Publications on Artificial Intelligence

2012

• Ilias Flaounas, Omar Ali, Thomas Lansdall-Welfare, Tijl De Bie, Nick Mosdell, Justin Lewis, Nello Cristianini, Research Methods in the Age of Digital Journalism. Digital Journalism, 1(1). ISSN 2167-0811. November 2012. No electronic version available. External information
• Covington, MA, Bagnara, R, O'Keefe, RA, Wielemaker, J, Price, S, Coding Guidelines for Prolog. Theory and Practice of Logic Programming, 12(6). ISSN 1471-0684, pp. 889–927. November 2012. PDF, 316 Kbytes. External information
• Darren Chitty, Fast Parallel Genetic Programming: Multi-core CPU Versus Many-core GPU. Soft Computing, 16(10). ISSN 1432-7643, pp. 1795–1814. October 2012. PDF, 928 Kbytes.
• Vasileios Lampos, Nello Cristianini, Nowcasting Events from the Social Web with Statistical Learning. ACM Transactions on Intelligent Systems and Technology (TIST), 3(4). ISSN 2157-6904. September 2012. PDF, 897 Kbytes. External information
• Thomas Lansdall-Welfare, Vasileios Lampos, Nello Cristianini, Nowcasting the mood of the nation. Significance, 9(4). ISSN 17409705, pp. 26–28. August 2012. PDF, 549 Kbytes. External information
• Tim Kovacs, Genetics-based machine learning. Chapter in Handbook of Natural Computation. ISBN 978-3-540-92909-3. August 2012. PDF, 2242 Kbytes. External information
• Vasileios Lampos, Detecting Events and Patterns in Large-Scale User Generated Textual Streams with Statistical Learning Methods. PhD thesis. University of Bristol. July 2012. PDF, 4394 Kbytes.
• Sudeep Sundaram, Walterio Mayol-Cuevas, What Are We Doing Here? Egocentric Activity Recognition on the Move for Contextual Mapping. International Conference on Robotics and Automation (ICRA). May 2012. PDF, 1533 Kbytes. External information
• Vasileios Lampos, On voting intentions inference from Twitter content: a case study on UK 2010 General Election. CoRR, arXiv:1204.0423. April 2012. PDF, 380 Kbytes. External information
• Thomas Lansdall-Welfare, Vasileios Lampos, Nello Cristianini, Effects of the Recession on Public Mood in the UK. Mining Social Network Dynamics (MSND) session on Social Media Applications in News and Entertainment (SMANE) at WWW '12, pp. 1221–1226. April 2012. PDF, 248 Kbytes. External information
• Vasileios Lampos, Nello Cristianini, Diagnosing flu symptoms with social media. Natural Hazards Observer, XXXVI(4), pp. 7–9. March 2012. No electronic version available. External information
• Thomas Lansdall-Welfare, Ilias Flaounas, Nello Cristianini, Scalable Corpus Annotation by Graph Construction and Label Propagation. Proceedings of the 1st International Conference on Pattern Recognition Applications and Methods. ISBN 978-989-8425-98-0, pp. 25–34. February 2012. PDF, 559 Kbytes.
• Simon Price, Peter Flach, Sebastian Spiegler, Christopher Bailey, Nikki Rogers, SubSift web services and workflows for profiling and comparing scientists and their published works. Future Generation Computing Systems, 29(2). ISSN 0167-739X, pp. 569–581. February 2012. PDF, 786 Kbytes. External information

2011

• Tim Kovacs, Andy Wills, Generalization vs. Discrimination in Learning. Chapter in Encyclopedia of the Sciences of Learning. Norbert M. Seel, (eds.). November 2011. PDF, 269 Kbytes.
• Ilias Flaounas, Pattern Analysis of News Media Content. PhD thesis. Univ. of Bristol. October 2011. PDF, 3542 Kbytes.
• Oliver Ray, Takehide Soh, Katsumi Inoue, Analysing Pathways using ASP-Based approaches. Proceedings 2010 Conference on Algebraic and Numeric Biology, pp. 167–183. October 2011. PDF, 279 Kbytes.
• Omar Ali, Ilias Flaounas, Tijl De Bie, Nello Cristianini, Celebrity Watch: Browsing News Content by Exploiting Social Intelligence. Machine Learning and Knowledge Discovery in Databases (ECML PKDD). ISBN 978-3-642-23807-9, pp. 613–616. September 2011. PDF, 150 Kbytes. External information
• Narayanan Edakunni, Tim Kovacs, Gavin Brown, Boosting as a Product of Experts. Uncertainty in Artificial Intelligence. Proceedings of the Twenty-Seventh Conference, pp. 187–194. July 2011. PDF, 307 Kbytes.
• Marco de Luca, Dave Cliff, Human-Agent Auction Interactions: Adaptive-Aggressive Agents Dominate. Twenty-Second International Joint Conference on Artificial Intelligence (IJCAI-2011). July 2011. PDF, 2999 Kbytes.
• Ken Whelan, Oliver Ray, Ross King, Representation, Simulation and Hypothesis Generation in Graph and Logical Models of Biological Networks. Chapter in Yeast Systems Biology. Methods and Protocols, Methods in Molecular Biology, pp. 465–482. July 2011. No electronic version available.
• Ilias Flaounas, Omar Ali, Marco Turchi, Tristan Snowsill, Florent Nicart, Tijl De Bie, Nello Cristianini, NOAM: news outlets analysis and monitoring system. Proceedings of the 2011 international conference on Management of data (SIGMOD). ISBN 978-1-4503-0661-4, pp. 1275–1278. June 2011. No electronic version available.
• Tim Kovacs, Narayanan Edakunni, Gavin Brown, Accuracy Exponentiation in UCS and its Effect on Voting Margins. Proceedings of the 2011 Conference on Genetic and Evolutionary Computation. ISBN 978-1-4503-0557-0, pp. 1243–1250. April 2011. PDF, 505 Kbytes.
• Sebastian Spiegler, Machine Learning For The Analysis Of Morphologically Complex Languages. PhD thesis. Merchant Venturers School of Engineering, University of Bristol. April 2011. PDF, 3101 Kbytes.
• Tarek Abudawood, Multi-class Subgroup Discovery: Heuristics, Algorithms and Predictiveness. PhD thesis. University of Bristol, Department of Computer Science, Faculty of Engineering. April 2011. PDF, 1541 Kbytes.
• Tim Kovacs, Robert Egginton, On the analysis and design of software for reinforcement learning, with a survey of existing systems. Machine Learning, 84(1--2), pp. 7–49. February 2011. No electronic version available. External information

2010

• Ilias Flaounas, Marco Turchi, Omar Ali, Nicholas Fyson, Tijl De Bie, NIck Mosdell, Justin Lewis, Nello Cristianini, The Structure of EU Mediasphere. PLoS ONE, 5(12), pp. e14243–. December 2010. No electronic version available. External information
• Simon Price, Peter Flach, Sebastian Spiegler, Christopher Bailey, Nikki Rogers, SubSift web services and workflows for profiling and comparing scientists and their published works. The 6th IEEE International Conference on e-Science (e-Science 2010), Brisbane, Australia. ISBN 9780769542904, pp. 182–189. December 2010. PDF, 696 Kbytes.
• Tarek Abudawood, Peter Flach, Selection of Seed Examples in ILP. The 3rd York Doctoral Symposium on Computing (YDS'10), pp. 29–38. November 2010. No electronic version available. External information
• Sudeep Sundaram, Walterio Mayol-Cuevas, Egocentric Visual Event Classification with Location-Based Priors. International Symposium on Visual Computing. November 2010. PDF, 1494 Kbytes.
• Jonathan Lawry, Uncertainty modelling for vague concepts: A prototype theory approach. Artificial Intelligence, 173. ISSN 0004-3702, pp. 1539–1558. October 2010. No electronic version available.
• Ilias Flaounas, Nick Fyson, Nello Cristianini, Predicting relations in news-media content among EU countries. Cognitive Information Processing (CIP), 2nd International Workshop on, pp. 269–274. October 2010. PDF, 254 Kbytes. External information
• Tim Kovacs, Elaboration on the policy improvement theorem for soft policies in reinforcement learning. CSTR-10-007, University of Bristol. October 2010. No electronic version available.
• Elena Hensinger, Ilias Flaounas, Nello Cristianini, Learning the Preferences of News Readers with SVM and Lasso Ranking. Artificial Intelligence Applications and Innovations, pp. 179–186. October 2010. PDF, 147 Kbytes.
• Omar Ali, Ilias Flaounas, Tijl De Bie, Nick Mosdell, Justin Lewis, Nello Cristianini, Automating News Content Analysis: An Application to Gender Bias and Readability. Workshop on Applications of Pattern Analysis (WAPA). ISSN 1938-7228, pp. 36–43. September 2010. No electronic version available. External information
• Tristan Snowsill, Ilias Flaounas, Tijl De Bie, Nello Cristianini, Detecting Events in a Million New York Times Articles . Machine Learning and Knowledge Discovery in Databases (ECML/PKDD), pp. 615–618. September 2010. No electronic version available. External information
• Simon Price, Peter A. Flach, Sebastian Spiegler, SubSift: a novel application of the vector space model to support the academic peer review process. Workshop on Applications of Pattern Analysis (WAPA 2010), Windsor, UK. ISSN 19387228, pp. 20–27. September 2010. PDF, 461 Kbytes.
• Vasileios Lampos, Tijl De Bie, Nello Cristianini, Flu Detector - Tracking Epidemics on Twitter. European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML PKDD), pp. 599–602. September 2010. PDF, 286 Kbytes. External information
• Sebastian Spiegler, Christian Monson, EMMA: A Novel Evaluation Metric for Morphological Analysis. Proceedings of the 23rd International Conference on Computational Linguistics (COLING). August 2010. PDF, 198 Kbytes.
• Tilo Burghardt, Neill Campbell, Generic Phase Curl Localisation for an Individual Identification of Turing-patterned Animals. VAIB at 20th International Conference in Pattern Recognition (ICPR), pp. 17–21. August 2010. PDF, 1472 Kbytes. External information
• Oliver Ray, Ken Whelan, Ross King, Automatic Revision of Metabolic Networks through Logical Analysis of Experimental Data. 19th International Conference on Inductive Logic Programming, pp. 194–201. July 2010. PDF, 375 Kbytes.
• Sebastian Spiegler, EMMA: A Novel Evaluation Metric for Morphological Analysis - Experimental Results in Detail. CSTR-10-004, University of Bristol. July 2010. PDF, 121 Kbytes.
• Sebastian Spiegler, Peter Flach, Enhanced word decomposition by calibrating the decision threshold of probabilistic models and using a model ensemble. 48th Annual Meeting of the Association for Computational Linguistics (ACL 2010), pp. 375–383. July 2010. PDF, 275 Kbytes.
• Tarek Abudawood, Peter Flach, Learning Multi-class Theories in ILP. The 20th International Conference on Inductive Logic Programming (ILP'10). June 2010. PDF, 98 Kbytes.
• Vasileios Lampos, Nello Cristianini, Tracking the flu pandemic by monitoring the Social Web. 2nd IAPR Workshop on Cognitive Information Processing (CIP 2010), pp. 411–416. June 2010. No electronic version available. External information
• Hidetomo Nabeshima, Koji Iwanuma, Katsumi Inoue , Oliver Ray, SOLAR: An automated deduction system for consequence finding. AI Communications, 23(2-3), pp. 183–203. March 2010. PDF, 376 Kbytes.
• Sebastian Spiegler, Bruno Golenia, Peter Flach, Unsupervised Word Decomposition with the Promodes Algorithm. Chapter in Multilingual Information Access Evaluation, Lecture Notes in Computer Science. February 2010. PDF, 277 Kbytes.
• Oliver Ray, Ken Whelan, Ross King, Logic-based Steady-State Analysis and Revision of Metabolic Networks with Inhibition. 2nd International Conference on Complex, Intelligent and Software Intensive Systems (from 3rd International Workshop on Intelligent Informatics in Biology and Medicine), pp. 661–666. February 2010. PDF, 356 Kbytes.

2009

• Peter Flach, Sebastian Spiegler, Bruno Golenia, Simon Price, John Guiver, Ralf Herbrich, Thore Graepel, Mohammed J. Zaki, Novel Tools To Streamline the Conference Review Process: Experiences from SIGKDD'09. SIGKDD Explorations, 11(2). ISSN 19310145, pp. 62–67. December 2009. PDF, 307 Kbytes.
• Anthony Buck, Walterio Mayol-Cuevas, Improving Image Sets Through Sense Disambiguation and Context Ranking. 2009 IEEE International Conference on Systems, Man, and Cybernetics. ISBN 978-1-4244-2794-9. October 2009. PDF, 1011 Kbytes.
• Ilias Flaounas, Marco Turchi, Nello Cristianini, Detecting Macro-patterns in the European Mediasphere. Web Intelligence and Intelligent Agent Technology, IEEE/WIC/ACM International Conference on. ISBN 978-0-7695-3801-3, pp. 527–530. October 2009. No electronic version available. External information
• Bruno Golenia, Sebastian Spiegler, Peter Flach, UNGRADE: UNsupervised GRAph DEcomposition. Working Notes for the CLEF 2009 Workshop, Corfu, Greece. September 2009. PDF, 71 Kbytes. External information
• Sebastian Spiegler, Bruno Golenia, Peter Flach, Promodes: A probabilistic generative model for word decompositions. Working Notes for the CLEF 2009 Workshop, Corfu, Greece. September 2009. PDF, 399 Kbytes. External information
• Ilias Flaounas, Marco Turchi, Tijl De Bie, Nello Cristianini, Inference and Validation of Networks. ECML/PKDD 2009. ISBN 978-3-642-04179-2, pp. 344–358. September 2009. No electronic version available. External information
• Dalal Alrajeh, Oliver Ray, Alessandra Russo, Sebastian Uchitel, Using abduction and induction for operational requirements elaboration. Journal of Applied Logic, 7(3), pp. 275–288. September 2009. PDF, 248 Kbytes.
• Oliver Ray, Nonmonotonic abductive inductive learning. Journal of Applied Logic, 7(3), pp. 329–340. September 2009. PDF, 231 Kbytes.
• Domenico Corapi, Oliver Ray, Alessandra Russo, Arosha Bandara, Emil Lupu, Learning rules from user behaviour. 5th International Conference on Artificial Intelligence Applications and Innovations , pp. 459–468. July 2009. PDF, 255 Kbytes.
• Oliver Ray, Amanda Clare, Maria Liakata, Larisa Soldatova, Ken Whelan, Ross King, Towards the Automation of Scientific Method. IJCAI09 Workshop on Abductive and Inductive Knowledge Development, pp. 27–33. July 2009. PDF, 302 Kbytes.
• Oliver Ray, Bruno Golenia, A Neural Network Approach for First-Order Abductive Inference. IJCAI09 Workshop on Neural-Symbolic Learning and Reasoning. July 2009. PDF, 259 Kbytes.
• Antonis C. Kakas, Peter Flach, Abduction and Induction in Artificial Intelligence. Journal of Applied Logic, 7(3). ISSN 1570-8683, pp. 251–251. July 2009. No electronic version available.
• Narayanan Edakunni, Tim Kovacs, Gavin Brown, James Marshall, Modeling UCS as a Mixture of Experts. Proceedings of the 2009 Genetic and Evolutionary Computation Conference (GECCO'09). ISBN 978-1-60558-325-9 , pp. 1187–1194. July 2009. PDF, 226 Kbytes.
• Oliver Ray, Towards a Rational Approach for the Logical Modelling of Inhibition in Metabolic Networks. International Conference on Advanced Information Networking and Applications (from 2009 IEEE International Workshop on Bioinformatics and Life Science Modeling and Computing), pp. 918–923. May 2009. PDF, 114 Kbytes.
• Narayanan Edakunni, Tim Kovacs, Probabilistic Modeling of UCS : a theoretical study. CSTR-09-002, University of Bristol. April 2009. No electronic version available.
• Oliver Ray, Ken Whelan, Ross King, A nonmonotonic logical approach for modelling and revising metabolic networks. 3rd International Conference on Complex, Intelligent and Software Intensive Systems (from 2nd International Workshop on Intelligent Informatics in Biology and Medicine), pp. 825–829. March 2009. PDF, 195 Kbytes.
• Kamran Shafi, Tim Kovacs, Hussein A. Abbass, Weiping Zhu, Intrusion Detection with Evolutionary Learning Classifier Systems. Natural Computing, 8(1), pp. 3–27. March 2009. PDF, 618 Kbytes. External information
• Dave Cliff, ZIP60: Further Explorations in the Evolutionary Design of Trader Agents and Online Auction-Market Mechanisms. IEEE Transactions on Evolutionary Computation. 13(1):3-18., 13(1), pp. 3–18. January 2009. PDF, 1544 Kbytes.

2008

• Sebastian Spiegler, Bruno Golenia, Ksenia Shalonova, Peter Flach, Roger Tucker, Learning the morphology of Zulu with different degrees of supervision. Spoken Language Technology Workshop, 2008. SLT 2008. IEEE. ISBN 978-1-4244-3471-8, pp. 9–12. December 2008. PDF, 82 Kbytes. External information
• John Chiverton, Majid Mirmehdi, Xianghua Xie, Variational Maximum A Posteriori Model Similarity and Dissimilarity Matching. International Conference on Pattern Recognition. December 2008. PDF, 1204 Kbytes. External information
• Peter Flach, Separating the wheat from the chaff with machine learning. CSTR-10-001, University of Bristol. November 2008. PDF, 119 Kbytes. External information
• Tim Kovacs, Artificial Intelligence through Search: Solving Sudoku Puzzles. CSTR-08-003, Department of Computer Science, University of Bristol. October 2008. PDF, 212 Kbytes.
• Learning Classifier Systems. 10th and 11th International Workshops (2006-2007). Jaume Bacardit, Ester Bernadó-Mansilla, Martin Butz, Tim Kovacs, Xavier Llorà, Keiki Takadama, (eds.). Springer. ISBN 978-3-540-88137-7. October 2008. No electronic version available. External information
• Domenico Corapi, Oliver Ray, Alessandra Russo, Arosha Bandara, Emil Lupu, Learning Rules from User Behaviour. 2nd International Workshop on the Induction of Process Models. September 2008. PDF, 215 Kbytes. External information
• Simon Price, Peter Flach, Querying and Merging Heterogeneous Data by Approximate Joins on Higher-Order Terms. Proceedings 18th International Conference on Inductive Logic Programming. ISBN 9783540859277, pp. 226–243. August 2008. PDF, 331 Kbytes. External information
• Tilo Burghardt, Visual Animal Biometrics. PhD thesis. University of Bristol. June 2008. PDF, 16591 Kbytes. External information
• Oliver Ray, Chris Bryant, Inferring the function of genes from synthetic lethal mutations. 2nd International Conference on Complex, Intelligent and Software Intensive Systems (from 1st International Workshop on Intelligent Informatics in Biology and Medicine), pp. 667–671. February 2008. PDF, 75 Kbytes.
• Yoshitaka Yamamoto, Oliver Ray, Katsumi Inoue, Towards a Logical Reconstruction of CF-Induction. New Frontiers in Artificial Intelligence: JSAI 2007 Conference and Workshop Revised Selected Papers (from 5th Workshop on Learning with Logics and Logics for Learning), pp. 330–343. February 2008. PDF, 392 Kbytes.
• Oliver Ray, Katsumi Inoue, Mode-Directed Inverse Entailment for Full Clausal Theories. 17th International Conference on Inductive Logic Programming, pp. 225–238. February 2008. PDF, 178 Kbytes.

2007

• Susanne Hoche, Andreas Nuernberger, Peter Flach, Network Analysis in Natural Sciences and Engineering. AI Communications, 20(4). December 2007. No electronic version available.
• Nigel R Franks, James W Hooper, Mike Gumn, Tamsyn H Bridger, James Marshall, Roderich Gross, Anna Dornhaus, Moving targets: collective decision and flexible choices in house-hunting ants. Swarm Intelligence, . ISSN 1935-3812 . December 2007. No electronic version available.
• Oliver Ray, Katsumi Inoue, A Consequence Finding Approach for Full Clausal Abduction. 10th International Conference on Discovery Science, pp. 173–184. September 2007. PDF, 153 Kbytes.
• Tilo Burghardt, Neill Campbell, Peter J Barham, Innes C Cuthill, Richard Sherley, A Fully Automated Computer Vision System for the Biometric Identification of African Penguins (Spheniscus demersus) on Robben Island. 6th International Penguin Conference (IPC07). September 2007. No electronic version available.
• Proceedings of the 2007 Genetic and Evolutionary Compuation Conference (GECCO 2007). Dirk Thierens, Benjamin Doerr, Tim Kovacs, Sanjeev Kumar, Hans-Georg Beyer, Mauro Birattari, Josh Bongard, Jurgen Branke, John Andrew Clark, Dave Cliff, Clare Bates Congdon, Kalyanmoy Deb, (eds.). ACM Press. ISBN 978-1-59593-697-4. July 2007. No electronic version available.
• James Marshall, Gavin Brown, Tim Kovacs, Bayesian Estimation of Rule Accuracy in UCS. Proceedings of the 2007 GECCO Conference Companion on Genetic and Evolutionary Computation, pp. 2831–2834. July 2007. PDF, 112 Kbytes.
• Tim Kovacs, Larry Bull, Toward a better understanding of rule initialization and deletion. Workshop Proceedings of the Genetic and Evolutionary Computation Conference (GECCO). ISBN 978-1-59593-698-1, pp. 2777–2780. July 2007. PDF, 412 Kbytes. External information
• Gavin Brown, Tim Kovacs, James Marshall, UCSpv: principled voting in UCS rule populations. Proceedings of the 2007 Genetic and Evolutionary Computation Conference (GECCO 2007). ISBN 978-1-59593-697-4, pp. 1774–1781. July 2007. PDF, 428 Kbytes.
• Ksenia Shalonova, Peter Flach, Morphology learning using tree of aligned suffix rules. ICML Workshop on Challenges and Applications of Grammar Induction. June 2007. PDF, 606 Kbytes.
• Oliver Ray, Inferring process models from temporal data with abduction and induction. 1st International Workshop on the Induction of Process Models. June 2007. PDF, 94 Kbytes. External information
• Oliver Ray, Automated Abduction in Scientific Discovery. Model-Based Reasoning in Science and Medicine, pp. 103–116. June 2007. PDF, 254 Kbytes.
• Robert Egginton, Thomas Hinton, Tim Kovacs, Tobias Larsen, Some Observations on the General Problem of Sensor Planning. CSTR-07-011, University of Bristol. May 2007. PDF, 110 Kbytes.
• Artur S. d'Avila Garcez, Dov M. Gabbay, Oliver Ray, John. H. Woods, Abductive reasoning in neural-symbolic systems. TOPOI, 26(1), pp. 37–49. April 2007. PDF, 373 Kbytes.
• Learning Classifier Systems. International Workshops, IWLCS 2003-2005, Revised Selected Papers. Tim Kovacs, Xavier LLora, Keiki Takadama, Pier Luca Lanzi, Wolfgang Stolzmann, Stewart W. Wilson, (eds.). Springer. ISBN 3-540-71230-5. April 2007. No electronic version available. External information

2006

• Peter A. Flach, Reinventing Machine Learning with ROC Analysis (invited talk). Proceedings of the 10th Ibero-American Conference on AI and the 18th Brazilian AI Symposium. ISBN 3-540-45462, pp. 4–5. October 2006. No electronic version available. External information
• Lisa Gralewski, Neill Campbell, Edward Morrison, Ian Penton-Voak, Analysis of Facial Dynamics using a Tensor Framework. Journal of Multimedia, 1(6). ISSN 1796-2048, pp. 10–21. September 2006. PDF, 809 Kbytes.
• Tim Kovacs, Xavier LLora, Keiki Takadama, The 9th International Workshop on Learning Classifier Systems (IWLCS-2006 Workshop Summary). SIGEVolution, 1(3). ISSN 1931-8499, pp. 31–33. September 2006. PDF, 2429 Kbytes. External information
• Micheal Weir, Anthony Buck, Jon Lewis, POTBUG: A Mind's Eye Approch to Providing BUG-Like Guarantees for Adaptive Obstacle Navigation Using Dynamic Potential Fields. From animals to animats 9: Proceedings of the Ninth International Conference on Simulation of Adaptive Behaviour. ISBN 978-3-540-38608-7, pp. 239–250. September 2006. PDF, 365 Kbytes.
• Oliver Ray, Athos Antoniades, Antonis Kakas, Ioannis Demetriades, Abductive Logic Programming in the Clinical Management of HIV/AIDS. 17th European Conference on Artificial Intelligence. G. Brewka, S.Coradeschi, A. Perini, P. Traverso, (eds.), pp. 437–441. August 2006. PDF, 77 Kbytes.
• Oliver Ray, Artur Garcez, Towards the integration of abduction and induction in artificial neural networks. ECAI06 workshop on Neural-Symbolic Learning and Reasoning. A.Garcez, P. Hitzler, G. Tamburrini, (eds.), pp. 41–46. August 2006. PDF, 213 Kbytes. External information
• Oliver Ray, Using abduction for induction of normal logic programs. ECAI'06 Workshop on Abduction and Induction in Artificial Intelligence and Scientific Modelling. P. Flach, A. Kakas, L. Magnani, O. Ray, (eds.), pp. 28–31. August 2006. PDF, 82 Kbytes. External information
• Peter Flach, Antonis Kakas, Oliver Ray, Abduction, induction, and the logic of scientific knowledge development. ECAI'06 workshop on Abduction and Induction in AI and Scientific Modelling. P.A. Flach, A.C. Kakas, L. Magnani, O. Ray, (eds.), pp. 21–23. August 2006. PDF, 41 Kbytes. External information
• James Marshall, Tim Kovacs, A Representational Ecology for Learning Classifier Systems. Proceedings of the 2006 Genetic and Evolutionary Computation Conference (GECCO 2006). ISBN 1-59593-186-4, pp. 1529–1536. July 2006. PDF, 901 Kbytes.
• Peter Flach, Valentina Maraldi, Fabrizio Riguzzi, Algorithms for Efficiently and Effectively Using Background Knowledge in Tertius . ``Analisi Sperimentale e Benchmark di Algoritmi per l'Intelligenza Artificiale'' (Incontro del Gruppo di Lavoro Rappresentazione della Conoscenza e Ragionamento Automatico dell'Associazione Italiana per l'Intelligenza Artificiale). Marco Gavanelli, Tony Mancini, (eds.). June 2006. PDF, 101 Kbytes. External information
• Tim Kovacs, Manfred Kerber, A study of structural and parametric learning in XCS. Evolutionary Computation, 14(1), pp. 1–19. June 2006. PDF, 359 Kbytes.
• Oliver Ray, Antonis Kakas, ProLogICA: a practical system for Abductive Logic Programming. 11th International Workshop on Non-monotonic Reasoning. J. Dix, A. Hunter, (eds.), pp. 304–312. May 2006. PDF, 123 Kbytes. External information
• Peter Flach, Antonis Kakas, Abduction, Induction, and the Logic of Scientific Knowledge Development. Goedel Centenary 2006. April 2006. PDF, 102 Kbytes. External information
• Susanne Hoche, Jane Memott, Nick Monk, Andreas Nuernberger, Proc. of the Symposium on Network Analysis in Natural Sciences and Engineering, part of Adaptation in Artificial and Biological Systems (AISB'06), 2006.. , pp. 1–111. April 2006. PDF, 3919 Kbytes.
• James Marshall, Rafal Bogacz, Anna Dornhaus, Nigel R. Franks, Tim Kovacs, Robert Planque, Similar Models of Optimal Decision Making in Social Insect Colonies and in the Primate Brain. Proceedings of AISB'06: Adaptation in Artificial and Biological Systems. ISSN 1902956975, pp. 205–205. April 2006. PDF, 17 Kbytes. External information
• James Marshall, Anna Dornhaus, Nigel Franks, Tim Kovacs, Noise, cost and speed-accuracy trade-offs: decision making in a decentralized system. Journal of the Royal Society: Interface, 3(7). ISBN 1742-5689 (paper) 1742-5662, pp. 243–254. April 2006. PDF, 2076 Kbytes. External information
• James Marshall, Tim Kovacs, Alternative Representations for Artificial Immune Systems. Proceedings of AISB'06: Adaptation in Artificial and Biological Systems. ISSN 1902956975, pp. 9–10. March 2006. PDF, 110 Kbytes.
• Proceedings of AISB'06: Adaptation in Artificial and Biological Systems. Tim Kovacs, James Marshall, (eds.). The Society for the Study of Artificial Intelligence and the Simulation of Behaviour. ISSN 1902956975. March 2006. No electronic version available. External information
• Trevor Martin, Yun Shen, Improving Access to Multimedia Using Multi-source Hierarchical Meta-data. Chapter in Adaptive Multimedia Retrieval: User, Context, and Feedback. ISBN 3-540-32174-8, pp. 266–278. February 2006. No electronic version available. External information
• Elias Gyftodimos, A Probabilistic Graphical Model Framework for Higher-Order Term-Based Representations. PhD thesis. University of Bristol. January 2006. PDF, 647 Kbytes.
• Colin Campbell, Identification of Prognostic Signtures in Breast Cancer Microarray Data using Bayesian Techniques. Journal of the Royal Society: Interface , . January 2006. No electronic version available. External information

2005

• Oliver Ray, Hybrid Abductive Inductive Learning. PhD thesis. Department of Computing, Imperial College London. December 2005. PDF, 1175 Kbytes.
• Oliver Ray, The need for Ancestor Resolution when answering queries in Horn clause logic. 21st International Conference on Logic Programming. M. Gabrielli, G. Gupta, (eds.), pp. 410–411. October 2005. PDF, 197 Kbytes.
• Walterio Mayol-Cuevas, David W. Murray, Wearable Hand Activity Recognition for Event Summarization. International Symposium on Wearable Computers. October 2005. PDF, 563 Kbytes.
• Ronaldo C. Prati, Peter A. Flach, ROCCER: an Algorithm for Rule Learning Based on ROC Analysis. Proceedings of the 19th International Joint Conference on Artificial Intelligence (IJCAI'05). ISSN 0938075934, pp. 823–828. August 2005. PDF, 173 Kbytes. External information
• Peter A. Flach, Shaomin Wu, Repairing concavities in ROC curves. Proceedings of the 19th International Joint Conference on Artificial Intelligence (IJCAI'05). ISSN 0938075934, pp. 702–707. August 2005. PDF, 494 Kbytes. External information
• Zengchang Qin, Jonathan Lawry, Linguistic rule induction based on a random set semantics. World Congress of International Fuzzy Systems Association (IFSA-05). July 2005. No electronic version available.
• Zengchang Qin, Jonathan Lawry, Prediction trees using linguistic modelling. World Congress of International Fuzzy Systems Association (IFSA-05). July 2005. No electronic version available.
• Zengchang Qin, Jonathan Lawry, Hybrid Bayesian estimation trees based on label semantics. Eighth European Conference on Symbolic and Quantitative Approaches to Reasoning with Uncertainty, pp. 896–907. July 2005. No electronic version available.
• Jonathan Lawry, G. Fu, J. W. Hall, A Granular Semantics for Fuzzy Measures and its Applications to Climate Change Scenarios. 4th International Symposium on Imprecise Probabilities and Their Applications. July 2005. No electronic version available.
• Larry Bull, Tim Kovacs, Foundations of Learning Classifier Systems: An Introduction. Chapter in Foundations of Learning Classifier Systems. ISBN 3-540-25073-5, pp. 1–17. June 2005. No electronic version available.
• Foundations of Learning Classifier Systems. Larry Bull, Tim Kovacs, (eds.). Springer. ISBN 3-540-25073-5. June 2005. No electronic version available. External information
• Steve Cayzer, Jim Smith, James Marshall, Tim Kovacs, What have gene libraries done for AIS?. ICARIS 2005: Proceedings of the Fourth International Conference on Artificial Immune Systems, pp. 86–99. June 2005. PDF, 198 Kbytes.
• Peter Spellward, Tim Kovacs, On the contribution of gene libraries to artificial immune systems. Proceedings of the Genetic and Evolutionary Computation Conference. ISBN 1-59593-010-8, pp. 313–319. June 2005. No electronic version available.
• Zengchang Qin, Jonathan Lawry, Decision Tree Learning with Fuzzy Labels. Information Sciences, 172. ISSN 0020-0255, pp. 91–129. June 2005. No electronic version available.
• J.M. Rossiter, T.H. Cao , Fril++and Its Applications. Chapter in Advances in Fuzzy Object-Orientated Database: Modelling and Applications. Z. Ma , (eds.). ISBN 1-59140-385-5, pp. 113–151. June 2005. No electronic version available.
• C.J. Burgess, M. Lefley, Can Genetic Programming improve Software Effort Estimation? A Comparative Evaluation. Chapter in Machine Learning Applications In Software Engineering: Series on Software Engineering and Knowledge Engineering. Du Zhang, Jeffrey J.P. Tsai, (eds.). ISBN 981-256-094-7, pp. 95–105. May 2005. No electronic version available.

2004

• Simon Price, A review of the state of the art in Machine Learning on the Semantic Web. , Department of Computer Science, University of Bristol. October 2004. PDF, 227 Kbytes.
• Oliver Ray, Krysia Broda, Alessandra Russo, A Hybrid Abductive Inductive Proof Procedure. Logic Journal of the IGPL, 12(5). ISSN 1367-0751 , pp. 371–397. September 2004. PDF, 351 Kbytes.
• Zengchang Qin, Jonathan Lawry, ROC Analysis of a Linguistic Decision Tree Merging Algorithm. 2004 UK Computational Intelligence. ISBN 1-874152-11-X, pp. 33–42. September 2004. No electronic version available.
• Jonathan Lawry, Dawei Han, Ian Cluckie, Fuzzy Rule Generation in Hydrological Modelling. Chapter in Soft Methodology and Random Information Systems. ISSN 16-15-3871, pp. 741–748. September 2004. No electronic version available.
• Soft Methodology and Random Information Systems. Miguel Lopez-Diaz, Maria A Gil, Przemyslaw Grzegorzewski, Olgierd Hyrniewicz, Jonathan Lawry, (eds.). Springer. ISSN 16-15-3871. September 2004. No electronic version available.
• James Marshall, Simon Tokumine, See how she runs: towards visualising artificial red queen evolution. Artificial Life IX: Proceedings of the Ninth International Conference on Artificial Life. ISBN 0-262-66183-7, pp. 334–339. September 2004. No electronic version available.
• Zengchang Qin, Tim Kovacs, Evolution of realistic hybrid auctions. Proceedings of the 2004 UK Workshop on Computational Intelligence (UKCI-04), pp. 43–50. September 2004. No electronic version available.
• T. Troscianko, A. Holmes, J. Stillman, M. Mirmehdi, D. Wright, Will They Have A Fight? The Predictability of Natural Behaviour Viewed Through CCTV Cameras. Perception, Vol 33, pp. 87–101. August 2004. PDF, 181 Kbytes.
• Jim W Hall, Jonathan Lawry, Generation, combination and extension of random set approximations to coherent lower and upper probabilities. Reliability Engineering and Systems Safety , 85(1-3). ISSN 0951-8320, pp. 89–101. July 2004. No electronic version available.
• Zengchang Qin, Jonathan Lawry, A Tree-Structured Classification Model Based on Label Semantic. Information Processing and Management of Uncertainty (IPMU 04). ISBN 88-87242-54-2. July 2004. No electronic version available.
• Nick Randon, Jonathan Lawry, Dawei Han, Ian Cluckie, River Flow Modelling Based on Fuzzy Labels. Information Processing and Management of Uncertainty (IPMU 04). ISBN 88-87242-54-2. July 2004. No electronic version available.
• J.M. Rossiter, The Rapid Elicitation of Knowledge About Images using Fuzzy Information Granules. Proceedings of the IEEE International Conference on Fuzzy sytems, Fuzz IEEE 2004. July 2004. No electronic version available.
• Annalisa Appice, Michelangelo Ceci, Simon Rawles, Peter Flach, Redundant feature elimination for multi-class problems. Proceedings of the 21st International Conference on Machine Learning (ICML 2004). Russ Greiner , Dale Schuurmans, (eds.). ISBN 1-58113-838-5, pp. 33–40. July 2004. PDF, 1056 Kbytes.
• Tim Kovacs, Manfred Kerber, High classification accuracy does not imply effective genetic search. Proceedings of the 2004 Genetic and Evolutionary Computation Conference (GECCO), LNCS Vol. 3102, pp. 785–796. July 2004. PDF, 314 Kbytes.
• Ines Gonzalez, Jonathan Lawry, Jim Baldwin, Induction and Fusion of Fuzzy Prototypes. International Journal of Uncertainty, Fuzziness and Knowledge-Based Systems, Vol. 12, No. 4 (2004) 409-446, 12(4), pp. 409–446. June 2004. No electronic version available.
• J. Lawry, A Framework for Linguistic Modelling. Artificial Intelligence, 155, pp. 1–39. June 2004. No electronic version available.
• Robert Perrons, James Marshall, Mike Stockman, Ken Platts, Assessing the value of trust in make-buy decisions for new technologies: an agent-based approach. Proceedings of the Fifth Workshop on Agent-Based Simulation, pp. 62–66. May 2004. No electronic version available.
• Elias Gyftodimos, Peter Flach, Hierarchical Bayesian Networks: An Approach to Classification and Learning for Structured Data.. Proceedings of Methods and Applications of Artificial Intelligence, Third Hellenic Conference on AI (SETN 2004). George A. Vouros, Themis Panayiotopoulos, (eds.). ISBN 3-540-21937-4, pp. 291–300. May 2004. PDF, 222 Kbytes. External information
• Imran Ghory, Reinforcement Learning in Board Games. CSTR-04-004, Department of Computer Science, University of Bristol. May 2004. PDF, 1072 Kbytes.
• Tim Kovacs, Bibliography of Real-World Classifier Systems Applications. Chapter in Applications of Learning Classifier Systems. ISBN 3-540-21109-8, pp. 300–305. April 2004. PDF, 118 Kbytes.
• Tim Kovacs, Rule Fitness and Pathology in Learning Classifier Systems. Evolutionary Computation , 12(1). ISSN 1063-6560, pp. 99–135. March 2004. PDF, 236 Kbytes.
• Martin Butz, Tim Kovacs, Pier Luca Lanzi, Stewart W. Wilson, Toward a Theory of Generalization and Learning in XCS. IEEE Transactions on Evolutionary Computation, 8(1). ISSN 1089-778X, pp. 28–46. February 2004. PDF, 932 Kbytes.
• James Marshall, Review of "The Structure of Evolutionary Theory" by S. J. Gould. Artificial Life, 10(1). ISSN 1064-5462, pp. 113–115. January 2004. No electronic version available.
• Tim Kovacs, Strength or Accuracy: Credit Assignment in Learning Classifier Systems. Springer-Verlag. ISBN 1-85233-770-2. January 2004. No electronic version available. External information

2003

• T. H. Cao, J. M. Rossiter, A Deductive Probabilistic and Fuzzy Object-Oriented Database Language. Fuzzy Sets and Systems, 140(1). ISSN 0165-0114, pp. 129–150. November 2003. No electronic version available.
• Mark-A. Krogel, Simon Rawles, Filip Zelezn�, Peter Flach, Nada Lavrač, Stefan Wrobel, Comparative evaluation of approaches to propositionalization. Proceedings of the 13th International Conference on Inductive Logic Programming (ILP'2003). Tamas Horvath, Akihiro Yamamoto, (eds.). ISBN 3-540-20144-0, pp. 194–217. October 2003. PDF, 171 Kbytes.
• Simon Price, A Review of the State of the Art of Machine Learning on the Semantic Web. Proceedings of 2003 UK Workshop on Computational Intelligence. ISSN 0862925371, pp. 292–299. September 2003. PDF, 120 Kbytes.
• Zengchang Qin, Jonathan Lawry, Lingusitic Decision Tree Induction. 2003 UK Workshop on Computational Intelligence. ISSN 0862925371, pp. 268–271. September 2003. No electronic version available.
• Nick Randon, Jonathan Lawry, A New Linguistic Prediction Method Based on Random Set Semantics. 2003 UK Workshop on Computational Intelligence. ISSN 0862925371, pp. 81–88. September 2003. No electronic version available.
• Jonathan Lawry, Jordi Recasens, A Random Set Model for Fuzzy Labels. Symbolic and Quantitative Approaches to Reasoning with Uncertainty. ISSN 0302-9743, pp. 357-36–. September 2003. No electronic version available.
• Elias Gyftodimos, Peter Flach, Learning Hierarchical Bayesian Networks for Human Skill Modelling. Proceedings of the 2003 UK Workshop on Computational Intalligence (UKCI-2003). Jonathan Rossiter, Trevor Martin, (eds.). ISSN 0862925371, pp. 55–62. September 2003. PDF, 79 Kbytes.
• James Marshall, Jonathan Rowe, Viscous populations and their support for reciprocal cooperation. Artificial Life, 9(3). ISSN 1064-5462, pp. 327–334. September 2003. No electronic version available.
• Alexandre Temporel, Tim Kovacs, A heuristic hill climbing algorithm for mastermind. Proceedings of the 2003 UK Workshop on Computational Intelligence (UKCI-03). ISSN 0862925371, pp. 189–196. September 2003. PDF, 109 Kbytes.
• James A. R. Marshall, Tim Kovacs, Anna R. Dornhaus, Nigel R. Franks, Simulating the evolution of ant behaviour in evaluating nest sites. Advances in Artificial Life - Proceedings of the 7th European Conference on Artificial Life (ECAL), pp. 643–650. August 2003. PDF, 120 Kbytes.
• Oliver Ray, HAIL: Hybrid Abductive Inductive Learning. Technical Rept. , Department of Computing, Imperial College London. July 2003. PDF, 1172 Kbytes.
• James Marshall, On the suitability of the 2 x 2 games for studying reciprocal cooperation and kin selection. CSTR-05-006, University of Bristol. June 2003. No electronic version available. External information
• Jim W Hall, Jonathan Lawry, Fuzzy Label Methods for Constructing Imprecise Limit State Functions. Structural Safety, 28. ISSN 0167-4730, pp. 317–341. June 2003. No electronic version available.
• Ines Gonzalez, Jonathan Lawry, Jim Baldwin, A Hierarchical Linguistic Clustering Algorithm for Prototype Induction. Chapter in Intelligent Systems for Information Processing. ISBN 0-444-51379-5, pp. 303–314. June 2003. No electronic version available.
• Modelling with Words. Jonathan Lawry, Jimi Shanahan, Anca Ralescu, (eds.). Springer. ISSN 0302-9743. June 2003. No electronic version available.
• Nick Randon, Jonathan Lawry, Probabilistic and Fuzzy methods for Information Fusion in Data Mining. Internation Journal of Intelligent Systems, 18. ISSN 0884-8173, pp. 609–631. June 2003. No electronic version available.
• Jonathan Lawry, Normalizing possibility distributions using t-norms. International Journal of Uncertainty, Fuzziness and Knowledge-Based Systems, 11(3). ISSN 0218-4885 , pp. 343–360. June 2003. No electronic version available.
• Proshun Sinha-Ray, Jonathan Carter, Tony Field, James Marshall, John Polak, Kimberly Schumacher, Dongping Song, John Woods, Jie Zhang, Container World: global agent-based modelling of the container transport business. Proceedings of the Fourth Workshop on Agent-Based Simulation, pp. 161–165. May 2003. No electronic version available.
• James Marshall, Jonathan Rowe, Kin selection may inhibit the evolution of reciprocation. Journal of Theoretical Biology, 222(3). ISSN 0022-5193, pp. 331–335. March 2003. No electronic version available.
• Ian Wright, James Marshall, The execution kernel of RC++: RETE*, a faster RETE with TREAT as a special case. International Journal of Intelligent Games and Simulation, 2(1). ISSN 1477-2043, pp. 36–48. February 2003. PDF, 198 Kbytes.
• J. M. Rossiter, Humanist Computing: Modelling with Words, Concepts, and Behaviours. Lecture Notes in Computer Science, 2873. ISSN 0302-9743, pp. 124–152. January 2003. No electronic version available.
• James Marshall, Review of "Conflicting Agents: Conflict Management in Multi-Agent Systems" by C. Tessier, L. Chaudron and H. J. Muller (eds.). Journal of Artificial Societies and Social Simulation, 8(4). ISSN 1460-7425. January 2003. No electronic version available.
• Tim Kovacs, Pier Luca Lanzi, The 2003 Learning Classifier Systems Bibliography. Chapter in Learning Classifier Systems. ISBN 3-540-20544-6, pp. 187–230. January 2003. No electronic version available.
• Tim Kovacs, XCS's Strength-Based Twin. Part II. Chapter in Learning Classifier Systems. ISBN 3-540-20544-6, pp. 81–98. January 2003. PDF, 374 Kbytes.
• Tim Kovacs, XCS's Strength-Based Twin. Part I. Chapter in Learning Classifier Systems. ISBN 3-540-20544-6, pp. 61–80. January 2003. PDF, 474 Kbytes.
• Tim Kovacs, Stuart I. Reynolds, A Proposal for Population-Based Reinforcement Learning. CSTR-03-001, Department of Computer Science, University of Bristol. January 2003. PDF, 184 Kbytes.

2002

• Jonathan Lawry, Label Prototypes for Data Analysis. 2002 UK Computational Intelligence Workshop. ISSN 0704423685. September 2002. No electronic version available.
• Jim W Hall, Jonathan Lawry, Random and Fuzzy Set Reliability Analysis. 28'th Conference on Coastal Engineering. ISBN 981-238-238-0, pp. 2335–2347. July 2002. No electronic version available.
• Ines Gonzalez, Jonathan Lawry, Jim Baldwin, A Hierarchical Linguistic Clustering Algorithm for Prototype Induction. Information Processing and Management of Uncertainty (IPMU 04). ISBN 2-9516453-5-X. July 2002. No electronic version available.
• Nick Randon, Jonathan Lawry, Linguistic Modelling Using a Semi-Naive Bayes Framework. Information Processing and Management of Uncertainty. ISBN 2-9516453-5-X. July 2002. No electronic version available.
• Jonathan Lawry, Jordi Recasens, Normalizacion de Distribuciones Posibilisticas Mediante T-Normas. ESTYLF 2002 . ISBN 84-7719-933-7. June 2002. No electronic version available.
• Jonathan Lawry, A New Calculus for Linguistic Prototypes in Data Analysis. Soft Methods in Probability, Statistics, and Data Analysis . ISSN 1615-3871, pp. 116–125. June 2002. No electronic version available.
• Peter Flach, Nada Lavrac, Learning in Clausal Logic: A Perspective on Inductive Logic Programming. Chapter in Computational Logic: Logic Programming and Beyond (Essays in Honour of Robert A. Kowalski). Antonis C. Kakas, Fariba Sadri, (eds.). ISBN 3 540 43959 5, pp. 437–471. June 2002. PDF, 366 Kbytes. External information
• Tim Kovacs, What should a classifier system learn and how should we measure it?. Journal of Soft Computing, 6 (3-4). ISSN 1432-7643, pp. 171–182. June 2002. No electronic version available.
• Tim Kovacs, Learning Classifier Systems Resources. Journal of Soft Computing, 6 (3-4). ISSN 1432-7643, pp. 240–243. June 2002. PDF, 133 Kbytes.
• Tim Kovacs, Performance and Population State Metrics for Rule-based Learning Systems. Proceedings of the 2002 Congress on Evolutionary Computation (CEC). David Fogel, (eds.), pp. 1781–1786. May 2002. PDF, 312 Kbytes.
• Tim Kovacs, Two Views of Classifier Systems. Chapter in Advances in Learning Classifier Systems. P. L. Lanzi, W. Stolzmann, S. W. Wilson, (eds.). ISBN 3-540-43793-2, pp. 74–87. April 2002. PDF, 203 Kbytes.
• Tim Kovacs, Strength or Accuracy: Credit Assignment in Learning Classifier Systems. PhD thesis. School of Computer Science. University of Birmingham. February 2002. No electronic version available. External information
• Peter A. Flach, Modern Logic and its Role in the Study of Knowledge. Chapter in A Companion to Philosophical Logic. Dale Jacquette, (eds.). ISBN 0-631-21671-5, pp. 680–693. January 2002. PDF, 259 Kbytes.

2001

• Colin J. Burgess, Ilesh Dattani, Gordon Hughes, John H. R. May , Using Influence Diagrams to aid the Management of Software Change. Requirements Engineering, 6 (4). ISSN 0947-3602, pp. 175–182. December 2001. No electronic version available.
• Colin J. Burgess, Martin Lefley, Can genetic programming improve software effort estimation? A comparative evaluation. Information and Software Technology, 43 (14). ISSN 0950-5849, pp. 863–873. December 2001. No electronic version available.
• Jonathan Lawry, Label Semantics: A Formal Framework for Modelling with Words. Symbolic and Quantitative Approaches to Reasoning with Uncertainty. ISBN 3-540-42464-4, pp. 374–384. September 2001. No electronic version available.
• Peter A. Flach, On the state of the art in machine learning: A personal review. Artificial Intelligence, 13 (1/2). ISSN 0004-3702, pp. 199–222. September 2001. PDF, 177 Kbytes. External information
• Tim Kovacs, Towards a Theory of Strong Overgeneral Classifiers. Chapter in Foundations of Genetic Algorithms 6. Worthy Martin, William Spears, (eds.), pp. 165–184. August 2001. PDF, 110 Kbytes.
• Martin V. Butz, Tim Kovacs, Pier Luca Lanzi, Stewart W. Wilson, How XCS Evolves Accurate Classifiers. Proceedings of the Genetic and Evolutionary Computation Conference (GECCO-2001). Lee Spector et al. , (eds.), pp. 927–934. July 2001. PDF, 284 Kbytes.
• Jonathan Lawry, An Alternative Approach to Computing with Words. International Journal of Uncertainty, Fuzziness and Knowledge Based Systems, 9(Suppl). ISSN 0218-4885, pp. 3–16. June 2001. No electronic version available.
• Jonathan Lawry, Possibilistic Normalisation and Reasoning Under Partial Inconsistency. International Journal of Uncertainty, Fuzziness and Knowledge-Based Systems, 9(4). ISSN 0218-4885 , pp. 413–436. June 2001. No electronic version available.
• Tim Kovacs, What should a classifier system learn?. Proceedings of the 2001 Congress on Evolutionary Computation (CEC). Jong-Hwan Kim, (eds.), pp. 775–782. May 2001. PDF, 113 Kbytes.
• Tim Kovacs, Pier Luca Lanzi, A Bigger Learning Classifier Systems Bibliography. Chapter in Advances in Learning Classifier Systems. P. L. Lanzi, W. Stolzmann, S. W. Wilson, (eds.), pp. 213–249. April 2001. No electronic version available. External information
• Tim Kovacs, Manfred Kerber, What Makes a Problem Hard for XCS?. Chapter in Advances in Learning Classifier Systems. P. L. Lanzi, W. Stolzmann, S. W. Wilson, (eds.), pp. 80–99. April 2001. PDF, 264 Kbytes.
• Susanne Hoche, Possibilistic Belief Revision - Foundations and Implementation. Tectum. ISBN 3-8288-5065-0. March 2001. No electronic version available.

2000

• Christophe Giraud-Carrier, A Note on the Utility of Incremental Learning. AI Communications, 13 (4). ISSN 0921-7126, pp. 215–223. December 2000. PDF, 82 Kbytes.
• Peter A. Flach, On the state of the art in Machine Learning: a personal review. CSTR-00-018, Department of Computer Science, University of Bristol. December 2000. PDF, 120 Kbytes.
• J. Shanahan, B. Thomas, M. Mirmehdi, T. Martin, N. Campbell, J. Baldwin, A Soft Computing Approach to Road Classification. Journal of Intelligent and Robotic Systems, 29 (4). ISSN 0921-0296, pp. 349–387. December 2000. No electronic version available. External information
• Ian Wright, James Marshall, RC++: a rule-based language for game AI. Proceedings of the First International Conference on Intelligent Games and Simulation (GAME-ON 2000). November 2000. PDF, 113 Kbytes.
• Ian Wright, James Marshall, Egocentric AI processing for computer entertainment: a real-time process manager for games. Proceedings of the First International Conference on Intelligent Games and Simulation (GAME-ON 2000). November 2000. PDF, 173 Kbytes.
• Peter A. Flach, Logical characterisations of inductive learning. Chapter in Handbook of defeasible reasoning and uncertainty management systems, Vol. 4: Abductive reasoning and learning. Dov M. Gabbay, Rudolf Kruse, (eds.). ISBN 0-7923-6565-8, pp. 155–196. October 2000. PDF, 510 Kbytes.
• Peter A. Flach, Antonis C. Kakas, On the relation between abduction and inductive learning. Chapter in Handbook of defeasible reasoning and uncertainty management systems, Vol. 4: Abductive reasoning and learning. Dov M. Gabbay, Rudolf Kruse, (eds.). ISBN 0-7923-6565-8, pp. 5–36. October 2000. PDF, 541 Kbytes.
• Peter A. Flach, The use of functional and logic languages in machine learning. Ninth International Workshop on Functional and Logic Programming (WFLP2000)�. Maria Alpuente, (eds.), pp. 225–237. September 2000. PDF, 66 Kbytes.
• Ahmed Guessoum, John P. Gallagher, Abductive reasoning with knowledge bases for context modelling. Chapter in Abduction, Belief and Context in Dialogue. H. Bunt, W. Black, (eds.). ISBN 1 55619 794 2 , pp. 275–288. September 2000. No electronic version available.
• The Proceedings of the 11th Bristish Machine Vision Conference. Majid Mirmehdi, Barry Thomas, (eds.). BMVA Press. ISBN 1 901725 13 8. September 2000. No electronic version available. External information
• Hilan Bensusan, Induction and reason: Cognitive tendencies under the tribunal of experience. Proceedings of the 23rd International Wittgenstein Symposium. ISSN 1022-3398, pp. 77–84. September 2000. PDF, 91 Kbytes.
• James Marshall, Jonathan Rowe, Investigating the mechanisms underlying cooperation in viscous population multi-agent systems. Proceedings of the Seventh International Conference on Artificial Life. ISBN 0-262-52290-X, pp. 348–352. August 2000. PDF, 114 Kbytes.
• Tim Kovacs, Manfred Kerber, What makes a problem hard for XCS?. Proceedings of the Third International Workshop on Learning Classifier Systems (IWLCS-2000), in the Joint Workshops of SAB 2000 and PPSN 2000. Pier Luca Lanzi, Wolfgang Stolzmann, Stewart W. Wilson, (eds.). July 2000. No electronic version available. External information
• Tim Kovacs, Manfred Kerber, Some dimensions of problem complexity for XCS. Proceedings of the GECCO-2000 Graduate Student Workshop. Annie S. Wu, (eds.). July 2000. No electronic version available. External information
• Peter Flach, Antonis Kakas, The cycle of abductive and inductive knowledge development. Proceedings of the Machine Intelligence 17 workshop. K. Furukawa, S. Muggleton, D. Michie, L. De Raedt, (eds.), pp. 17–24. July 2000. PDF, 42 Kbytes.
• Peter A. Flach, Nada Lavrac, The role of feature construction in inductive rule learning. Proceedings of the ICML2000 workshop on Attribute-Value and Relational Learning: crossing the boundaries. Luc De Raedt, Stefan Kramer, (eds.), pp. 1–11. July 2000. PDF, 64 Kbytes.
• Peter A. Flach, Nicolas Lachiche, Decomposing probability distributions on structured individuals. Work-in-Progress Reports of the 10th International Conference on Inductive Logic Programming. James Cussens, Alan Frisch, (eds.), pp. 96–106. July 2000. PDF, 69 Kbytes.
• Christophe Giraud-Carrier, Unifying Learning with Evolution Through Baldwinian Evolution and Lamarckism: A Case Study. Proceedings of the Symposium on Computational Intelligence and Learning (CoIL-2000). ISSN 0, pp. 36–41. June 2000. PDF, 34 Kbytes.
• Peter A. Flach, Nicolas Lachiche, Decomposing probability distributions on structured individuals. Proceedings of the ECML2000 workshop on Dealing with Structured Data in Machine Learning and Statistics. Paula Brito, Joaquim Costa, Donato Malerba, (eds.), pp. 33–43. May 2000. PDF, 68 Kbytes.
• Peter A. Flach, On the logic of hypothesis generation. Chapter in Abduction and induction: essays on their relation and integration. Peter A. Flach, Antonis C. Kakas, (eds.). ISBN 0-7923-6250-0, pp. 89–106. April 2000. No electronic version available. External information
• Peter A. Flach, Antonis C. Kakas, Abductive and inductive reasoning: background and issues. Chapter in Abduction and induction: essays on their relation and integration. Peter A. Flach, Antonis C. Kakas, (eds.). ISBN 0-7923-6250-0, pp. 1–27. April 2000. No electronic version available. External information
• Colin J. Burgess , Using Artificial Intelligence to solve problems in Software Quality Management. 8th International Conference on Software Quality Management(SQM2000), Software Quality Management VIII. ISBN 1-902505-25-5, pp. 77–89. April 2000. No electronic version available.
• Abduction and Induction: Essays on their relation and integration. Peter A. Flach, Antonis C. Kakas, (eds.). Kluwer Academic Publishers. ISBN 0-7923-6250-0. April 2000. No electronic version available. External information
• Tim Kovacs, Pier Luca Lanzi, A Learning Classifier Systems Bibliography. Chapter in Learning Classifier Systems. From Foundations to Applications. P. L. Lanzi, W. Stolzmann, S. W. Wilson, (eds.), pp. 321–347. March 2000. No electronic version available. External information
• Tim Kovacs, Strength or Accuracy? Fitness Calculation in Learning Classifier Systems. Chapter in Learning Classifier Systems. From Foundations to Applications. P. L. Lanzi, W. Stolzmann, S. W. Wilson, (eds.), pp. 143–160. March 2000. PDF, 203 Kbytes.
• Rafal Bogacz, Christophe Giraud-Carrier, A Novel Modular Neural Architecture for Rule-based and Similarity-based Reasoning. Chapter in Hybrid Neural Systems, LNAI 1778. S. Wermter, R. Sun, (eds.), pp. 63–77. March 2000. PDF, 229 Kbytes.
• Edward Ross, Intelligent User Interfaces: Survey and Research Directions. CSTR-00-004, Department of Computer Science, University of Bristol. March 2000. PDF, 208 Kbytes.
• Ljupco Todorovski, Peter Flach, Nada Lavrac, A report on experiments with weighted relative accuracy in CN2. CSTR-00-003, Department of Computer Science, University of Bristol. March 2000. PDF, 202 Kbytes.
• Nada Lavrac, Peter Flach, An extended transformation approach to Inductive Logic Programming. CSTR-00-002, Department of Computer Science, University of Bristol. March 2000. PDF, 166 Kbytes.

1999

• Peter A. Flach, Iztok Savnik, Database dependency discovery: a machine learning approach. AI Communications, 12 (3). ISSN 0921-7126, pp. 139–160. November 1999. No electronic version available. External information
• J. Shanahan, B. Thomas, M. Mirmehdi, N. Campbell, T.Martin, J. Baldwin, Road Recognition using Fuzzy Classifiers. Proceedings of the 10th British Machine Vision Conference. ISBN 1 901725 09 X, pp. 432–442. September 1999. PDF, 296 Kbytes.
• M. R. Everingham, B. T. Thomas, T. Troscianko, Head-mounted Mobility Aid for Low Vision using Scene Classification Techniques. The International Journal of Virtual Reality, 3 (4). ISSN 1081-1451, pp. 3–12. August 1999. PDF, 484 Kbytes.
• Tim Kovacs, Deletion Schemes for Classifier Systems. Proceedings of the Genetic and Evolutionary Computation Conference (GECCO 99). W. Banzhaf, J. Daida, A. E. Eiben, M. H. Garzon, V. Honavar, M. Jakiela, R. E. Smith, (eds.), pp. 329–336. July 1999. PDF, 388 Kbytes.
• J. Shanahan, J. Baldwin, B. Thomas, T. Martin, N. Campbell, M. Mirmehdi, Transitioning from recognition to understanding in vision using additive cartesian granule feature models. Proceedings of the 18th International Conference of the North American Fuzzy Information Processing Society. ISBN 0-7803-5211-4, pp. 710–714. June 1999. PDF, 88 Kbytes.
• C. J. Burgess, I. Dattani, G. Hughes, J. H. R. May, K. Rees, Using Influence Diagrams in Software Change Management. 7th International Conference on Software Quality Management (SQM'99), Software Quality Management VII. ISBN 1 902505 06 9, pp. 177–187. March 1999. PDF, 122 Kbytes.
• Peter A. Flach, Nada Lavrac, Blaz Zupan, Decompositions, dependencies, and Bayesian networks. CSTR-99-001, Department of Computer Science, University of Bristol. February 1999. PDF, 21 Kbytes.

1998

• M R Everingham, B T Thomas, T Troscianko, D Easty, Neural-network virtual reality mobility aid for the severely visually impaired. Proceedings of the 2nd European Conference on Disability, Virtual Reality and Associated Technologies. ISBN 0 7049 1141 8, pp. 183–192. September 1998. PDF, 573 Kbytes.
• Peter A. Flach, Antonis Kakas, . , . August 1998. No electronic version available. External information
• M Everingham, T Troscianko, B Thomas, N Karia, D Easty, A neural-network virtual-reality mobility aid for the severely visually impaired. European Conference on Visual Perception 1998, Perception Vol 27 Supplement. ISSN 0301-0066, pp. 14–14. August 1998. No electronic version available.
• Claire J. Kennedy, Evolutionary higher order concept learning. Late Breaking Papers at the Genetic Programming 1998 Conference, pp. 113–113. July 1998. PDF, 8 Kbytes.
• Peter A. Flach, Antonis Kakas, Abduction and Induction in AI: Report of the IJCAI�97 workshop. Logic Journal of the Interest Group on Pure and Applied Logic, 6 (4). ISSN 1367-0751, pp. 651–656. July 1998. No electronic version available. External information
• Peter Flach, Comparing consequence relations. Principles of Knowledge Representation and Reasoning: Proceedings of the Sixth International Conference (KR'98). ISBN 1-55860-554-1, pp. 180–189. June 1998. PDF, 71 Kbytes.

1997

• Peter A. Flach, Inductive Logic Databases: from extensional to intensional knowledge. 5th International Conference on Deductive and Object-Oriented Databases (DOOD'97). F. Bry, R. Ramakrishnan, K. Ramamohanarao, (eds.). ISBN 3-540-63792-3, pp. 3–3. December 1997. No electronic version available.
• Peter A. Flach, Antonis Kakas, Abductive and inductive reasoning: report of the ECAI'96 workshop. Logic Journal of the Interest Group on Pure and Applied Logic, 5 (5). ISSN 1367-0751, pp. 773–778. September 1997. No electronic version available. External information
• Tim Kovacs, XCS Classifier System Reliably Evolves Accurate, Complete, and Minimal Representations for Boolean Functions.. Chapter in Soft Computing in Engineering Design and Manufacturing. Roy, Chawdhry, Pant, (eds.), pp. 59–68. August 1997. PDF, 269 Kbytes.
• Peter A. Flach, Antonis Kakas, Proceedings of the IJCAI'97 workshop on Abduction and Induction in AI. CSTR-97-004, Department of Computer Science, University of Bristol. August 1997. No electronic version available. External information
• Peter A. Flach, Comparing consequence relations. Proceedings of the Third Dutch/German Workshop on Nonmonotonic Reasoning Techniques and their Applications. ISSN 0946-011X, pp. 130–138. January 1997. No electronic version available.

1996

• Peter A. Flach, Abduction and induction: syllogistic and inferential perspectives. Proceedings of the ECAI'96 workshop on Abductive and Inductive Reasoning. Peter A. Flach, Antonis Kakas, (eds.), pp. 31–35. August 1996. No electronic version available. External information
• Peter A. Flach, Antonis Kakas, . , . August 1996. No electronic version available. External information
• Kerstin Eder, Steffen Holldobler, Michael Thielscher, An Abstract Machine for Reasoning about Situations, Actions, and Causality. 5th International Workshop on Extensions of Logic Programming, Lecture Notes in Artificial Intelligence 1050. ISBN 3-540-60983-0, pp. 137–151. March 1996. PDF, 182 Kbytes.
• Peter Flach, Rationality postulates for induction. Rationality and Knowledge: Proceedings of the Sixth Conference (TARK 1996). ISBN 1-55860-417-0, pp. 267–281. March 1996. PDF, 49 Kbytes.

1995

• Kerstin Eder, A resource-oriented deductive approach towards hierarchical planning. PhD thesis. Technische Universitat Dresden, Fakultat Informatik. May 1995. PDF, 468 Kbytes.
• Peter Flach, Conjectures -- an inquiry concerning the logic of induction. Institute for Language Technology and Artificial Intelligence. ISBN 90-9008119-4. April 1995. No electronic version available. External information

1994

• Peter Flach, Simply Logical. John Wiley. ISBN 0-471-94152-2. April 1994. No electronic version available. External information

1991

• Future directions in Artificial Intelligence. P. A. Flach, R. A. Meersman, (eds.). North-Holland. ISBN 0 444 89048 3. March 1991. No electronic version available.