Publications by Christophe Giraud-Carrier

This is a list of all publications (co-)authored by Christophe Giraud-Carrier that are contained in the publications database of the Department of Computer Science, University of Bristol. To perform an alternative search of the publications database, please go to the publications database home page.

2001

• Y. Peng, P. Flach, Soft Discretization to Enhance the Continuous Decision Tree Induction. Integrating Aspects of Data Mining, Decision Support and Meta-Learning. Christophe Giraud-Carrier, Nada Lavrac, Steve Moyle, (eds.), pp. 109–118. September 2001. No electronic version available. External information
• Thomas Gartner, Shaomin Wu, Peter A. Flach, Data Mining on the Sisyphus Dataset: Evaluation and Integration of Results. Integrating Aspects of Data Mining, Decision Support and Meta-Learning. Christophe Giraud-Carrier, Nada Lavrac, Steve Moyle, (eds.), pp. 69–80. September 2001. No electronic version available. External information

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.
• Hilan Bensusan, Christophe Giraud-Carrier, Discovering task neighbourhoods through landmark learning performances. Proceedings of the 4th European Conference on Principles and Practice of Knowledge Discovery in Databases. D. Zighed, J. Komorowski, J. Zytkow, (eds.). ISBN 3-540-41066-X, pp. 325–331. September 2000. PDF, 129 Kbytes.
• Hilan Bensusan, Christophe Giraud-Carrier, Harmonia loosely praestabilita: discovering adequate inductive strategies. Proceedings of the 22nd Annual Meeting of the Cognitive Science Society, pp. 609–614. August 2000. PDF, 153 Kbytes.
• A. F. Bowers, C. Giraud-Carrier, J. W. Lloyd, Classification of Individuals with Complex Structure. Proceedings of the Seventeenth International Conference on Machine Learning (ICML'2000). ISBN 1-55860-707-2, pp. 81–88. June 2000. PDF, 131 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.
• Hilan Bensusan, Christophe Giraud-Carrier, Claire Kennedy, A higher-order approach to meta-learning. Proceedings of the ECML'2000 workshop on Meta-Learning: Building Automatic Advice Strategies for Model Selection and Method Combination, pp. 109–117. June 2000. PDF, 172 Kbytes.
• Hilan Bensusan, Christophe Giraud-Carrier , Casa Batlo is in Passeig de Gracia or landmarking the expertise space. Proceedings of the ECML'2000 workshop on Meta-Learning: Building Automatic Advice Strategies for Model Selection and Method Combination, pp. 29–47. June 2000. PDF, 186 Kbytes.
• Hilan Bensusan, Christophe Giraud-Carrier, Bernhard Pfahringer, What works well tells us what works better.. Proceedings of ICML'2000 workshop on What Works Well Where, pp. 1–8. June 2000. PDF, 128 Kbytes.
• Bernhard Pfahringer, Hilan Bensusan, Christophe Giraud-Carrier, Meta-learning by landmarking various learning algorithms. Proceedings of the Seventeenth International Conference on Machine Learning, ICML'2000. ISBN 1-55860-707-2, pp. 743–750. June 2000. PDF, 144 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.

1999

• R. MacKinney-Romero, C. Giraud-Carrier, Learning from Highly Structured Data by Decomposition. Proceedings of the Third European Conference on Principles of Data Mining and Knowledge Discovery (PKDD99). ISBN 3-540-66490-4, pp. 436–441. September 1999. PDF, 151 Kbytes.
• Claire J. Kennedy, C. Giraud-Carrier, D. W. Bristol, Predicting Chemical Carcinogenesis Using Structural Information Only. Third European Conference on the Principles of Data Mining and Knowledge Discovery. ISBN 3-540-66490-4, pp. 360–365. September 1999. PDF, 141 Kbytes.
• C. Giraud-Carrier, I. Dattani, S. Corley, Case Base Management through Induction. Proceedings of the IJCAI99 Workshop on Automating the Construction of Case Based Reasoners, pp. 44–49. August 1999. PDF, 115 Kbytes.
• C. J. Kennedy, C. Giraud-Carrier, A Depth Controlling Strategy for Strongly Typed Evolutionary Programming. GECCO 1999: Proceedings of the First Annual Conference, pp. 1–6. July 1999. PDF, 46 Kbytes.
• D. Lock, C. Giraud-Carrier, Evolutionary Programming of Near-Optimal Neural Networks. Proceedings of the Fourth International Conference on Artificial Neural Networks and Genetic Algorithms (ICANNGA99). ISBN 3-211-83364-1, pp. 302–306. April 1999. No electronic version available.
• Claire J. Kennedy, Christophe Giraud-Carrier, An Evolutionary Approach to Concept Learning with Structured Data. Proceedings of the fourth International Conference on Artificial Neural Networks and Genetic Algorithms, pp. 1–6. April 1999. PDF, 33 Kbytes.

1998

• P. A. Flach, C. Giraud-Carrier, J. W. Lloyd, Strongly Typed Inductive Concept Learning. 8th International Conference on Inductive Logic Programming (ILP-98). ISBN 3-540-64738-4, pp. 185–194. July 1998. No electronic version available. External information
• Christophe Giraud-Carrier, Beyond Predictive Accuracy: What? . ECML'98 Workshop Notes - Upgrading Learning to the Meta-Level: Model Selection and Data Transformation, pp. 78–85. April 1998. PDF, 130 Kbytes.
• Rafal Bogacz, Christophe Giraud-Carrier, Learning Meta-Rules of Selection in Expert Systems. Proceedings of the Fourth World Congress on Expert Systems. ISBN 1-882345-22-3, pp. 576–581. March 1998. PDF, 52 Kbytes.
• Christophe Giraud-Carrier, Stephen Corley, Inductive CBR for Customer Support. Proceedings of the Second International Conference on the Practical Application of Knowledge Discovery and Data Mining. ISBN 0-9525554-9-2, pp. 131–141. March 1998. PDF, 43 Kbytes.

1997

• Rafal Bogacz, Christophe Giraud-Carrier, Supervised Competitive Learning for Finding Positions of Radial Basis Functions. Proceedings of the Third Conference on Neural Networks and Their Applications. ISBN 83-90-85-87-03, pp. 701–706. October 1997. PDF, 50 Kbytes.
• A. F. Bowers, C. Giraud-Carrier, C. Kennedy, J. W. Lloyd, R. MacKinney-Romero, A Framework for Higher-Order Inductive Machine Learning. Proceedings of the COMPULOGNet Area Meeting on Representation Issues in reasoning and Learning, pp. 19–25. September 1997. PDF, 153 Kbytes.
• Christophe Giraud-Carrier, Mike Ward, Learning Customer Profiles to Generate Cash over the Internet. Proceedings of the Third International Workshop on Applications of Neural Networks to Telecommunications (IWANNT'97). ISBN 0-8058-2900-8, pp. 165–170. June 1997. PDF, 106 Kbytes.
• Ben Burdsall, Christophe Giraud-Carrier, GA-RBF: A Self-Optimising RBF Network. Proceedings of the Third International Conference on Artificial Neural Networks and Genetic Algorithms (ICANNGA'97), pp. 348–351. April 1997. PDF, 145 Kbytes.
• Ben Burdsall, Christophe Giraud-Carrier, Evolving Fuzzy Prototypes for Efficient Data Clustering. Proceedings of the Second International ICSC Symposium on Fuzzy Logic and Applications (ISFL'97). ISBN 3-906454-03-7, pp. 217–223. February 1997. PDF, 61 Kbytes.

1996

• Christophe Giraud-Carrier, FLARE: Induction with Prior Knowledge. Research and Development in xpert Systems XIII (Proceedings of Expert Systems'96). ISBN 1 899621 13 X, pp. 11–24. December 1996. PDF, 45 Kbytes.

1995

• Christophe Giraud-Carrier, Tony Martinez, An Integrated Framework for Learning and Reasoning. Journal of Artificial Intelligence Research, 3 (1). ISSN 1076-9757, pp. 147–185. December 1995. PDF, 338 Kbytes.
• Christophe Giraud-Carrier, Tony Martinez, AA1*: A Dynamic Incremental Network that Learns by Discrimination. Proceedings of the Second International Conference on Artificial Neural Networks and Genetic Algorithms (ICANNGA'95). ISBN 3-211-82692-0, pp. 45–48. April 1995. PDF, 107 Kbytes.
• Christophe Giraud-Carrier, Tony Martinez, Analysis of the Convergence and Generalization of AA1. Journal of Parallel and Distributed Computing, 26 (1). ISSN 0743-7315, pp. 125–131. April 1995. PDF, 50 Kbytes.
• Christophe Giraud-Carrier, Tony Martinez, ILA: Combining Inductive Learning with Prior Knowledge and Reasoning. CSTR-95-003, Department of Computer Science, University of Bristol. March 1995. PDF, 81 Kbytes.
• Christophe Giraud-Carrier, Tony Martinez, An Efficient Metric for Heterogeneous Inductive Learning Applications in the Attribute-Value Language. Intelligent Systems (Proceedings of GWIC'94), pp. 341–350. January 1995. PDF, 49 Kbytes.

1994

• Christophe Giraud-Carrier, Tony Martinez, An Incremental Learning Model for Commonsense Reasoning. Proceedings of the Seventh International Symposium on Artificial Intelligence (ISAI'94), pp. 134–141. October 1994. PDF, 52 Kbytes.
• Christophe Giraud-Carrier, A Reconfigurable Data Flow Machine for Implementing Functional Programming Languages. SIGPLAN Notices, 29 (9). ISSN 0, pp. 22–28. September 1994. PDF, 40 Kbytes.
• Christophe Giraud-Carrier, Tony Martinez, Seven Desirable Properties for Artificial Learning Systems. Proceedings of the Seventh Florida AI Research Symposium (FLAIRS'94). ISBN 0-9620-1736-1, pp. 16–20. May 1994. PDF, 23 Kbytes.

1993

• Christophe Giraud-Carrier, Tony Martinez, Using Precepts to Augment Training Set Learning. Proceedings of the First New Zealand International Two-Stream Conference on Artificial Neural Networks and Expert systems (ANNES'93). ISBN 0-8186-4260-2, pp. 46–51. November 1993. PDF, 41 Kbytes.
• Tony Martinez, Cory Barker, Christophe Giraud-Carrier, A Generalizing Adaptive Discriminant Network. Proceedings of the First World Congress on Neural Networks (WCNN'93), Vol. 1, pp. 613–616. September 1993. PDF, 15 Kbytes.
• Christophe Giraud-Carrier, Scott N. Woodfield, David W. Embley, State Nets: An Expressively Efficient Behavioral Model. Proceedings of the Twelfth Annual IEEE International Phoenix Conference on Computers and Communication (IPCCC'93). ISBN 0-7803-0922-7, pp. 571–577. March 1993. PDF, 40 Kbytes.