Publications
2010
Ricardo Lent, Omer H. Abdelrahman, Gökçe Görbil, Erol Gelenbe: Fast message dissemination for emergency communications. PerCom Workshops 2010: 370-375 |
Erol Gelenbe, Georgia Sakellari, Avgoustinos Filippoupolitis: 1st IEEE International workshop on Pervasive Networks for Emergency Management PerNEM 2010: Message from the workshop chairs. PerCom Workshops 2010 |
Kumaara Velan, Erol Gelenbe: Analysing Bidder Performance in Randomised and Fixed-Deadline Automated Auctions. KES-AMSTA (2) 2010: 42-51. |
G. Sakellari. The Cognitive Packet Network: A Survey. The Computer Journal: Special Issue on Random Neural Networks, June 2009, doi: 10.1093/comjnl/bxp053. |
G. Sakellari, A Decentralised, Measurement-based Admission Control Mechanism for Self-Aware Networks, Accepted for publication in the 25th International Symposium on Computer and Information Sciences (ISCIS 2010), 22-24 September 2010, London, UK. |
G. Sakellari, E. Gelenbe, Demonstrating Cognitive Packet Network Resilience to Worm Attacks, Accepted for publication in the demo session of the 17th ACM Conference on Computer and Communications Security (CCS 2010), 4-8 October, 2010, Chicago, IL, USA. |
G. Sakellari, E. Gelenbe, A Distributed Admission Control Mechanism for Multi-Criteria QoS, Accepted for publication in IEEE GLOBECOM 2010 Workshop on Advances in Communications and Networks, , 6-10 December 2010, Miami, Florida, USA. |
Steven Reece and Stephen Roberts, "The
Near Constant Acceleration Gaussian |
Steven Reece and Stephen Roberts,
"An Introduction to Gaussian
Processes for the |
Steven Reece, Richard Mann, Iead Rezek and Stephen Roberts, "Gaussian
Process |
M. Smyrnakis and D. S. Leslie (2009)
Sequentially Updated Probability Collectives. In |
M. Smyrnakis and D. S. Leslie (2010)
Dynamic
Opponent Modeling in Fictitious Play. |
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M. Smyrnakis and D.S. Leslie (2010)
Convergence of
Probability Collectives with |
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R. Garnett, M. A. Osborne, and S. Roberts. Bayesian optimization for sensor set selection. In International Conference on Information Processing in Sensor Networks (IPSN 2010), 2010. (To appear). |
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S. Reece and S. Roberts, Generalised Covariance Union: A Unified Approach to Multi-Hypothesis Merging in Tracking, IEEE Transactions on Aerospace and Electronic Systems, 46(1), pp. 207--221, January 2010. |
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Macarthur, K., Farinelli, A., Ramchurn, S. and Jennings, N. (2010) Efficient, Superstabilizing Decentralised Optimisation for Dynamic Task Allocation Environments. In: Third International Workshop on: Optimisation in Multi-Agent Systems (OptMas) at the Ninth Joint Conference on Autonomous and Multi-Agent Systems, 10 May 2010, Toronto, Canada. (In Press) |
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N. Dimakis, A. Filippoupolitis and E. Gelenbe (2010) Distributed building evacuation simulator for smart emergency management, The Computer Journal, accepted for publication. |
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E. Gelenbe, S. Timotheou and D. Nicholson (2010) Fast Distributed Near-optimum Assignment of Assets to Tasks, The Computer Journal, accepted for publication. |
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E. Gelenbe, S. Timotheou and D. Nicholson (2010) Random Neural Network for Emergency Management, accepted in Workshop on Grand Challenges in Modeling, Simulation and Analysis for Homeland Security (MSAHS'10), Washington, D.C., 17-18 March 2010. |
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E. Gelenbe, S. Timotheou and D. Nicholson (2010) A Random Neural Network Approach to an Assets to Tasks Assignment Problem, accepted in SPIE Conference on Defense, Security and Sensing, Orlando, Florida, 5-9 April 2010: SPIE. |
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S. M. Lee and S. Roberts (2010).“Sequential Dynamic Classification Using Latent Variable Models” The Computer Journal |
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M. A. Osborne, R. Garnett, and S. J. Roberts (2010) “Active data selection for sensor networks with faults and changepoints.” To appear in the IEEE 24th International Conference on Advanced Information Networking and Applications (AINA 2010), April 2010, Perth, Australia. |
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R. Garnett, M. A. Osborne, S. Reece, A. Rogers and S. J. Roberts (2010)“ Sequential Bayesian Prediction in the Presence of Changepoints and Faults” The Computer Journal. |
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A. C. Chapman, A. C. Rogers, D. S. Leslie and N. R. Jennings (2010) “A unifying framework for iterative approximate best response algorithms for distributed constraint optimisation problems” The Knowledge Engineering Review. |
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A. C. Chapman, R. A. Micillo, R. Kota and N. R. Jennings (2010) “Decentralised dynamic task allocation using overlapping potential games” The Computer Journal. |
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A. C. Chapman, A. Rogers and N. R. Jennings (2010) “Benchmarking hybrid algorithms for distributed constraint optimisation games” Journal of Autonomous Agents and Multi-Agent Systems. |
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E. Gerding, S. Stein, K. Larson, A. Rogers and N. R. Jennings (2010) “Scaleable mechanism design for the procurement of services with uncertain durations” Proc. 9th Int Conf. on Autonomous Agents and Multi-Agent Systems, Toronto, Canada. |
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T. Michalak, D. Marciniak, M. Szamotulski, T. Rahwan, M. Wooldridge, P. McBurney and N. R. Jennings (2010) “A logic-based representation for coalitional games with externalities” Proc. 9th Int Conf. on Autonomous Agents and Multi-Agent Systems, Toronto, Canada. |
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T. Michalak, J. Sroka, T. Rahwan, M. Wooldridge, P. McBurney and N. R. Jennings (2010) “A distributed algorithm for anytime coalition structure generation” Proc. 9th Int Conf. on Autonomous Agents and Multi-Agent Systems, Toronto, Canada. |
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E. Munoz de Cote and N. R. Jennings (2010) “Planning against fictious players in repeated normal form games” Proc. 9th Int Conf. on Autonomous Agents and Multi-Agent Systems, Toronto, Canada. |
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Padhy, P., Dash, R., Martinez, K. and Jennings, N. (2010) A utility-based adaptive sensing and multi-hop communication protocol for wireless sensor networks. ACM Trans on Sensor Networks, 6 (3). |
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S. D. Ramchurn, M. Polukarov, A. Farinelli, C Truong and N. R. Jennings (2010) “Coalition formation with spatial and temporal constraints” Proc. 9th Int Conf. on Autonomous Agents and Multi-Agent Systems, Toronto, Canada. |
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S. D. Ramchurn, A. Farinelli, K. S. Macarthur, M. Polukarov and N. R. Jennings (2010) “Decentralised coordination in RoboCup rescue” The Computer Journal. |
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S. Stein, T. R. Payne and N. R. Jennings (2010) “Robust execution of service workflows using redundancy and advance reservations” IEEE Trans on Services Computing. |
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R. Stranders, A. Rogers and N. R. Jennings (2010) “A decentralised coordination algorithm for maximising sensor coverage in large sensor networks” Proc. 9th Int Conf. on Autonomous Agents and Multi-Agent Systems, Toronto, Canada. |
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I. A. Vetsikas and N. R. Jennings (2010) “Bidding strategies for realistic multi-unit sealed bid auctions” Journal of Autonomous Agents and Multi-Agent Systems |
2009
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S. Timotheou and G. Loukas (2009) Autonomous networked robots for the establishment of wireless communication in uncertain emergency response scenarios. In Proceedings of the 24th ACM Symposium on Applied Computing, Track on Intelligent Robotic Systems, pages 1171–1175, Honolulu, Hawaii, March 2009. |
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E. Gelenbe and K. Velan (2009) An approximate model for bidders in sequential automated auctions. In Proceedings of the 3rd KES International Symposium on Agent and Multi-Agent Systems: Technologies and Applications (KES-AMSTA 2009), volume 5559 of Lecture Notes in Artificial Intelligence, pages 70–79. |
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A. Filippoupolitis, G. Loukas, S. Timotheou, N. Dimakis and E. Gelenbe (2009) Emergency response systems for disaster management in buildings. In Proceedings of the NATO Symposium on C3I for Crisis, Emergency and Consequence Management, Bucharest, Romania, May 2009. |
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A. Filippoupolitis and E. Gelenbe (2009) A decision support system for disaster management in buildings. In Summer Computer Simulation Conference (SCSC '09), pages 141–147, Istanbul, Turkey, 13-16 July 2009. |
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S. Reece, S. Roberts, C. Claxton and D. Nicholson, "Multi-Sensor Fault Recovery in the Presence of Known and Unknown Fault Types", 12th International Conference on Information Fusion, Seattle, USA, 2009. |
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D.K. Tasoulis, N.M. Adams, and D.J. Hand Selective Fusion of Out-of-Sequence Measurements, Information Fusion, in press, 2009. |
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Allen-Williams, M. (2009) Bayesian learning for multi-agent coordination. PhD thesis, University of Southampton. |
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G.J. Ross, D.K. Tasoulis, N.M. Adams and D.J. Hand (2009) Online annotation and prediction for regime swithing data streams. In Dongwan Shin (ed). Proceedings of the 24th Annual ACM Symposium on Applied Computing, Vol III, 1501-1505. |
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Garnett, R., Osborne, M. A. and Roberts, S. J. (2009) Sequential Bayesian prediction in the presence of changepoints To appear in: 26th International Conference on Machine Learning (ICML 2009), June 2009, Montreal, Canada. |
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Osborne, M. A., Garnett, R. and Roberts, S. J. (2009) Gaussian processes for Global Optimization In: 3rd International Conference on Learning and Intelligent Optimization (LION3), January 2009, Trento, Italy. |
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Chalkiadakis, G., Elkind, E., Polukarov, M. and Jennings, N. R. (2009) The Price of Democracy in Coalition Formation. In: The 8th Int. Conf. on Autonomous Agents and Multiagent Systems (AAMAS-2009), Budapest, Hungary, May 2009. |
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Chapman, A., Micillo, R. A., Kota, R. and Jennings, N. (2009) Decentralised Dynamic Task Allocation: A Practical Game–Theoretic Approach. In: The Eighth International Conference on Autonomous Agents and Multiagent Systems (AAMAS '09), 10-15 May, 2009, Budapest, Hungary. (In Press) |
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Ramchurn, S. D., Mezzetti, C., Giovannucci, A., Rodriguez, J. A., Dash, R. K. and Jennings, N. R. (2009) Trust-Based Mechanisms for Robust and Efficient Task Allocation in the Presence of Execution Uncertainty. Journal of Artificial Intelligence Research, 34 . (In Press) |
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Rogers, A., Corkill, D. D. and Jennings, N. R. (2009) Agent Technologies for Sensor Networks. IEEE Intelligent Systems, 24 (2). pp. 13-17. |
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Stein, S., Gerding, E., Rogers, A., Larson, K. and Jennings, N. R. (2009) Flexible Procurement of Services with Uncertain Durations using Redundancy. In: Twenty-First International Joint Conference on Artificial Intelligence (IJCAI-09), July 11th-17th, 2009, Pasadena, California, USA. (In Press) |
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Stein, S., Gerding, E., Rogers, A. C., Larson, K. and Jennings, N. R. (2009) Flexible Procurement of Services with Uncertain Durations. In: Second International Workshop on Optimisation in Multi-Agent Systems (OptMas), 11 May 2009, Budapest, Hungary. (In Press) |
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Stranders, R., Farinelli, A., Rogers, A. and Jennings, N. (2009) Decentralised Control of Continuously Valued Control Parameters using the Max-Sum Algorithm. In: 8th International Conference on Autonomous Agents and Multiagent Systems, 10-15 May, Budapest. (In Press) |
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Stranders, R., Farinelli, A., Rogers, A. and Jennings, N. (2009) Decentralised Coordination of Mobile Sensors Using the Max-Sum Algorithm. In: Proc 21st Int. Joint Conf on AI (IJCAI), Pasadena, USA. (In Press) |
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E. Gelenbe. Analysis of single and networked auctions. ACM Transactions on Internet Technology, May 2009. |
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S. Timotheou. The random neural network: A survey. To appear in The Computer Journal, 2009 |
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A. Filippoupolitis and E. Gelenbe. A distributed decision support system for building evacuation. May 2009. Accepted for publication in 2nd IEEE International Conference on Human System Interaction, Catania, Italy. |
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K. Velan. Modelling bidders in sequential automated auctions. Accepted for publication, Computer Journal. 2009. |
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E. Gelenbe and K. Velan. An approximate model for bidders in sequential automated auctions. Accepted for publication, 2009. |
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K. Velan Modelling bidders in sequential automated auctions. In KES AMSTA 2009, to be included in LNAI 5559, Uppsala, Sweden, June 2009. |
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S. Timotheou and G. Loukas. Autonomous networked robots for the establishment of wireless communication in uncertain emergency response scenarios. In 24th ACM Symposium on Applied Computing, Track on Intelligent Robotic Systems, Honolulu, Hawaii, March 2009. |
2008
D.K. Tasoulis, N.M. Adams and D.J. Hand (2008) Simulation and Analysis of Delay Handling Mechanisms in Sensor Networks, 10th International Conference on Computer Modelling & Simulation, Cambridge, England, pages 661--666. |
S.K. Tasoulis and D.K. Tasoulis (2008) Improving Principal Direction Divisive Clustering, in The 14th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD 2008), Las Vegas, USA. |
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D.K. Tasoulis, N.M. Adams and D.J. Hand. (2008) Exploiting and Handling Delayed Measurements in Sensor Systems Second International Conference on Sensor Technologies and Applications, pages 166-171 -Cap Esterel, France. |
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S. Timotheou. A novel weight initialization method for the random neural network. 5th International Symposium on Neural Networks (ISNN), Beijing, China, 24-28 September, 2008. |
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E. Gelenbe and S. Timotheou. Random neural networks with synchronized interactions. Neural Computation, 20(9):2308 – 2324, 2008. |
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E. Gelenbe and S. Timotheou. Synchronized interactions in spiked neuronal networks. The Computer Journal, 51(6):723 – 730, 2008. |
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G.Loukas, S. Timotheou, and E. Gelenbe. Robotic wireless network connection of civilians for emergency response operations. Proceedings of the 23rd International Symposium on Computer and Information Sciences (ISCIS’08), Istanbul, Turkey, 27-29 October 2008. |
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G.Loukas and S. Timotheou. Connecting trapped civilians to an ad hoc network of emergency response robots. Proceedings of the 11th IEEE International Conference on Communications Systems (ICCS 2008), Guangzhou, China, 19-21 November, 2008. |
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S. Timotheou. Nonnegative least squares learning for the random neural network. Artificial Neural Networks – Proceedings of the 18th International Conference on Artificial Neural Networks (ICANN’08), Prague, Czech Republic, 3-6 September 2008, LNCS, Part I, 5163, pp. 195-204. |
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E. Gelenbe. Network of interacting synthetic molecules in steady state. Proceedings of the Royal Society A, 464(2096):2219 – 2228, 2008. |
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D. Gianni, G. Loukas, and E. Gelenbe. A simulation framework for the investigation of adaptive behaviours in largely populated building evacuation scenarios. Proc. AAMAS Workshop on Organised Adaptation in Multi-Agent Systems, Estoril, Portugal, LNAI, Vol. 5368. 2008. |
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A. Filippoupolitis, E. Gelenbe, D. Gianni, L. Hey, G. Loukas, and S. Timotheou. Distributed agent-based building evacuation simulator. Summer Computer Simulation Conference(SCSC '08) , Edinburgh, UK, June 2008. |
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C. Anagnostopoulos, N. M. Adams and D. J. Hand (2008) Online optimization for variable selection in data streams ACM Symposium on Applied Computing18th European Conference on Artificial Intelligence, Patras, Greece. |
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N. Pavlidis, D. Tasoulis, N. M. Adams and D. J. Hand (2008) Dynamic Multi-Armed Bandit with Covariates 18th European Conference on Artificial Intelligence, Patras, Greece. |
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C. Anagnostopoulos, N. M. Adams and D. J. Hand (2008) Deciding what to observe next: adaptive variable selection for regression in multivariate data streamsACM Symposium on Applied Computing, Ceara, Brazil. |
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M. Smyrnakis and D. Leslie (2008) Stochastic Fictitious Play using particle filters to update the beliefs of opponents’ strategies in Multi-Agent Systems workshop OptMas, 17th international conference on Autonomous Agents and Multiagent Systems AAMAS, Estoril, Portugal. |
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I. Rezek, D. Leslie, S. Reece, S. J. Roberts, A. Rogers, R. K. Dash, N. R. Jennings (2008) On Similarities between Inference in Game Theory and Machine Learning Journal of AI Research (JAIR). |
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S. Timotheou (2008) A novel weight initialization method for the Random Neural Network Fifth International Symposium on Neural Networks (ISNN), Beijing, China 2008. |
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Ioannis A. Vetsikas, Nicholas R. Jennings (2008) Bidding strategies for Realistic Multi-Unit Sealed-Bid Auctions Proc 23rd Conference on AI (AAAI), Chicago, USA, 182-189. |
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Daniele Gianni, Georgios Loukas, and Erol Gelenbe (2008) A Simulation Framework for the Investigation of Adaptive Behaviours in Largely Populated Building Evacuation Scenarios” , The International Workshop on "Organised Adaptation in Multi-Agent Systems, at AAMAS 2008. |
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Niall M. Adams, Martin Field, Erol Gelenbe, David J. Hand, Nicholas R. Jennings, David S. Leslie, David Nicholson, Sarvapali D. Ramchurn, and Alex Rogers (2008) Intelligent Agents for Disaster Management IARP/EURON Workshop on Robotics for Risky Interventions and Environmental Surveillance (RISE). |
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W. T. L. Teacy, G. Chalkiadakis, A. Rogers and N. R. Jennings (2008) “Sequential decision making with untrustworthy service providers” Proc 7th Int Conf on Autonomous Agents and Multi-Agent Systems, Estoril, Portugal. |
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Nicos G. Pavlidis, Dimitris K. Tasoulis, and David J. Hand (2008) "Simulation studies of Multi-Armed Bandits with Covariates" (invited) Proceedings of the 10th International Conference on Computer Modelling and Simulation. |
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Christoforos Anagnostopoulos and Niall M. Adams (2008) "Simulating dynamic covariance structures for testing the adaptive behavior of variable selection algorithms", invited Proceedings of 10th International Conference on Computer Modelling and Simulation. |
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Erol Gelenbe and Stelios Timotheou (2008) "Random Neural Networks with Synchronised Interactions" Neural Computation. |
Avgoustinos Filippoupolitis, Laurence Hey, Georgios Loukas, Erol Gelenbe, Stelios Timotheou (2008) Emergency Response Simulation Using Wireless Sensor Networks The First International Conference on Ambient Media and Systems (Ambi-sys 2008), Quebec City, Canada. |
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Christoforos Anagnostopoulos, Niall M. Adams and David J. Hand (2008) Deciding what to observe next: adaptive variable selection for regression in multivariate data streams ACM Symposium on Applied Computing, Ceará, Brazil. |
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A. C. Chapman, A. C. Rogers and N. R. Jennings (2008) “Learn while you earn: Two approaches to learning auction parameters in take-it-or-leave-it auctions” Proc 7th Int Conf on Autonomous Agents and Multi-Agent Systems, Estoril, Portugal. |
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A. C . Chapman, A. Rogers, N. R. Jennings Benchmarking Hybrid Algorithms for Distributed Constraint Optimisation Games. In: First International Workshop on Optimisation in Multi-Agent Systems, 12 May 2008, Estoril, Portugal. |
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A. C . Chapman, A. Rogers, and N. R. Jennings (2008) A Parameterisation of Algorithms for Distributed Constraint Optimisation via Potential Games. In: Tenth International Workshop on Distributed Constraint Reasoning (DCR '08), Estoril, Portugal. |
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Ioannis A. Vetsikas, Nicholas R. Jennings (2008) Towards Agents Participating in Realistic Multi-Unit Sealed-Bid Auctions Proc 7th Int Conf on Autonomous Agents and Multi-Agent Systems, Estoril, Portugal. |
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M. A. Osborne, S. J. Roberts, A. Rogers, S. D. Ramchurn and N. R. Jennings (2008) “Towards real-time information processing of sensor network data using computationally efficient multi-output Gaussian Processes” Proc. Int. Conf. on Information Processing in Sensor Networks (IPSN), St. Louis, USA. |
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A. Rogers, S. D. Ramchurn, N. R. Jennings, M. A. Osborne, and S. J. Roberts (2008) "Information agents for pervasive sensor networks" Proc. 4th IEEE Int. Workshop on Sensor Networks and Systems for Pervasive Computing, Hong Kong, China. |
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Farinelli, A., Rogers, A., Petcu, A. and Jennings, N. R. (2008) Decentralised Coordination of Low-Power Embedded Devices Using the Max-Sum Algorithm. In: Seventh International Conference on Autonomous Agents and Multi-Agent Systems (AAMAS-08), 12-16 May 2008, Estoril, Portugal. |
2007
Dimitris K. Tasoulis, Niall M. Adams, and David. J. Hand (2007) "Selective fusion of delayed measurements in filtering" "Proceedings of the 2007 International Workshop on Machine Learning for Signal Processing. |
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Dimitris K. Tasoulis, Gordon Ross, and Niall M. Adams (2007) "Visualising the Cluster Structure of Data Streams" Advances in Intelligent Data Analysis VII, LNCS 4273 |
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Dimitris K. Tasoulis, Niall M. Adams, and David J. Hand (2007) "Should Delayed Measurements Always Be Incorporated In Filtering?" 15th IEEE Conference on Digital Signal Processing. |
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S. Reece, A. Rogers, S. Roberts and N. R. Jennings (2007) "A multi-dimensional trust model for heterogeneous contract observations" Proc 22nd Conference on Artificial Intelligence (AAAI), Vancouver, Canada, 128-135. |
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T. Rahwan, S. D. Ramchurn, V. D. Dang, A. Giovannucci, and N. R. Jennings (2007) "Anytime optimal coalition structure generation" Proc. 22nd Conf. on Artificial Intelligence (AAAI), Vancouver, Canada, 1184-1190. |
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E. H. Gerding, R. K. Dash, D. C. K. Yuen and N. R. Jennings (2007) “Bidding optimally in concurrent second-price auctions of perfectly substitutable goods” Proc. 6th Int. J. Conference on Autonomous Agents and Multi-agent Systems, Hawaii, USA. |
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S. Reece, A. Rogers, S. Roberts and N. R. Jennings (2007) “Rumours and reputation: evaluating multi-dimensional trust within a decentralised reputation system” Proc. 6th Int. J. Conference on Autonomous Agents and Multi-agent Systems, Hawaii, USA. |
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I. A. Vetsikas and N. R. Jennings (2007) “Outperforming the competition in multi-unit sealed bid auctions” Proc. 6th Int. J. Conference on Autonomous Agents and Multi-agent Systems, Hawaii, USA. 2006 |
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P. S. Dutta, C. Goldman and N. R. Jennings (2007) "Communicating effectively in resource-constrained multi-agent systems" Proc 20th Int. Joint Conf. on AI (IJCAI), Hyderabad, India |
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T. Rahwan, S. D. Ramchurn, V. D. Dang and N. R. Jennings (2007) "Near-optimal anytime coalition structure generation" Proc 20th Int. Joint Conf. on AI (IJCAI), Hyderabad, India. |
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I. Vetsikas, N. R. Jennings and B. Selman (2007) "Generating Bayes-Nash equilibria to design autonomous trading agents" Proc 20th Int. Joint Conf. on AI (IJCAI), Hyderabad, India. |
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E. Gelenbe. Dealing with software viruses: A biological paradigm. Information Security Technical Report, 12(4):242–250, 2007. |
2006
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E. Gelenbe (2006) "Analysis of Automated Auctions", ICIS06 Springer Lecture Notes in Computer Science 4263,1-12. |
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V. Guffens, E. Gelenbe, G. Bastin (2006) "Qualitative Dynamical Analysis of Queueing Networks with Inhibition", Proc. of Workshop on Interdisciplinary Systems Approach in Performance Evaluation and Design of Computer & Communications Systems, October 2006 |
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E. H. Gerding, R. K. Dash, D. C. K. Yuen and N. R. Jennings (2006) "Optimal bidding strategies for simultaneous Vickrey auctions with perfect substitutes" Proc. 8th Int Workshop on Game Theoretic and Decision Theoretic Agents, Hakodate, Japan, 10-17. |
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P. Padhy, R. K. Dash, K. Martinez and N. R. Jennings (2006) "A utility-based sensing and communication model for a glacial sensor network" Proc. 5th Int. Conf. on Autonomous Agents and Multi-Agent Systems, Hakodate, Japan, 1353-1360. |