Selected Publications

2009

Belavkin, R. V. (accepted). Utility and value of information in cognitive science, biology and quantum theory. In Quantum Bio-Informatics III, World Scientific.

Belavkin, R. V. (in press). Information trajectory of optimal learning. In M. J. Hirsch P. M. Pardalos & R. Murphey (Eds.) Dynamics of Information Systems: Theory and Applications, Springer.

Belavkin, R. V. (2009). On mutual absolute continuity of optimal Radon measures. Technical Report, Middlesex University.

Belavkin, R. V. & Huyck, C. R. (2009). A Model of Probability Matching in a Two-Choice Task Based on Stochastic Control of Learning in Neural Cell-Assemblies. In Proceedings of the 9th International Conference on Cognitive Modelling.

Belavkin, R. V. (2009). Bounds of optimal learning. In IEEE International Symposium on Adaptive Dynamic Programming and Reinforcement Learning (pp. 199--204). Nashville, TN, USA, IEEE.

Byrne, E., D. Diaper, C. R. Huyck (2009). Collaborating with Neural Network-based Artificial Intelligence Agents, Human Interaction with Intelligent & Networked Systems - IUI Conference Workshop. 8-11 February, Florida, USA.

Huyck, C. R. (accepted). Variable Binding by Synaptic Strength Change. Connection Science.

Huyck, C. R. (accepted). A Psycholinguistic Model of Natural Language Parsing Implemented in Simulated Neurons. Cognitive Neurodynamics.

King, R. D., J. Rowland, S. G. Oliver, M. Young, W. Aubrey, E. Byrne, M. Liakata, M. Markham, P. Pir, L. N. Soldatova, A. Sparkes, K. E. Whelan, A. Clare (2009), The automation of science, Science, 324(5923), pp. 85--89 DOI: 10.1126/science.1165620

Nadh, K. & C. R. Huyck (2009). Prepositional phrase attachment ambiguity resolution using semantic hierarchies. In Proceedings of the The Ninth IASTED International Conference on Artificial Intelligence and Applications, Innsbruck. IASTED, ActaPress.

2008

Belavkin, R. V. (2008). The Duality of Utility and Information in Optimally Learning Systems. In 7th IEEE International Conference on `Cybernetic Intelligent Systems'. Middlesex University, London, UK.

Belavkin, R. V. (2008). Information Evolution of Optimal Learning. In PASCAL 2008 Workshop on `Approximate Inference in Stochastic Processes and Dynamical Systems'. Cumberland Lodge, UK.

Belavkin, R. V. & Huyck, C. R. (2008). Emergence of Rules in Cell Assemblies of fLIF Neurons. In Proceedings of The 18th European Conference on Artificial Intelligence (ECAI08). (PDF)

Cheng, X. (2008). Verifying Security Protocols by Knowledge Analysis, International Journal of Security and Networks, Vol 3:3.

Corney, D., Byrne, E., Buxton, B. and Jones D. (2008). A Logical Framework for Template Creation and Information Extraction. In Lin, Xie, Wasilewska and Liau (Eds.) Data Mining: Foundations and Practice, Vol 118 of Studies in Computational Intelligence (Springer), pp 79--108.

Huyck, C. R. (2008). CABot1: a Videogame Agent Implemented in fLIF Neurons. In 7th IEEE International Conference on `Cybernetic Intelligent Systems'. Middlesex University, London, UK.

Huyck, C. R. & H. Ghalib (2008). A Neuropsychological Framework for Advancing AI. In Proceedings of AAAI 2008.

Passmore, P. & C. R. Huyck (2008). Models of Cell Assembly Decay. In 7th IEEE International Conference on `Cybernetic Intelligent Systems'. Middlesex University, London, UK.

Fan, Y. & C. R. Huyck (2008). Implementation of Finite State Automata using fLIF Neurons. In 7th IEEE International Conference on `Cybernetic Intelligent Systems'. Middlesex University, London, UK.

2007

Gao X.W., S. Anishenko, D. Shaposhnikov, L. Podladchikova, S. Batty, J. Clark (2007). High-precision Detection of Facial Landmarks to Estimate Head Motions Based on Vision Models, Journal of Computer Science, 3(7):528-532. (PDF)

Huyck, C. (2007). Creating Hierarchical Categories Using Cell Assemblies. Connection Science, 19:1, pp. 1-24. (ps)

Gao, X.W., S. Batty, L. Posladchikova, D. Shaposhnikov, J. Clark (2007). Detection of head motions using a vision model. In Proceedings of 3rd IASTED International Conference on Telehealth, Montreal, Canada, pp 167-171.

Gao, X.W., J. Clark (2007). A fast, robust approach to Segmentation of PET brain images. In Proceedings of international conference on Medical Imaging and Informatics (MIMI2007), Beijing, China, pp377-388.

Huyck, C. & Fan, Y. (2007). Parsing with fLIF Neurons. In Advances in Cybernetic Systems 2007, Dublin.(PDF)

Belavkin, R. V. (2007). Do Neural Models Scale up to a Human Brain?. In Proceedings of The International Joint Conference on Neural Networks. IEEE.

Ghalib, H. & Huyck, C. (2007). A Cell Assembly Model of Sequential Memory. In Proceedings of The International Joint Conference on Neural Networks. IEEE. (PDF)

Huyck, C., Diaper, D., Amavasai, B., Cheng, X. and Oussalah, M. (2007). Intelligently Engineering Artificial Intelligence Engineering: The Cognitive Architectures Competition. In AAAI 2007, Vancouver.(DOC)

2006

Belavkin, R. V. (2006). Towards a Theory of Decision-Making without Paradoxes. In D. Fum, F. D. Missier & A. Stocco (Eds.) Proceedings of the Seventh International Conference on Cognitive Modelling (pp. 38-43). Trieste, Italy: Edizioni Goliardiche (ISBN 88-7873-031-9) (pdf)

Gao, X.W., Podladchikova, L. & Shaposhnikov, D. (2006). Feature Extraction from Traffic Signs for Recognition. Journal of Visual Communication and Image Representation, 17:675-685.

Huyck, C. & Belavkin, R. V. (2006). Counting with neurons, rule application with nets of fatiguing leaky integrate and fire neurons. In Proceedings of the 7th International Conference on Cognitive Modeling, eds., D. Fum, F. D. Missier, & A. Stocco, Trieste, Italy. Edizioni Goliardiche.

Orengo, V. & Huyck, C. (2006). Relevance Feedback and Cross-Language Information Retrieval. Information Processing and Management, 42:5, pp. 1203-1217. (doc)

Oyekoya, O. K. & Stentiford, F. W. M. (2006). Perceptual Image Retrieval Using Eye Movements. In Proceedings of International Workshop on Intelligent Computing in Pattern Analysis/Synthesis (IWICPAS), Springer Verlag's Lecture Notes in Computer Science (LNCS), Xi'an, China. (link)

Oyekoya, O. K. & Stentiford, F. W. M., (2006). An Eye Tracking Interface for Visual Exploration. British Telecommunications Technology Journal, Special Issue of University College London. (pdf)

Oyekoya, O. K. & Stentiford, F. W. M. (2006). An Eye Tracking Interface for Image Search. In Eye Tracking Research & Applications Symposium 2006, San Diego, CA. (pdf)

2005

Belavkin, R. V. (2005). Acting irrationally to improve performance in stochastic worlds. In M. Bramer, F. Coenen, & T. Allen (Eds.) Proceedings of AI-2005, the 25th SGAI International Conference on Innovative Techniques and Applications of Artificial Intelligence. (Vol. XXII, pp. 305--316). Cambridge: Springer (ISBN 1-84628-225-X)

Belavkin, R. V. (2005). A test for irrational thinking. AISB Quarterly, 122. ISSN 0268-4179.

Belavkin, R. V. (2005). Entropy and Information in Models of Learning Behaviour. AISB Quarterly, 119:5. ISSN 0268-4179 (html)

Cheng, X. (2005). Index Conditions of Resolution, International Journal of Automation and Computing, ISSN 1476-8186, (1): 52-59.

Cheng, X. (2005). An Improved Model Based Method to Test Circuit Faults, Theoretical Computer Science, 341(1-3): 150-161

Cheng, X. (2005). Formal Verification of Merchant Registration Phase of Secure Electronic Transaction Protocol, International Journal of Automation and Computing, ISSN 1476-8186, Vol. 2:2, pp. 155-162.

Cheng, X. (2005). A Mobile Agent Based Spam Filter System, In 2005 International Conference on Computational Intelligence and Security, Xi An, China, LNAI 3801, Springer, 422-427.

Cheng, X. (2005). An Agent Based Education Resource Purvey System, In 2005 International Conference on Computational Intelligence and Security, Xi An, LNAI 3801, Springer, 381-386.

Cheng, X. (2005). Knowledge Based Approach for Mechanically Verifying Security Protocols. In The Nineteenth International Joint Conference on Artificial Intelligence (IJCAI 2005). Edinburgh, Scotland, UK, ISBN 0-938075-93-4

Gao, X.W., Birhane, D., Clark, J. (2005). Application of Geodesic Active Contours to the segmentation of lesions of PET (Positron Emission Tomography) Images. In Proceedings of International Conference on Medical Imaging and Telemedicine, (ISBN:1-85924-252-9), pp. 45-50.

Bstty, S., Gao, X.W., Clark J., Fryer, T. (2005). Content-based Retriveal of PET images via Localised Anaotmical texture measurements and mean activity levels. In Proceedings of International Conference on Medical Imaging and Telemedicine, (ISBN:1-85924-252-9), pp. 70-74.

He, P. & Gao, X.W. (2005). Colour reproduction for tele-imaging systems. In Proceedings of International Conference on Medical Imaging and Telemedicine, (ISBN:1-85924-252-9), pp. 79-84.

Huyck, C. & Orengo, V. (2005). Information Retrieval and Categorisation using a Cell Assembly Network. Neural Computing and Applications, 14, pp. 282--289. (ps)

Huyck, C. & Mitchell, I. (2005). It is not Evolution but a Better Game Would Need a Better Agent. Behaviour and Brain Science, 28:4 pp. 499--500. (doc)

Oyekoya, O. K. & Stentiford, F. W. M. (2005). A Performance Comparison of Eye Tracking and Mouse Interfaces in a Target Image Identification Task. In 2nd European Workshop on the Integration of Knowledge, Semantics & Digital Media Technology, London. (pdf)

2004

Belavkin, R. V. & Ritter, F. E. (2004). OPTIMIST: A New Conflict Resolution Algorithm for ACT-R. In Proceedings of the Sixth International Conference on Cognitive Modelling (pp. 40--45). Mahwah, NJ, London: Lawrence Erlbaum. ISBN 0-8058-5426-6.

Belavkin, R. V. (2004). On Relation between Emotion and Entropy. In C.Johnson (Ed.), Proceedings of the AISB'04 Symposium on Emotion, Cognition and Affective Computing (pp. 1-8). Leeds, UK. ISBN 1-902956-36-6.

Gao, X. W. (2004). Colour Management in Telemedicine. In Proceedings of the 7th IASTED International Conference Computer Graphics and Imaging, pp. 361-364.

Huyck, C. (2004). Overlapping Cell Assemblies from Correlators, Neurocomputing, 56, pp. 435-9. (ps)

Huyck, C. & Bowles, R. (2004). Spontaneous Neural Firing in Biological and Artificial Neural Systems. The Journal of Cognitive Systems, 6:1 pp. 31-40, ISSN 0256-663X. (ps)

Oyekoya, O. K. & Stentiford, F. W. M. (2004). Eye Tracking as a New Interface for Image Retrieval, BT Technology Journal, 22:3, July 2004. Springer Verlag, Intelligent Spaces Book Edition. (pdf)

Oyekoya, O. K. & Stentiford, F. W. M. (2004). Exploring Human Eye Behaviour Using a Model of Visual Attention. In 17th International Conference on Pattern Recognition (ICPR'04), Vol. 4, pp. 945-948. (pdf)

2003

Belavkin, R. V. (2003). Conflict Resolution by Random Estimated Costs. In D. Al-Dabass (Ed.), Proceedings of 17th European Simulation Multiconference (pp. 105--110). Nottingham, England. ISBN 3-936150-25-7.

Belavkin, R. V. & Ritter, F. E. (2003). The Use of Entropy for Analysis and Control of Cognitive Models. In F. Detje, D. Dorner, & H. Schaub (Eds.), Proceedings of the Fifth International Conference on Cognitive Modelling (pp. 21--26). Bamberg, Germany: Universitats-Verlag Bamberg. ISBN 3-933463-15-7.

Cheng, X. (2003). A Safe Mobile Agent System for Distributed Intrusion Detection, In Proceedings of the 2nd IEEE International Conference on Machine Learning and Cybernetics (ICMLC'03), Xi An, China, 2009-2014.

Shaposhnikov, D. G., Podladchikova L. N. & Gao, X. W. (2003). Classification of Images on the Basis of the Properties of Informative Regions. Pattern Recognition and Image Analysis, 13(2): 349-352.

2002

El-Bardissi, W. & Huyck, C. (2002). Reducing Manufacturing Loss via Expert Systems: AI Technology Minimizes Manufacturing Loss in Pharmaceutical Industry. PCAI, 16:1 pp. 58-63. (doc).