Using case differences for regression in CBR systems

Research and Development in Intelligent Systems XXII - Proceedings of AI 2005, the 25th SGAI International Conference on Innovative Techniques and Applications of Artificial Intelligence

Volumn , Issue , 2006, Pages 219-232

  McDonnell, Neil ^a   Cunningham, Pádraig ^a  

^a TRINITY COLLEGE DUBLIN   (Ireland)

Author keywords

[No Author keywords available]

Indexed keywords

INTELLIGENT SYSTEMS;

ADAPTATION KNOWLEDGE; CASE BASE; CASE BASED REASONING SYSTEMS; CBR SYSTEMS; EXPERIMENTAL EVIDENCE; REAL WORLD DOMAIN; ROBUST PERFORMANCE;

CASE BASED REASONING;

EID: 84881442717     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1007/978-1-84628-226-3_17     Document Type: Conference Paper

References (11)

1. Aamodt A and Plaza E. Case-based reasoning : Foundational issues, methodological variations, and system approaches. AI Communications 1994,7(i):39-59
2. Leake D., Kinley A, and Wilson D. Learning to Improve Case Adaptation by Introspective Reasoning and CBR. In: Proceedings of the First International Conference on Case-Based Reasoning. Springer Verlag, 1995
3. Bartsch-Spörl B., Lenz M., and Hübner A Case-Based Reasoning: Survey and Future Directions. In: Proceedings ofXPS-99, volume 1570 ofLNCS, pp.67-89. Springer, 1999
4. Wilke W., Vollrath I., AlthoffK.-D, and Bergmann R. A framework for learning adaptation knowledge based on knowledge light approaches. In Proceedings of the 5th German Workshop on Case-Based Reasoning, 1997
5. Richter M. Introduction. In: Wess S., Lenz M., Bartsch-Sperl B., and H.D. Burkhard H. D. (Eds.) Case-Based Reasoning Technology: From Foundations to Applications, LNAI 1400. Springer, 1998
6. Hanney K. and Keane M. Learning Adaptation Rules from a Case-Base. In: Proceedings ofthe Third European Workshop on Case-based Reasoning. Springer Verlag, 1996
7. Atkeson C., Moore A, and Schaal S. Locally weighted learning. AI Review, 1996
8. McSherry D. An adaptation heuristic for case-based estimation. In: Proceedings of the 4th European Workshop on Case-Based Reasoning. Springer, 1998
9. Hettich S., Blake C.L., and Merz C.J. UCI Repository of machine learning databases. University of California, Irvine, CA, 1998
10. Jarmulak J., Craw S., and Rowe R. Using Case-Base Data to Learn Adaptation Knowledge for Design. In: Proceedings of the 17dt International Conference on Artificial Intelligence. Morgan Kaufmann, 2001
11. Wiratunga N., Craw S., Rowe R. Learning to Adapt for Case-Based Design. In: Proceedings of the 6dt European Conference on Case-Based Reasoning. Springer, 2002