurn, Sarvapali Dyanand, Arya, Vijay and Petra, Iskandarbin (2016) An axiomatic framework for ex-ante dynamic pricing mechanisms in smart grid. Proceedings of the Thirtieth AAAI Conference on Artificial Intelligence (AAAI-16), Phoenix, United States. 01 Feb 2016. 7 pp .
Zhao, Dengji, Ramchurn, Sarvapali and Jennings, Nicholas (2016) Fault tolerant mechanism design for general task allocation. In Proceedings of the 15th International Conference. ACM Press. pp. 323-331 .
Baker, Chris, Ramchurn, Gopal, Teacy, Luke and Jennings, Nicholas (2016) Factored Monte-Carlo tree search for coordinating UAVs in disaster response. Komenda,, Antonín and Shani, Guy (eds.) In ICAPS Proceedings of the 4th Workshop on Distributed and Multi-Agent Planning (DMAP-2016). pp. 6-15 .
Wu, Feng, Ramchurn, Sarvapali and Chen, Xiaoping (2016) Coordinating human-UAV teams in disaster response. International Joint Conference on Artificial Intelligence (IJCAI-16), New York, United States. 08 - 14 Jul 2016. pp. 1-7 .
Truong, Ngoc Cuong, Baarslag, Tim, Ramchurn, Gopal and Tran-Thanh, Long (2016) Interactive scheduling of appliance usage in the home. 25th International Joint Conference on Artificial Intelligence (IJCAI-160, New York, United States. 08 - 14 Jul 2016. 7 pp .
Baker, Chris, Ramchurn, Gopal, Teacy, Luke and Jennings, Nicholas (2016) Planning search and rescue missions for UAV teams. In ECAI 2016. vol. 285, IOS Press. 1777 - 1782 . (In Press) (doi:10.3233/978-1-61499-672-9-1777).
Fischer, Joel, Reeves, Stuart, Rodden, Tom, Reece, Steven, Ramchurn, Sarvapali D. and Jones, David (2015) Building a birds eye view: collaborative work in disaster response. In CHI '15: Proceedings of the 33rd Annual ACM Conference on Human Factors in Computing Systems. The Association for Computing Machinery. pp. 4103-4112 . (doi:10.1145/2702123.2702313).
Garcia Garcia, Pedro, Costanza, Enrico, Verame, Jhim and Ramchurn, Sarvapali D. (2016) The potential of physical motion cues: changing people’s perception of robots’ performance. In UbiComp '16 Proceedings of the 2016 ACM International Joint Conference on Pervasive and Ubiquitous Computing. ACM Press. pp. 510-518 . (doi:10.1145/2971648.2971697).
Salisbury, Elliot, Stein, Sebastian and Ramchurn, Gopal (2016) CrowdAR: a live video annotation tool for rapid mapping. Humanitarian Technology: Science, Systems and Global Impact 2016, Boston, United States. 06 - 08 Jun 2016. 5 pp .
Farinelli, Alessandro, Bicego, Manuele, Bistaffa, Filippo and Ramchurn, Sarvapali D. (2016) A hierarchical clustering approach to large-scale near-optimal coalition formation with quality guarantees. Engineering Applications of Artificial Intelligence. (In Press)
Abioye, Ayodeji, Opeyemi, Prior, Stephen, Thomas, Trevor, Saddington, Peter and Ramchurn, Sarvapali (2017) Multimodal human aerobotic interaction. In, Issa, Tomayess, Kommers, Piet, Issa, Theodora, Isaías, Pedro and Issa, Touma B. (eds.) Smart Technology Applications in Business Environments. (HASH(0x990f7d0)) Pennsylvania, USA. IGI Global, pp. 39-62. (doi:10.4018/978-1-5225-2492-2.ch003).
Ramchurn, Sarvapali D., Huynh, Trung Dong, Wu, Feng, Ikuno, Yuki, Flann, Jack, Moreau, Luc, Fischer, Joel, Jiang, Wenchao, Rodden, Tom, Simpson, Edwin, Reece, Steven, Roberts, Stephen and Jennings, Nicholas R. (2016) A disaster response system based on human-agent collectives. Journal of Artificial Intelligence Research, 57, 661-708. (doi:10.1613/jair.5098).
Bistaffa, Filippo, Farinelli, Alessandro, Chalkiadakis, Georgios and Ramchurn, Sarvapali (2017) A cooperative game-theoretic approach to the social ridesharing problem. Artificial Intelligence, 246, 86-117. (doi:10.1016/j.artint.2017.02.004).
Cruz, Francisco, Espinosa, Antonio, Moure, Juan Carlos, Cerquides, Jesus, Rodriguez-Aguilar, Juan Antonio, Svensson, Kim and Ramchurn, Sarvapali (2017) Coalition structure generation problems: optimization and parallelization of the IDP algorithm in multicore systems. Concurrency and Computation: Practice and Experience, 29 (5). (doi:10.1002/cpe.3969).
Balsamo, Domenico, Merrett, Geoff V., Zaghari, Bahareh, Wei, Yang, Ramchurn, Sarvapali, Stein, Sebastian, Weddell, Alexander and Beeby, Stephen (2017) Wearable and autonomous computing for future smart cities: open challenges. In 25th International Conference on Software, Telecommunications and Computer Networks (SoftCOM). IEEE. 5 pp . (doi:10.23919/SOFTCOM.2017.8115596).
Verame, Jhim Kiel, Manzano, Rodden, Tom and Crabtree, Andy (2017) Dataset for "Learning from the Veg Box: Designing Unpredictability in Agency Delegation". University of Southampton doi:10.5258/SOTON/D0356 [Dataset]
Bicego, M., Farinelli, A., Grosso, E., Paolini, D. and Ramchurn, S.D. (2018) On the distinctiveness of the electricity load profile. Pattern Recognition, 74, 317-325. (doi:10.1016/j.patcog.2017.09.039).
Verame, Jhim Kiel, Manzano, Costanza, Enrico, Ramchurn, Sarvapali, Fischer, Joel, Crabtree, Andy, Rodden, Tom and Jennings, Nick (2018) Learning from the veg box: Designing unpredictability in agency delegation. In CHI '18: Proceedings of the 2018 CHI Conference on Human Factors in Computing Systems. ACM Press.. (doi:10.1145/3173574.3174021).
Abioye, Ayodeji, Opeyemi, Prior, Stephen, Thomas, Trevor, Saddington, Peter and Ramchurn, Sarvapali (2017) A practical mSVG interaction method for patrol, search, and rescue aerobots. UK-RAS Conference on 'Robotics and Autonomous Systems' (RAS 2017): Robots working for and and among us, UWE Bristol Exhibition and Conference Centre (ECC), Bristol, United Kingdom. 12 Dec 2017. 2 pp .
Abioye, Ayodeji, Opeyemi, Prior, Stephen, Thomas, Trevor, Saddington, Peter and Ramchurn, Sarvapali (2018) The multimodal speech and visual gesture (mSVG) control model for a practical patrol, search, and rescue aerobot. In 19th Towards Autonomous Robotic Systems (TAROS) Conference 2018. vol. 10965, Springer. pp. 423-437 . (doi:10.1007/978-3-319-96728-8_36).
Abioye, Ayodeji, Opeyemi, Prior, Stephen, Thomas, Trevor, Saddington, Peter and Ramchurn, Sarvapali (2018) Quantifying the effects of varying light-visibility and noise-sound levels in practical multimodal speech and visual gesture (mSVG) interaction with aerobots. Meen, , Prior, and Lam, (eds.) In IEEE International Conference on Applied System Innovation (IEEE ICASI) 2018. IEEE. pp. 842-845 . (doi:10.1109/ICASI.2018.8394395).
Garcia Garcia, Pedro, Costanza, Enrico, Verame, Jhim KM, Nowacka, Diana and Ramchurn, Sarvapali (2018) Dataset for Seeing (Movement) is Believing: The Effect of Motion on Perception of Automatic Systems Performance. University of Southampton doi:10.5258/SOTON/D0490 [Dataset]
Oluwasuji, Olabambo, Ifeoluwa, Malik, Obaid, Zhang, Jie and Ramchurn, Sarvapali (2018) Algorithms to manage load shedding events in developing countries. 17th International Conference on Autonomous Agents and Multiagent Systems, , Stockholm, Sweden. 11 - 12 Jul 2018. 3 pp . (In Press)
Oluwasuji, Olabambo, Ifeoluwa, Malik, Obaid, Zhang, Jie and Ramchurn, Sarvapali (2018) Algorithms for fair load shedding in developing countries. International Joint Conference on Artificial Intelligence, , Stockholm, Sweden. 13 - 19 Jul 2018. 7 pp . (In Press)
Diago, Ndeye Arame, Aknine, Samir, Ramchurn, Sarvapali, Shehory, Onn and Sene, Mbaye (2018) Distributed negotiation for collective decision-making. In Proceedings - 2017 International Conference on Tools with Artificial Intelligence, ICTAI 2017. vol. 2017-November, IEEE Computer Society Press. pp. 913-920 . (doi:10.1109/ICTAI.2017.00141).
Rigas, Emmanouil, Ramchurn, Sarvapali and Bassiliades, Nick (2018) Algorithms for electric vehicle scheduling in large-scale mobility-on-demand schemes. Artificial Intelligence, 262, 248-278. (doi:10.1016/j.artint.2018.06.006).
García García, Pedro, Costanza, Enrico, Verame, Jhim, Nowacka, Diana and Ramchurn, Sarvapali D. (2018) Seeing (movement) is believing: the effect of motion on perception of automatic systems performance. Human-Computer Interaction. (doi:10.1080/07370024.2018.1453815).
Ortega Alban, Andre, Paola (2018) Data for 'Automated Negotiation for Opportunistic Energy Trading Between Neighbouring Wireless Sensor Networks'. University of Southampton doi:10.5258/SOTON/D0621 [Dataset]
Ortega, Andre P., Merrett, Geoff and Ramchurn, Sarvapali (2018) Automated negotiation for opportunistic energy trading between neighbouring wireless sensor networks. 2018 IEEE International Conference on Communications, Control, and Computing Technologies for Smart Grids, , Aalborg, Denmark. 29 - 31 Oct 2018. 6 pp . (In Press)
Rigas, Emmanouil S., Karapostolakis, Sotiris, Bassiliades, Nick and Ramchurn, Sarvapali D. (2018) EVLibSim: a tool for the simulation of electric vehicles’ charging stations using the EVLib library. Simulation Modelling Practice and Theory, 87, 99-119. (doi:10.1016/j.simpat.2018.06.007).
Alan, Alper Turan, Liu, Chang, Salisbury, Elliot, Prior, Stephen D., Ramchurn, Sarvapali D., Wu, Feng, Tatlock, Kerry and Rees, Gareth (2018) Human-uav teaming In dynamic and uncertain environments. In 17th International Conference on Autonomous Agents and Multiagent Systems, AAMAS 2018. vol. 3, International Foundation for Autonomous Agents and Multiagent Systems (IFAAMAS). pp. 1791-1793 .
Vu, Huan, Aknine, Samir and Ramchurn, Sarvapali (2018) A decentralised approach to intersection traffic management. In Proceedings of the 27th International Joint Conference on Artificial Intelligence, IJCAI 2018. vol. 2018-July, International Joint Conferences on Artificial Intelligence. pp. 527-533 .
Malik, Obaid and Ramchurn, Sarvapali (2018) Poster: Everyday interaction with autonomous Internet of Things. IJCAI 2018: Workshop on AI for Internet of Things, , Älvsjö, Sweden. 15 - 14 Jul 2018. 4 pp .
Abioye, Ayodeji, Opeyemi, Prior, Stephen, Saddington, Peter and Ramchurn, Sarvapali (2019) Effects of varying noise levels and lighting levels on multimodal speech and visual gesture interaction with aerobots. Applied Sciences, 9 (10), 1-29. (doi:10.3390/app9102066).
Fuentes, Carolina, Porcheron, Martin, Fischer, Joel E., Costanza, Enrico, Malik, Obaid and Ramchurn, Sarvapali D. (2019) Tracking the consumption of home essentials. In CHI 2019 - Proceedings of the 2019 CHI Conference on Human Factors in Computing Systems. ACM Press. pp. 1-13 . (doi:10.1145/3290605.3300869).
Oluwasuji, Olabambo Ifeoluwa, Malik, Obaid, Zhang, Jie and Ramchurn, Sarvapali (2020) Solving the fair electric load shedding problem in developing countries. Autonomous Agents and Multi-Agent Systems, 34 (1), [12]. (doi:10.1007/s10458-019-09428-8).
Beal, Ryan, James, Changder, Narayan, Norman, Timothy and Ramchurn, Sarvapali (2019) Learning the value of teamwork to form efficient teams. The Thirty-Fourth AAAI Conference on Artificial Intelligence, Hilton Midtown New York, New York, United States. 07 - 12 Feb 2020. (In Press)
Beal, Ryan, Norman, Timothy J. and Ramchurn, Sarvapali D. (2019) Artificial intelligence for team sports: a survey. Knowledge Engineering Review, 34, [e28]. (doi:10.1017/S0269888919000225).
Beal, Ryan, Norman, Timothy, Chalkiadakis, Georgios and Ramchurn, Sarvapali (2020) Optimising game tactics for football. In Nineteenth International Conference on Autonomous Agents and Multi-Agent Systems. ACM Press. 9 pp . (In Press)
Capezzuto, Luca, Tarapore, Danesh and Ramchurn, Sarvapali (2020) Anytime and efficient coalition formation with spatial and temporal constraints. In Proceedings of the European Conference on Multi-Agent Systems (EUMAS) 2020.
Ortega Alban, Andre Paola, Ramchurn, Sarvapali, Tran-Thanh, Long and Merrett, Geoffrey (2020) Dataset for: Partner selection in self-organised wireless sensor networks for opportunistic energy negotiation: A multi-armed bandit based approach. University of Southampton doi:10.5258/SOTON/D1659 [Dataset]
Beal, Ryan James, Middleton, Stuart, Norman, Timothy and Ramchurn, Sarvapali (2021) Combining machine learning and human experts to predict match outcomes in football: A baseline model. The Thirty-Third Annual Conference on Innovative Applications of Artificial Intelligence, , Virtual. 02 - 09 Feb 2021. 5 pp .
Ortega, Andre P., Ramchurn, Sarvapali, Tran-Thanh, Long and Merrett, Geoff (2021) Partner selection in self-organised wireless sensor networks for opportunistic energy negotiation: A multi-armed bandit based approach. Ad Hoc Networks, 112, [102354]. (doi:10.1016/j.adhoc.2020.102354).
Beal, Ryan James, Norman, Timothy and Ramchurn, Sarvapali (2020) Optimising daily fantasy sports teams with artificial intelligence. International Journal of Computer Science in Sport, 19 (2). (doi:10.2478/ijcss-2020-0008).
Beal, Ryan James, Norman, Timothy and Ramchurn, Sarvapali (2020) A critical comparison of machine learning classifiers to predict match outcomes in the NFL. International Journal of Computer Science in Sport, 19 (2). (doi:10.2478/ijcss-2020-0009 |).
Rigas, Emmanouil S., Gerding, Enrico, Stein, Sebastian, Ramchurn, Sarvapali D. and Bassiliades, Nick (2020) Mechanism design for efficient allocation of electric vehicles to charging stations. In SETN 2020: 11th Hellenic Conference on Artificial Intelligence. pp. 10-15 . (doi:10.1145/3411408.3411434).
Yazdanpanah, Vahid, Gerding, Enrico H., Stein, Sebastian, Dastani, Mehdi, Jonker, Catholijn M., Norman, Timothy J. and Ramchurn, Sarvapali D. (2021) Responsibility ascription in trustworthy autonomous systems. Embedding AI in Society, North Carolina State University, Raleigh (online), United States. 18 - 19 Feb 2021. 5 pp . (In Press)
Lhopital, Sacha, Aknine, Samir, Ramchurn, Sarvapali, Thavonekham, Vincent and Vu, Huan (2021) Decentralised control of intelligent devices: a healthcare facility study. Bassiliades, Nick, Chalkiadakis, Georgios and de Jonge, Dave (eds.) In Multi-Agent Systems and Agreement Technologies - 17th European Conference, EUMAS 2020, and 7th International Conference, AT 2020, Revised Selected Papers. vol. 12520 LNAI, Springer. pp. 20-36 . (doi:10.1007/978-3-030-66412-1_2).
Beal, Ryan, James, Chalkiadakis, Georgios, Norman, Timothy and Ramchurn, Sarvapali (2021) Optimising long-term outcomes using real-world fluent objectives: an application to football. 20th International Conference on Autonomous Agents and Multiagent Systems, London (Virtual), Virtual, United Kingdom. 03 - 07 May 2021. pp. 196-204 . (doi:10.48448/em7e-gb49).
Merhej, Charbel, Beal, Ryan, James, Matthews, Tim and Ramchurn, Sarvapali (2021) What happened next? Using deep learning to value defensive actions in football event-data. KDD 2021, Virtual. 14 - 18 Aug 2021. pp. 3394-3403 .
Worrawichaipat, Phuriwat, Gerding, Enrico, Kaparias, Ioannis and Ramchurn, Sarvapali (2021) Resilient intersection management with multi-vehicle collision avoidance. Frontiers in Sustainable Cities, 3, [670454]. (doi:10.3389/frsc.2021.670454).
Dbouk, Wassim (ed.) , (2021) The future of connected and automated mobility in the UK: call for evidence University of Southampton 15pp. (doi:10.5258/SOTON/P0097).
Ramchurn, Sarvapali, Stein, Sebastian and Jennings, Nicholas R. (2021) Trustworthy human-AI partnerships. iScience, 24 (8), [102891]. (doi:10.1016/j.isci.2021.102891).
Ramchurn, Sarvapali, Middleton, Stuart, McAuley, Derek, Webb, Helena, Hyde, Richard and Lisinska, Justyna (2021) A Response to Draft Online Safety Bill: A call for evidence from the Joint Committee 9pp. (doi:10.18742/pub01-060).
Capezzuto, Luca, Tarapore, Danesh and Ramchurn, Sarvapali (2021) Large-scale, dynamic and distributed coalition formation with spatial and temporal constraints. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 108-125. (In Press)
Early, Joseph, Evers, Christine and Ramchurn, Sarvapali (2022) Model agnostic interpretability for multiple instance learning. International Conference on Learning Representations 2022. 25 - 29 Apr 2022. 25 pp .
Rigas, Emmanouil S., Gerding, Enrico H., Stein, Sebastian, Ramchurn, Sarvapali D. and Bassiliades, Nick (2022) Mechanism design for efficient offline and online allocation of electric vehicles to charging stations. Energies, 15 (5), [1660]. (doi:10.3390/en15051660).
Buermann, Jan, Georgiev, Dimitar, Gerding, Enrico, Hill, Lewis, Malik, Obaid, Pop, Alexandru, Pun, Matthew, Ramchurn, Sarvapali, Salisbury, Elliot and Stojanovic, Ivan (2022) An agent-based simulator for maritime transport decarbonisation: Demonstration track. 21st International Conference on Autonomous Agents and Multiagent Systems, Online. 09 - 13 May 2022. pp. 1890-1892 . (doi:10.48448/ew81-ws95).
Bossens, David, Ramchurn, Sarvapali and Tarapore, Danesh (2022) Resilient robot teams: a review integrating decentralised control, change-detection, and learning. Current Robotics Reports. (doi:10.1007/s43154-022-00079-4).
Early, Joseph, Bewley, Tom, Evers, Christine and Ramchurn, Sarvapali (2022) Non-markovian reward modelling from trajectory labels via interpretable multiple instance learning. arXiv. (doi:10.48550/arXiv.2205.15367).
Capezzuto, Luca, Tarapore, Danesh and Ramchurn, Sarvapali D. (2021) Anytime and efficient multi-agent coordination for disaster response. SN Computer Science, 2 (3). (doi:10.1007/s42979-021-00523-w).
Divband Soorati, Mohammad, Gerding, Enrico, Marchioni, Enrico, Naumov, Pavel, Norman, Timothy, Ramchurn, Sarvapali, Rastegari, Baharak, Sobey, Adam, Stein, Sebastian, Tarapore, Danesh, Yazdanpanah, Vahid and Zhang, Jie (2022) From Intelligent Agents to Trustworthy Human-Centred Multiagent Systems. AI Communications.
Singh, Lokesh, Ramchurn, Sarvapali, Malik, Obaid and Clark, Jediah R (2022) Understanding the Impact of Induced Stress on Team Coordination Strategy in Multi-User Environments. In, Goonetilleke, Ravindra S. and Xiong, Shuping (eds.) Physical Ergonomics and Human Factors. 13th AHFE International Conference on Physical Ergonomics and Human Factors (24/07/22 - 28/07/22) p. 1. (doi:10.54941/ahfe1002608).
Naiseh, Mohammad, Ramchurn, Sarvapali and Bentley, Caitlin (2022) Trustworthy Autonomous Systems (TAS): engaging TAS experts in curriculum design. 2022 IEEE Global Engineering Education Conference (EDUCON). 28 - 31 Mar 2022. 6 pp . (doi:10.1109/EDUCON52537.2022.9766663).
Parnell, Katie Joanne, Fischer, Joel E, Clark, Jediah R, Bodenmann, Adrian, Jose Galvez Trigo, Maria, Brito, Mario, Divband Soorati, Mohammad, Plant, Katherine and Ramchurn, Sarvapali (2022) Trustworthy UAV relationships: Applying the Schema Action World taxonomy to UAVs and UAV swarm operations. International Journal of Human-Computer Interaction. (In Press)
Telephone: +44 (0) 23 8059 9309
Email: sdr@ecs.soton.ac.uk
I am an Associate Professor in the School of Electronics & Computer Science. I hold a BEng degree in Aerospace Engineering and PhD in Computer Science, both from the University of Southampton. My main research interests are centred around learnt representations of data. This is a subtopic of machine learning in which machines learn to encode or embed raw data into representations (aka latent spaces or embeddings) that attempt to capture human notions of meaning and semantics, and disentangle the underlying factors that generated the data.
My research necessarily incorporates research into deep neural network models ("deep learning"), as well as the more general notion of differentiable programming. Much of my research focusses on representations of visual information, and hence crosses over into the field of computer vision. I have however also worked on representations of textual information and other data modalities, and I am particularly interested in representations at the convergence of different modalities of data. At the same time, I am also highly interested in how we can take inspiration from biological systems in the design of our models, and both use this to inform new model architectures (that for example have particular performance characteristics, or map particularly well to certain hardware), as well as to understand emergent representational properties inside those models.
My research has been published in over 100 articles in top peer-reviewed journals and conferences. I am one of only a small handful of UK-based academics to have successively published papers in both NeurIPS and ICLR, the top international conferences for neural network, machine-learning and representation-learning research.
My main research interests lie in the area of representation learning. The long-term goal of my research is to innovate techniques that can allow machines to learn from and understand the information conveyed by data and use that information to fulfil the information needs of humans. Broadly speaking this can be broken down into the following areas:
I have worked on a number of different approaches to creating novel representations from data. These include:
As we work towards the goal of building artificial intelligence, it is important that we understand how our models work internally, and perhaps even utilise knowledge of biological systems in their design. In this space, there are three main directions that stand out:
I have also been involved in numerous other projects involving both machine learning and computer vision. For example, I was part of a team that innovated a system for scanning archaeological artefacts in the form of ancient Near Eastern cylinder seals using structured light.
Through all my research, I have made a commitment to open science and reproducible results. The published outcomes of almost all my work is accompanied with open source implementations that others can view, modify and run. A large body of the outcomes of my earlier research can be found in the OpenIMAJ software project (see http://openimaj.org), which won the prestigious 2011 ACM Multimedia Open Source Software Competition. OpenIMAJ is now used by researchers and developers across the globe, and in a variety of national and international organisations.
I currently lead and teach on our popular research-led undergraduate Computer Vision and fourth year/MSc Differentiable Programming/Deep Learning modules. I am also part of the teaching team (with Adam Prügel-Bennett) on the Advanced Machine Learning module. In the past I have also taught the fourth year/MSc Data Mining module which I designed, and Scripting Languages/Cloud Application Development.
My work on designing and delivering these modules has been widely recognised: For Computer Vision, the students nominated me for the 2013-14 Excellence in Teaching Awards, and I won the faculty award for innovative teaching. In 2015 I was awarded a Vice Chancellors Teaching Award. The Computer Vision module was also shortlisted in the Blackboard and VLE Awards in 2017 and 2020, and my Data Mining module was shortlisted in 2016.
I am actively involved in matters surrounding teaching in the School, such as engaging with education away days, education committee, and School reviews. In particular I was heavily involved in the review of machine learning teaching which led to the creation of new modules on Deep Learning, Natural Language Processing and Machine Learning Technologies.
As Doctoral Programme Director, I am currently also responsible for the education of over 150 PhD students. Through these activities I contribute directly to education policy. I am also heavily involved in the organisation of outreach activities, including the ECS Taster Course.
Together with Adam Prügel-Bennett and Mahesan Niranjan, I am also regularly involved in contract teaching of short courses on Machine Learning to both academia and industry.
I am a Fellow of the HEA and act as a mentor to ECS colleagues undertaking PGCAP and PREP.
Yardley, Lucy, Osmond, Adrian, Hare, Jonathon, Wills, Gary, Weal, Mark, De Roure, Dave and Michie, Susan (2009) Introduction to the LifeGuide: software facilitating the development of interactive internet interventions. In Proceedings of the Persuasive Technology and Digital Behaviour Intervention Symposium.
Joseph, J.A., Yardley, Lucy, Hare, J., Osmond, A, Yang, Yang, Weal, Mark J., Wills, Gary B. and Michie, S (2009) Application of the LifeGuide: the development and quantitative analysis of the 'Internet Doctor'. 5th International Conference on e-Social Science, , Cologne, Germany. 24 - 26 Jun 2009. 6 pp .
Hare, Jonathon S. and Lewis, Paul H. (2003) Scale Saliency: Applications in Visual Matching, Tracking and View-Based Object Recognition. Distributed Multimedia Systems 2003 / Visual Information Systems 2003, Florida International University, Miami, Florida, United States. 23 - 25 Sep 2003. pp. 436-440 .
Hare, Jonathon S. and Lewis, Paul H. , Enser, Peter, Kompatsiaris, Yiannis and O'Connor, Noel E. (eds.) (2004) Salient Regions for Query by Image Content. Lecture Notes in Computer Science, 3115 /, 317-325.
Hare, Jonathon S. and Lewis, Paul H. (2005) Content-based image retrieval using a mobile device as a novel interface. Lienhart, Rainer W., Babaguchi, Noburu and Chang, Edward Y. (eds.) Storage and Retrieval Methods and Applications for Multimedia 2005, San Jose, California, United States. 16 - 20 Jan 2005. pp. 64-75 .
Hare, Jonathon S. and Lewis, Paul H. (2005) Saliency-based Models of Image Content and their Application to Auto-Annotation by Semantic Propagation. Multimedia and the Semantic Web / European Semantic Web Conference 2005, Heraklion, Crete.
Hare, Jonathon S. and Lewis, Paul H. , Leow, Wee-Kheng, Lew, Michael S., Chua, Tat-Seng, Ma, Wei-Ying, Chaisorn, Lekha and Bakker, Erwin M. (eds.) (2005) On Image Retrieval using Salient Regions with Vector-Spaces and Latent Semantics. Lecture Notes in Computer Science, LNCS 3, 540-549.
Hare, Jonathon, Karam, Maria, Lewis, Paul and schraefel, m.c. (2005) iGesture: A Platform for Investigating Multimodal, Multimedia Gesture-based Interactions s.n.
Hare, Jonathon S., Lewis, Paul H., Enser, Peter G. B. and Sandom, Christine J. (2006) Mind the Gap: Another look at the problem of the semantic gap in image retrieval. Chang, Edward Y., Hanjalic, Alan and Sebe, Nicu (eds.) Multimedia Content Analysis, Management and Retrieval 2006, San Jose, California, United States. 17 - 19 Jan 2006. pp. 607309-1 .
Karam, Maria, Hare, Jonathon, Lewis, Paul and schraefel, m.c. (2006) Ambient Gestures s.n.
Hare, Jonathon S. (2006) Saliency for Image Description and Retrieval. University of Southampton, School of Electronics and Computer Science, Doctoral Thesis.
Hare, Jonathon S., Sinclair, Patrick A. S., Lewis, Paul H., Martinez, Kirk, Enser, Peter G.B. and Sandom, Christine J. (2006) Bridging the Semantic Gap in Multimedia Information Retrieval: Top-down and Bottom-up approaches. Bouquet, Paolo, Brunelli, Roberto, Chanod, Jean-Pierre, Niederée, Claudia and Stoermer, Heiko (eds.) Mastering the Gap: From Information Extraction to Semantic Representation / 3rd European Semantic Web Conference, Budva, Montenegro.
Tang, Jiayu, Hare, Jonathon S. and Lewis, Paul H. (2006) Image Auto-annotation using a Statistical Model with Salient Regions. IEEE International Conference on Multimedia & Expo (ICME), Hilton Toronto, Toronto, Ontario, Canada. 08 - 11 Jul 2006.
Hare, Jonathon S., Lewis, Paul H., Enser, Peter G. B. and Sandom, Christine J. , Sundaram, Hari, Naphade, Milind, Smith, John R. and Rui, Yong (eds.) (2006) A Linear-Algebraic Technique with an Application in Semantic Image Retrieval. Lecture Notes in Computer Science, LNCS 4, 31-40. (doi:10.1007/11788034_4).
Enser, Peter G. B., Sandom, Christine J., Lewis, Paul H. and Hare, Jonathon S. (2006) The Reality of the Semantic Gap in Image Retrieval. The Reality of the Semantic Gap in Image Retrieval, tutorial held in conjunction with the 1st International Conference on Semantic and Digital Media Technologies, Athens, Greece.
Hare, Jonathon S., Lewis, Paul H., Enser, Peter G. B. and Sandom, Christine J. (2007) How to spot a Dalmatian in a pack of Dogs; A data-driven approach to searching unannotated images using natural language. Multimedia Knowledge Management: Industry meets academia, KMi, Open University, Milton Keynes.
Wills, Gary, Davis, Hugh, Gilbert, Lester, Hare, Jonathon, Howard, Yvonne, Jeyes, Steve, Millard, David and Sherratt, Robert (2007) Delivery of QTIv2 Question Types. International CAA Conference, Loughborough, United Kingdom. 09 - 10 Jul 2007.
Hare, Jonathon S., Lewis, Paul H., Enser, Peter G. B. and Sandom, Christine J. (2007) Semantic Facets: An in-depth Analysis of a Semantic Image Retrieval System. ACM CIVR 2007: The 6th International Conference on Image and Video Retrieval, Amsterdam, The, Netherlands. 08 - 10 Jul 2007.
Enser, Peter G. B., Sandom, Christine J., Hare, Jonathon S. and Lewis, Paul H. (2007) Facing the reality of semantic image retrieval. Journal of Documentation, 63 (4), 465-481.
Hare, Jonathan, Sinclair, Patrick, Lewis, Paul and Martinez, Kirk (2008) Giving order to image queries. Gevers, Theo, Jain, Ramesh and Santini, Simone (eds.) Multimedia Content Access: Algorithms and Systems II, San Jose, California, United States. 30 - 31 Jan 2008. pp. 682005-1 .
Hare, Jonathan, Lewis, Paul, Gordon, Layla and Hart, Glenn (2008) MapSnapper: Engineering an Efficient Algorithm for Matching Images of Maps from Mobile Phones. Gevers, Theo, Jain, Ramesh and Santini, Simone (eds.) Multimedia Content Access: Algorithms and Systems II, San Jose, California, United States. 30 - 31 Jan 2008. 68200L-1 .
Wills, Gary, Davis, Hugh, Gilbert, Lester, Hare, Jonathon, Howard, Yvonne, Jeyes, Steve, Millard, David and Sherratt, Robert (2009) Delivery of QTIv2 question types. [in special issue: Emerging Frameworks for the Use of E-Assessment in Higher Education] Assessment & Evaluation in Higher Education, 34 (3), 353-366. (doi:10.1080/02602930802071106).
Wills, Gary, Gilbert, Lester, Hare, Jonathan, Kajaba, Jiri, Argles, David and Millard, David (2008) Assessment Delivery Engine for QTIv2 Tests. 4th Ten Competence Open Workshop, Madrid. 09 - 10 Apr 2008.
Wills, Gary, Hare, Jonathan, Kajaba, Jiri, Argles, David, Gilbert, Lester and Millard, David (2008) A delivery engine for QTI assessments. International Journal of Emerging Technologies in Learning (iJET), 3. (PMID:10.3991%2Fijet.v3i0.551)
Wills, Gary, Hare, Jonathan, Kajaba, Jiri, Argles, David, Gilbert, Lester and Millard, David (2008) Assessment delivery engine for QTIv2 tests. International CAA Conference, Loughborough, United Kingdom. 07 - 08 Jul 2008. 10 pp .
Hare, Jonathan, Samangooei, Sina, Lewis, Paul and Nixon, Mark (2008) Semantic spaces revisited: investigating the performance of auto-annotation and semantic retrieval using semantic spaces. CIVR '08: The 2008 international conference on Content-based image and video retrieval, Niagara Falls, Ontario, Canada. 06 - 08 Jul 2008. pp. 359-368 .
Sandom, Christine, Hare, Jonathan, Enser, Peter and Lewis, Paul (2007) Bridging the Semantic Gap in Visual Information Retrieval: End of Project Report s.n. (In Press)
Hare, Jonathan, Osmond, Adrian, Yang, Yang, Wills, Gary, Weal, Mark, De Roure, David, Joseph, Judith and Yardley, Lucy (2009) LifeGuide: a platform for performing web-based behavioural interventions. WebSci'09: Society On-Line, , Athens, Greece. 18 - 20 Mar 2009. 5 pp .
Osmond, Adrian, Hare, Jonathan, Price, Joseph, Smith, Ashley, Weal, Mark, Wills, Gary, Yang, Yang, Yardley, Lucy and De Roure, David (2009) Designing authoring tools for the creation of on-line behavioural interventions. 5th International Conference on e-Social Science, , Cologne, Germany. 24 - 26 Jun 2009. 10 pp .
Hare, Jonathan and Lewis, Paul (2009) IAM@ImageCLEFPhotoAnnotation 2009: Naïve application of a linear-algebraic semantic space. Borri, Francesca, Nardi, Alessandro and Peters, Carol (eds.) CLEF 2009 Workshop, Corfu, Greece. 29 Sep - 01 Oct 2009. p. 66 .
Hare, Jonathan, Dupplaw, David and Lewis, Paul (2009) IAM@ImageCLEFphoto 2009: Experiments on Maximising Diversity using Image Features. Borri, Francesca, Nardi, Alessandro and Peters, Carol (eds.) CLEF 2009 Workshop, Corfu, Greece. 29 Sep - 01 Oct 2009. p. 42 .
Zontone, Pamela, Boato, Giulia, De Natale, F. G. B., De Rosa, Alessia, Barni, Mauro, Piva, Alessandro, Hare, Jonathan, Dupplaw, David and Lewis, Paul (2009) Image diversity analysis: context, opinion and bias. The First International Workshop on Living Web: Making Web Diversity a true asset, Collocated with the 8th International Semantic Web Conference ISWC-2009, Westfields Conference Center, Washington DC., United States.
Hare, Jonathan and Lewis, Paul (2010) Semantic Retrieval and Automatic Annotation: Linear Transformations, Correlation and Semantic Spaces. Imaging and Printing in a Web 2.0 World; and Multimedia Content Access: Algorithms and Systems IV, San Jose, California, United States. 17 - 21 Jan 2010.
Hare, Jonathan and Lewis, Paul (2010) Automatically Annotating the MIR Flickr Dataset: Experimental Protocols, Openly Available Data and Semantic Spaces. MIR '10: Proceedings of the international conference on Multimedia information retrieval, Philadelphia, United States. 28 - 30 Mar 2010. pp. 547-556 .
Zontone, Pamela, Boato, Giulia, Hare, Jonathon, Lewis, Paul, Siersdorfer, Stefan and Minack, Enrico (2010) Image and Collateral Text in Support of Auto-annotation and Sentiment Analysis. TextGraphs-5: Graph-based Methods for Natural Language Processing, Uppsala, Sweden. pp. 88-92 .
Siersdorfer, Stefan, Hare, Jonathon, Minack, Enrico and Deng, Fan (2010) Analyzing and Predicting Sentiment of Images on the Social Web. ACM Multimedia 2010, Firenze, Italy. 24 - 28 Oct 2010. pp. 715-718 .
Yardley, Lucy, Osmond, Adrian, Hare, Jonathan, Wills, Gary, Weal, Mark, De Roure, David and Michie, Susan (2009) Introduction to the LifeGuide: software facilitating the development of interactive behaviour change internet interventions. Persuasive Technology and Digital Behaviour Intervention Symposium. (AISB 2009), Edinburgh, United Kingdom. 05 - 08 Apr 2009. 4 pp .
Hare, Jonathon, Samangooei, Sina and Lewis, Paul (2011) Efficient clustering and quantisation of SIFT features: Exploiting characteristics of the SIFT descriptor and interest region detectors under image inversion. The ACM International Conference on Multimedia Retrieval (ICMR 2011), Trento, Italy. 16 - 19 Apr 2011.
Hare, Jonathan, Samangooei, Sina and Dupplaw, David (2011) OpenIMAJ and ImageTerrier: Java Libraries and Tools for Scalable Multimedia Analysis and Indexing of Images. ACM Multimedia 2011, Scottsdale, Arizona, United States. 28 Nov - 01 Dec 2011. pp. 691-694 .
Hare, Jonathon, Samangooei, Sina, Dupplaw, David and Lewis, Paul H. (2012) ImageTerrier: an extensible platform for scalable high-performance image retrieval. ACM International Conference on Multimedia Retrieval (ICMR'12), Hong Kong, Hong Kong. 04 - 07 Jun 2012. 8 pp .
Zerr, Sergej, Siersdorfer, Stefan, Hare, Jonathon and Demidova, Elena (2012) I know what you did last summer! - privacy-aware image classification and search. SIGIR '12, Portland, United States. 11 - 15 Aug 2012. 10 pp .
Hare, Jonathon S., Samangooei, Sina and Lewis, Paul H. (2012) Practical scalable image analysis and indexing using Hadoop. Multimedia Tools and Applications, 1-34. (doi:10.1007/s11042-012-1256-0).
Zerr, Sergej, Siersdorfer, Stefan and Hare, Jonathon (2012) PicAlert!: a system for privacy-aware image classification and retrieval. 21st ACM Conference on Information and Knowledge Management (CIKM 2012), Maui, Hawaii, United States. 29 Oct - 02 Nov 2012.
Packer, Heather S., Hare, Jonathon S., Samangooei, Sina and Lewis, Paul (2012) Semantically Tagging Images of Landmarks. Knowledge extraction and consolidation from social media (KECSM) 2012 Workshop, Boston, MA, United States.
Packer, Heather S., Samangooei, Sina, Hare, Jonathon S., Gibbins, Nicholas and Lewis, Paul (2012) Event Detection using Twitter and Structured Semantic Query Expansion. CrowdSens 2012 Workshop, Maui, HI, United States.
Hall, Wendy, Tiropanis, Thanassis, Tinati, Ramine, Booth, Paul, Gaskell, Paul, Hare, Jonathon and Carr, Les (2013) The Southampton University Web Observatory. 1st International workshop on Building Web Observatories, ACM Web Science 2013, 1-3 May 2013.
Hare, Jonathon, Samangooei, Sina, Dupplaw, David and Lewis, Paul H. (2013) Twitter's visual pulse. the 3rd ACM conference on International conference on multimedia retrieval, Dallas, United States. pp. 297-298 . (doi:10.1145/2461466.2461514).
Hare, Jonathon and Lewis, Paul H. (2013) Explicit diversification of image search. the 3rd ACM conference on International conference on multimedia retrieval, Dallas, United States. pp. 295-296 . (doi:10.1145/2461466.2461513).
Hare, Jonathon, Dupplaw, David, Hall, Wendy, Lewis, Paul H. and Martinez, Kirk (2013) Building a Multimedia Web Observatory Platform. Building Web Observatories, Paris, France.
Hare, Jonathon, Samangooei, Sina and Dupplaw, David (2013) OpenIMAJ – Intelligent Multimedia Analysis in Java. ACM SIGMM Records. (In Press)
Hare, Jonathon, Acosta, Maribel, Weston, Anna, Simperl, E., Samangooei, Sina, Dupplaw, David and Lewis, Paul H. (2013) An investigation of techniques that aim to improve the quality of labels provided by the crowd. MediaEval 2013 / Crowdsourcing for Social Multimedia, Barcelona, Spain. (In Press)
Jain, Neha, Hare, Jonathon, Samangooei, Sina, Preston, John, Davies, Jamie, Dupplaw, David and Lewis, Paul H. (2013) Experiments in Diversifying Flickr Result Sets. MediaEval 2013 / Retrieving Diverse Social Images, Barcelona, Spain.
Davies, Jamie, Hare, Jonathon, Samangooei, Sina, Preston, John, Jain, Neha, Dupplaw, David and Lewis, Paul H. (2013) Identifying the Geographic Location of an Image with a Multimodal Probability Density Function. MediaEval 2013 / Placing: Geo-coordinate Prediction for Social Multimedia, Barcelona, Spain. (In Press)
Samangooei, Sina, Hare, Jonathon, Dupplaw, David, Niranjan, Mahesan, Gibbins, Nicholas, Lewis, Paul H., Davies, Jamie, Jain, Neha and Preston, John (2013) Social Event Detection via sparse multi-modal feature selection and incremental density based clustering. MediaEval 2013 / Social Event Detection for Social Multimedia, Barcelona, Spain. (In Press)
Preston, John, Hare, Jonathon, Samangooei, Sina, Davies, Jamie, Jain, Neha, Dupplaw, David and Lewis, Paul H. (2013) A Unified, Modular and Multimodal Approach to Search and Hyperlinking Video. MediaEval 2013 / Search and Hyperlinking of Television Content, Barcelona, Spain. (In Press)
Hare, Jonathon S., Dupplaw, David, Hall, Wendy, Lewis, Paul and Martinez, Kirk (2013) The role of multimedia in archiving community memories. 1st International Workshop on Archiving Community Memories, Lisbon, Portugal. (In Press)
Maynard, Diana, Dupplaw, David and Hare, Jonathon (2013) Multimodal Sentiment Analysis of Social Media. BCS SGAI Workshop on Social Media Analysis.
Dupplaw, David, Matthews, Michael, Johansson, Richard, Boato, Giulia, Costanzo, Andrea, Fontani, Marco, Minack, Enrico, Demidova, Elena, Blanco, Roi, Griffiths, Thomas, Lewis, Paul H., Hare, Jonathon and Moschitti, Alessandro (2014) Information extraction from multimedia web documents: an open-source platform and testbed. International Journal of Multimedia Information Retrieval, 3 (2), 97-111. (doi:10.1007/s13735-014-0051-2).
Hare, Jonathon, Davies, Jamie, Samangooei, Sina and Lewis, Paul H. (2014) Placing Photos with a Multimodal Probability Density Function. International Conference on Multimedia Retrieval (ICMR'14), Glasgow, United Kingdom. (doi:10.1145/2578726.2578768).
Hare, Jonathon, Dupplaw, David, Lewis, Paul H., Hall, Wendy and Martinez, Kirk (2014) Exploiting multimedia in creating and analysing multimedia Web archives. [in special issue: Archiving Community Memories] Future Internet, 6 (2), 242-260. (doi:10.3390/fi6020242).
Maynard, Diana, Dietze, Stefan, Peters, Wim and Hare, Jonathon (2012) Proceedings of the 1st International Workshop on Knowledge Extraction & Consolidation from Social Media (KECSM-2012), Boston, USA, November 12, 2012 (CEUR Workshop Proceedings, 895), Aachen, DE. CEUR-WS, 96pp.
Siersdorfer, Stefan, Zerr, Sergej, San Pedro, Jose and Hare, Jonathon (2014) NicePic! A system for extracting attractive photos from Flickr streams. 37th Annual International ACM SIGIR Conference ACM (SIGIR 2014), Broadbeach, Australia. 05 - 10 Jul 2014. (doi:10.1145/2600428.2611183).
Hare, Jonathon, Newman, David, Peters, Wim, Greenwood, Mark and Eggink, Jana (2014) SemanticNews: Enriching publishing of news stories University of Southampton
Loni, Babak, Hare, Jonathon, Georgescu, Mihai, Riegler, Michael, Morchid, Mohamed, Dufour, Richard and Larson, Martha (2014) Getting by with a little help from the crowd: optimal human computation approaches to social image labeling. CrowdMM 2014, Orlando, United States. 03 - 07 Nov 2014. 6 pp . (doi:10.1145/2660114.2660123).
Maynard, Diana and Hare, Jonathon (2015) Entity-based Opinion Mining from Text and Multimedia. In, Advances in Social Media Analysis. (Studies in Computational Intelligence, 602) Springer, pp. 65-86. (In Press) (doi:10.1007/978-3-319-18458-6).
Hare, Jonathon, Samangooei, Sina, Niranjan, Mahesan and Gibbins, Nicholas (2015) Detection of Social Events in Streams of Social Multimedia. International Journal of Multimedia Information Retrieval, 4 (4), 289-302. (doi:10.1007/s13735-015-0085-0).
Almudhahka, Nawaf, Nixon, Mark and Hare, Jonathon (2016) Human face identification via comparative soft biometrics. IEEE International Conference on Identity, Security and Behavior Analysis 2016 (ISBA 2016), Sendai, Japan. 29 Feb - 02 Mar 2016. 6 pp . (In Press)
Basford, Philip, Bragg, Graeme, Hare, Jonathon, Jewell, Mike, Martinez, Kirk, Newman, David, Pau, Reena, Smith, Ash and Ward, Tyler (2016) Erica the Rhino: a case study in using Raspberry Pi Single Board Computers for interactive art. [in special issue: Raspberry Pi Technology] ELECTRONICS,, 5 (3), 1-18. (doi:10.3390/electronics5030035).
Almudhahka, Nawaf Y., Nixon, Mark S. and Hare, Jonathon S. (2016) Unconstrained human identification using comparative facial soft biometrics. BTAS 2016: IEEE 8th International Conference on Biometrics Theory, Applications and Systems, Niagara Falls, United States. 05 - 08 Sep 2016. 6 pp .
Mrabet, Yassine, Vougiouklis, Pavlos, Kilicoglu, Halil, Gardent, Claire, Demner-Fushman, Dina, Hare, Jonathon and Simperl, Elena (2016) Aligning texts and knowledge bases with semantic sentence simplification. 2nd International Workshop on Natural Language Generation and the Semantic Web (WebNLG 2016), Edinburgh, United Kingdom. 04 - 07 Sep 2016. pp. 29-36 .
Vougiouklis, Pavlos, Hare, Jonathon and Simperl, Elena (2016) A neural network approach for knowledge-driven response generation. 26th International Conference on Computational Linguistics (COLING 2016), Osaka, Japan. 11 - 16 Dec 2016. 11 pp .
Sun, Yan, Hare, Jonathon and Nixon, Mark (2016) Detecting acceleration for gait and crime scene analysis. In 7th International Conference on Imaging for Crime Detection and Prevention (ICDP 2016) : Madrid, Spain 23 – 25 November 2016. Institution of Engineering and Technology. pp. 13-18 .
Almudhahka, Nawaf, Yousef, Nixon, Mark and Hare, Jonathon (2017) Automatic semantic face recognition. The 12th IEEE International Conference on Automatic Face and Gesture Recognition, , Washington, United States. 30 May - 03 Jun 2017. (doi:10.1109/FG.2017.31).
Piscopo, Alessandro, Vougiouklis, Pavlos, Kaffee, Lucie-Aimee, Frimelle, Phethean, Christopher, Hare, Jonathon and Simperl, Elena (2017) What do Wikidata and Wikipedia have in common? An analysis of their use of external references. In OpenSym '17: Proceedings of the 13th International Symposium on Open Collaboration. ACM Press. 10 pp . (In Press) (doi:10.1145/3125433.3125445).
Zhang, Ce, Pan, Xin, Li, Huapeng, Gardiner, Andy, Sargent, Isabel, Hare, Jonathon and Atkinson, Peter M. (2018) A hybrid MLP-CNN classifier for very fine resolution remotely sensed image classification. ISPRS Journal of Photogrammetry and Remote Sensing, 140, 133-144. (doi:10.1016/j.isprsjprs.2017.07.014).
Sargent, Isabel, Hare, Jonathon, Young, David, Wilson, Olivia, Doidge, Charis, Holland, David and Atkinson, Peter M. (2017) Inference and discovery in remote sensing data with features extracted using deep networks. Bramer, Max and Petridis, Miltos (eds.) In Artificial Intelligence XXXIV: SGAI 2017. vol. 10630, Springer. pp. 131-136 . (doi:10.1007/978-3-319-71078-5_10).
Almudhahka, Nawaf, Yousef, Nixon, Mark and Hare, Jonathon (2018) Semantic face signatures: recognizing and retrieving faces by verbal descriptions. IEEE Transactions on Information Forensics and Security, 13 (3), 706-716. (doi:10.1109/TIFS.2017.2765519).
Sun, Yan, Hare, Jonathon and Nixon, Mark (2017) Analysing acceleration for motion analysis. In The 13th International Conference on Signal Image Technology & Internet Based Systems: Signal Image Technology & Internet Based Systems. pp. 289-295 .
Kramer, Iris, Caroline, Hare, Jonathon, Prugel-Bennett, Adam and Sargent, Isabel (2017) Automated detection of archaeology in the New Forest using deep learning with remote sensor data. New Forest Knowledge Conference 2017: New Forest Historical Research and Archaeology: Who’s doing it?, Lyndhurst Community Centre, Lyndhurst, United Kingdom. 27 - 28 Oct 2017.
Kramer, Iris, Caroline, Hare, Jonathon and Prugel-Bennett, Adam (2017) Automation on steroids: an exploration of why deep learning is dominating automation. Aerial Archaeology Research Group 2017 Annual Meeting, , Pula, Croatia. 13 - 15 Sep 2017.
Kramer, Iris, Caroline, Hare, Jonathon and Prugel-Bennett, Adam (2017) Tackling the small data problem in deep learning with multi-sensor approaches. 46th Computer Applications and Quantitative Methods in Archaeology: Human History and Digital Future, , Tübingen, Germany. 19 - 23 Mar 2018. (In Press)
Kramer, Iris, Caroline, Hare, Jonathon and Prugel-Bennett, Adam (2017) A future perspective for automated detection of archaeology using deep learning with remote sensor data. ACM WomENcourage : Celebration of Women in Computing, Universitat Politecnica de Catalunya, Barcelona, Spain. 06 - 08 Sep 2017.
Elsahar, Hady, Vougiouklis, Pavlos, Remaci, Arslen, Gravier, Christophe, Hare, Jonathon, Simperl, Elena and Laforest, Frederique (2019) T-REx: A large scale alignment of natural language with knowledge base triples. In LREC 2018 - 11th International Conference on Language Resources and Evaluation. pp. 3448-3452 .
Marquez, Enrique, Salvador, Hare, Jonathon and Niranjan, Mahesan (2018) Deep cascade learning. IEEE Transactions on Neural Networks and Learning Systems, 29 (11), 5475-5485, [8307262]. (doi:10.1109/TNNLS.2018.2805098).
Zhang, Yan, Hare, Jonathon and Prügel-Bennett, Adam (2018) Learning to count objects in natural images for visual question answering. International Conference on Learning Representations, Vancouver Convention Center, Vancouver, Canada. 30 Apr - 03 May 2018. pp. 1-17 .
Sun, Yan, Hare, Jonathon and Nixon, Mark (2018) Detecting heel strikes for gait analysis through acceleration flow. IET Computer Vision, 12 (5), 686-692. (doi:10.1049/iet-cvi.2017.0429).
Zhang, Ce, Sargent, Isabel, Pan, Xin, Gardiner, Andy, Hare, Jonathon and Atkinson, Peter M. (2018) VPRS-based regional decision fusion of CNN and MRF classifications for very fine resolution remotely sensed images. IEEE Transactions on Geoscience and Remote Sensing, 56 (8), 1-15. (doi:10.1109/TGRS.2018.2822783).
Kaffee, Lucie-Aimée, Elsahar, Hady, Vougiouklis, Pavlos, Gravier, Christophe, Laforest, Frederique, Hare, Jonathon and Simperl, Elena (2018) Mind the (Language) Gap: Generation of Multilingual Wikipedia Summaries from Wikidata for ArticlePlaceholders. In The Semantic Web. vol. 10843, Springer. pp. 319-334 . (doi:10.1007/978-3-319-93417-4_21).
Kaffee, Lucie-Aimée, Elsahar, Hady, Vougiouklis, Pavlos, Gravier, Christophe, Laforest, Frederique, Hare, Jonathon and Simperl, Elena (2018) Learning to generate Wikipedia summaries for underserved languages from Wikidata. 16th Annual Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, , New Orleans, United States. 01 - 06 Jun 2018. 6 pp . (In Press)
Zhang, Ce, Sargent, Isabel, Pan, Xin, Li, Huapeng, Gardiner, A., Hare, Jonathon and Atkinson, Peter M. (2018) An object-based convolutional neural network (OCNN) for urban land use classification. Remote Sensing of Environment, 216, 57-70. (doi:10.1016/j.rse.2018.06.034).
Vougiouklis, Pavlos, Elsahar, Hady, Kaffee, Lucie-Aimée, Gravier, Christophe, Laforest, Frederique, Hare, Jonathon and Simperl, Elena (2018) Neural Wikipedian: generating textual summaries from knowledge base triples. Journal of Web Semantics, 52-53, 1-15. (doi:10.1016/j.websem.2018.07.002).
Vougiouklis, Pavlos, Maddalena, Eddy, Hare, Jonathon and Simperl, Elena (2018) How biased is your NLG evaluation? In Proceedings of the 1st CrowdBias Workshop. pp. 1-3 .
Nixon, Mark, Almudhahka, Nawaf and Hare, Jonathon (2018) Comparative face soft biometrics for human identification. In, Karampelas, P. and Bourlai, T. (eds.) Surveillance in Action: Advanced Sciences and Technologies for Security Applications. Springer. (doi:10.1007/978-3-319-68533-5_2).
Dahl, Jacob, Hare, Jonathon, Kelley, Kate, Martinez, Kirk and Young, David (2018) A structured light approach to imaging ancient Near Eastern cylinder seals: how efficient 3D imaging may facilitate corpuswide research. In, Kelley, Kaye and Wood, Rachel (eds.) Digital Imaging of Artefacts: Developments in Methods and Aims. (HASH(0xd5ee350)) Archaeopress / British Archaeological Reports, pp. 49-74.
Kaffee, Lucie-Aimée, Elsahar, Hady and Vougiouklis, Pavlos (2018) Wikidata2Wikipedia: Learning to Generate Wikipedia Summaries for Underserved Languages from Wikidata. University of Southampton [Dataset]
Mrabet, Yassine and Vougiouklis, Pavlos (2016) Aligning Texts and Knowledge Bases with Semantic Sentence Simplification. University of Southampton [Dataset]
Vougiouklis, Pavlos (2017) Neural Wikipedian: Generating Textual Summaries from Knowledge Base Triples. University of Southampton [Dataset]
Zhang, Yan, Hare, Jonathon and Prugel-Bennett, Adam (2019) Learning representations of sets through optimized permutations. International Conference on Learning Representations, Ernest N. Morial Convention Center, New Orleans, United States. 06 - 09 May 2019. 26 pp .
Zhang, Ce, Sargent, Isabel, Pan, Xin, Li, Huapeng, Gardiner, Andy, Hare, Jonathon and Atkinson, Peter M. (2019) Joint deep learning for land cover and land use classification. Remote Sensing of Environment, 221, 173-187. (doi:10.1016/j.rse.2018.11.014).
Zhang, Yan, Hare, Jonathon and Prugel-Bennett, Adam (2019) Deep set prediction networks. Sets & Partitions: NeurIPS 2019 Workshop, Vancouver Convention Centre, West Level 2, #215-216, Vancouver, Canada. 14 Dec 2019.
Zhang, Yan, Hare, Jonathon and Prugel-Bennett, Adam (2019) FSPool: Learning set representations with featurewise sort pooling. Sets & Partitions: NeurIPS 2019 Workshop, Vancouver Convention Centre, West Level 2, #215-216, Vancouver, Canada. 14 Dec 2019.
Zhang, Yan, Hare, Jonathon and Prugel-Bennett, Adam (2019) Deep set prediction networks. 2019 Conference on Neural Information Processing Systems, Vancouver Convention Center, Vancouver, Canada. 08 - 14 May 2019. pp. 1-11 .
Zhang, Yan, Hare, Jonathon and Prugel-Bennett, Adam (2020) FSPool: Learning set representations with featurewise sort pooling. International Conference on Learning Representations, Millennium Hall, Addis Ababa, Ethiopia. 26 - 30 Apr 2020.
Murray, Jon, Sargent, Isabel, Holland, David, Gardiner, A., Dionysopoulou, Kyriaki, Coupland, S., Hare, Jonathon and Atkinson, P (2019) Opportunities for machine learning and artificial intelligence in a national mapping agency: a perspective on enhancing ordnance survey workflow. In XXIV ISPRS Congress. vol. XXIV, International Society for Photogrammetry and Remote Sensing. 4 pp . (In Press)
Harris, Ethan William Albert, Niranjan, Mahesan and Hare, Jonathon (2019) Foveated convolutions: improving spatial transformer networks by modelling the retina. In Shared Visual Representations in Human and Machine Intelligence: 2019 NeurIPS Workshop. 8 pp .
Harris, Ethan William Albert, Mihai, Andreea Daniela and Hare, Jonathon (2019) Spatial and colour opponency in anatomically constrained deep networks. In Shared Visual Representations in Human and Machine Intelligence: 2019 NeurIPS Workshop. pp. 1-10 .
Vougiouklis, Pavlos, Maddalena, Eddy, Hare, Jonathon and Simperl, Elena (2020) Point at the triple: Generation of text summaries from knowledge base triples (Extended Abstract). In Proceedings of IJCAI-PRICAI 2020 Journal Track. International Joint Conferences on Artificial Intelligence.. (In Press)
Vougiouklis, Pavlos, Maddalena, Eddy, Hare, Jonathon and Simperl, Elena (2020) Point at the triple: generation of text summaries from knowledge base triples. Journal of Artificial Intelligence Research, 69, 1-31. (doi:10.1613/jair.1.11694).
Harris, Ethan William Albert, Mihai, Andreea Daniela and Hare, Jonathon (2020) How convolutional neural network architecture biases learned opponency and colour tuning. Neural Computation. (In Press)
Painter, Matthew, Hare, Jonathon and Prugel-Bennett, Adam (2020) Linear disentangled representations and unsupervised action estimation. Thirty-fourth Conference on Neural Information Processing Systems. 06 - 12 Dec 2020. (In Press)
Harris, Ethan William Albert, Mihai, Andreea Daniela and Hare, Jonathon (2020) Anatomically constrained ResNets exhibit opponent receptive fields; so what? In Shared Visual Representations in Human and Machine Intelligence: 2020 NeurIPS Workshop. 10 pp .
Sadiq, Sulaiman, Maji, Partha, Hare, Jonathon and Merrett, Geoff (2020) DEff-ARTS: differentiable efficient ARchiTecture search. NeurIPS 2020 Workshop on ML for Systems, , Vancouver, Canada.
Sun, Yan, Hare, Jonathon and Nixon, Mark (2020) On parameterizing higher-order motion for behaviour recognition. Pattern Recognition, 112, 1-9, [107710]. (doi:10.1016/j.patcog.2020.107710).
Tuddenham, Mark, Prugel-Bennett, Adam and Hare, Jonathon (2020) Quasi-Newton's method in the class gradient defined high-curvature subspace. 12th Annual Workshop on Optimization for Machine Learning, Virtual. 11 Dec 2020.
Xun, Lei (2021) Dataset for "Dynamic-OFA: Runtime DNN Architecture Switching for Performance Scaling on Heterogeneous Embedded Platforms". University of Southampton doi:10.5258/SOTON/D1804 [Dataset]
Lou, Wei, Xun, Lei, Sabetsarvestani, Mohammadamin, Bi, Jia, Hare, Jonathon and Merrett, Geoff (2021) Dynamic-OFA: Runtime DNN architecture switching for performance scaling on heterogeneous embedded platforms. In IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops 2021. pp. 3104-3112 .
Xun, Lei, Al-Hashimi, Bashir, Hare, Jonathon and Merrett, Geoff (2021) Runtime DNN performance scaling through resource management on heterogeneous embedded platforms. tinyML EMEA Technical Forum 2021. 07 - 10 Jun 2021.
Parry, Hishan (2021) Dataset for "Dynamic Transformer for Efficient Machine Translation on Embedded Devices". University of Southampton doi:10.5258/SOTON/D1908 [Dataset]
Parry, Hishan, Xun, Lei, Sabetsarvestani, Mohammadamin, Bi, Jia, Hare, Jonathon and Merrett, Geoff (2021) Dynamic transformer for efficient machine translation on embedded devices. In 3rd ACM/IEEE Workshop on Machine Learning for CAD (MLCAD 2021). 6 pp .
Guthrie, Benjamin, Felix, Kim, Minkwan, Urrutxua, Hodei and Hare, Jonathon (2021) Image-based attitude determination of co-orbiting satellites enhanced with deep learning technologies. In Advances in the Astronautical Sciences. vol. 175, American Astronautical Society. pp. 3164-3182 . (In Press)
Guthrie, Benjamin, Felix, Kim, Minkwan, Urrutxua, Hodei and Hare, Jonathon (2021) Attitude reconstruction of an unknown co-orbiting satellite target using machine learning technologies. In Advances in the Astronautical Sciences. 18 pp . (Submitted)
Guthrie, Benjamin, Felix, Kim, Minkwan, Urrutxua, Hodei and Hare, Jonathon (2021) Image-based attitude determination of co-orbiting satellites using deep learning technologies. Aerospace Science and Technology, 120, [AESCTE_107232]. (doi:10.1016/j.ast.2021.107232).
Bi, Jia (2021) Dataset for "GhostShiftAddNet: More Features from Energy-Efficient Operations". University of Southampton doi:10.5258/SOTON/D2007 [Dataset]
Painter, Matthew, Prugel-Bennett, Adam and Hare, Jonathon (2020) On the structure of cyclic linear disentangled representations. NeurIPS2020 workshop on Interpretable Inductive Biases and Physically Structured Learning, Virtual, Vancouver, Canada. 12 Dec 2020. 4 pp .
Sabetsarvestani, Mohammadamin, Hare, Jonathon and Merrett, Geoffrey (2021) Data for Similarity-aware CNN for Efficient Video Recognition at the Edge. University of Southampton doi:10.5258/SOTON/D2067 [Dataset]
Mihai, Daniela and Hare, Jonathon (2021) Learning to Draw: Emergent Communication through Sketching. In Advances in Neural Information Processing Systems 34. vol. 34, Neural Information Processing Systems. 29 pp .
Mihai, Daniela and Hare, Jonathon (2021) Perceptions. The AI Art Gallery: NeurIPS Workshop on Machine Learning for Creativity and Design 2021.
Sabetsarvestani, Mohammadamin, Hare, Jonathon, Al-Hashimi, Bashir and Merrett, Geoff (2021) Similarity-aware CNN for efficient video recognition at the Edge. IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems. (doi:10.1109/TCAD.2021.3136815).
Mihai, Andreea, Daniela and Hare, Jonathon (2021) Shared visual representations of drawing for communication: how do different biases affect human interpretability and intent? In Shared Visual Representations in Human and Machine Intelligence: 2021 NeurIPS Workshop. 10 pp .
Mihai, Andreea, Daniela and Hare, Jonathon (2021) Physically Embodied Deep Image Optimisation. 5th Workshop on Machine Learning for Creativity and Design (ML4CD 2021) of the Neural Information<br/>Processing Systems (NeurIPS), Virtual. 4 pp .
Bi, Jia, Hare, Jonathon and Merrett, Geoff (2021) GhostShiftAddNet: More Features from Energy-Efficient Operations. In The 32nd British Machine Vision Conference 2021.
Sadiq, Sulaiman, Hare, Jonathon, Maji, Partha, Craske, Simon and Merrett, Geoff (2022) TinyOps: ImageNet Scale Deep Learning on Microcontrollers. IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW 2022). (In Press)
Xun, Lei, Al-Hashimi, Bashir, Hare, Jonathon and Merrett, Geoff (2022) Dynamic DNNs meet runtime resource management on mobile and embedded platforms. UK Mobile, Wearable and Ubiquitous Systems Research Symposium 2022, UCL, London, United Kingdom. 04 - 05 Jul 2022. (In Press)
Prugel-Bennett, Adam, Zeng, Zezhen and Hare, Jonathon (2022) Compositing foreground and background using variational autoencoders. El Yacoubi, Mounîm, Granger, Eric, Yuen, Pong Chi, Pal, Umapada and Vincent, Nicole (eds.) In Pattern Recognition and Artificial Intelligence : Third International Conference, ICPRAI 2022, Paris, France, June 1–3, 2022, Proceedings, Part I. vol. 13363, Springer-Verlag Lecture Notes in Computer Science. pp. 553-566 . (doi:10.1007/978-3-031-09037-0_45).
Zeng, Zezhen, Hare, Jonathon and Prugel-Bennett, Adam (2022) Unsupervised representation learning via information compression. El Yacoubi, Mounîm, Granger, Eric, Chi Yuen, Pong, Pal, Umapada and Vincent, Nicole (eds.) In Pattern Recognition and Artificial Intelligence : Third International Conference, ICPRAI 2022, Paris, France. vol. 13363, Springer. pp. 567-578 . (doi:10.1007/978-3-031-09037-0_46).
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Mistry, Bhumika, Farrahi, Katayoun and Hare, Jonathon (2022) A primer for neural arithmetic logic modules. Journal of Machine Learning Research, 23 (185), 1-58.
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