Symbolic explanation of similarities in case-based reasoning

Computing and Informatics

Volumn 25, Issue 2-3, 2006, Pages 153-171

  Armengol, Eva ^a   Plaza, Enric ^a  

^a ARTIFICIAL INTELLIGENCE RESEARCH INSTITUTE IIIA CSIC   (Spain)

Author keywords

Case based reasoning; Explanation; Symbolic similarity

Indexed keywords

EID: 33746049832     PISSN: 13359150     EISSN: None     Source Type: Journal    
DOI: None     Document Type: Article

References (16)

1. AMBS, S. - NEUMANN, H. G.: Acute and Chronic Toxicity of Aromatic Amines Studied in the Isolated Perfused Rat Liver. Toxicol. Applied Pharmacol. Vol. 139, pp. 186-194, 1996.
2. ARMENGOL, E. - PLAZA, E.: Bottom-Up Induction of Feature Terms. Machine Learning Journal, Vol. 41, 2000, No. 1, pp. 259-294.
3. rd Int. Conf. on Machine Learning and Data Mining MLDM-03, No. 2734 in Lecture Notes in Artificial Intelligence, pp. 121-130. Springer-Verlag, 2003.
4. ARMENGOL, E. - PLAZA, E.: An Ontological Approach to Represent Molecular Structure Information, In J. L. Oliveira et al., editors, Biological and Medical Data Analysis, ISBMDA 05, Lecture Notes in Computer Science, pp. 294-304, Springer, 2005.
5. BELANGER, M. - MARTEL, J. M.: An Automated Explanation Approach for a Decision Support System Based on MCDA. AAAI Fall Symposium on Explanation-Aware Computing, pp. 21-34, AAAI Press, 2005.
6. BRIDGE, D. - CUMMINS, L.: Knowledge Lite Explanation Oriented Retrieval. In AAAI Fall Symposium on Explanation-Aware Computing, pp. 35-42. AAAI Press, 2005.
7. CASSENS, J.: Knowing What to Explain and When. In Proceedings of the ECCBR 2004 Workshops, Technical Report 142-04, pp. 97-104. Departamento de Sistemas Informáticos y Programación, Universidad Complutense de Madrid, Madrid, Spain, 2004.
8. th International Conference on Case-Based Reasoning (ICCBR 2003), pp. 122-130, Springer, 2003.
9. DOYLE, D. - TSYMBAL, A. - CUNNINGHAM, P.: A Review of Explanation and Explanation in Case-Based Reasoning. In Technical report TCD-CS-2003-41, Department of computer Science. Trinity college, Dublin, 2003.
10. HELMA, C. - KRAMER, S.: A Survey of the Predictive Toxicology Challenge 2000-2001. Bioinformatics, pp. 1179-1200, 2003.
11. LEAKS, D. B.: Issues in Goal-Driven Explanation. Proceedings of the AAAI Spring Symposium on Goal-Driven Learning, pp. 72-79, 1994.
12. MCCARTHY, K. - REILLY, J. - MCGINTY, L. - SMYTH, B.: Thinking Positively - Explanatory Feedback for Conversational Recommender Systems. In Proceedings of the ECCBR 2004 Workshops, Technical Report 142-04, pp. 115-124. Departamento de Sistemas Informáticos y Programación, Universidad Complutense de Madrid, Madrid, Spain, 2004.
13. MCSHERRY, D.: Explanation in Recommender Systems. Artificial Intelligence Review, Vol. 24, 2005, pp. 179-197.
14. MITCHELL, T. M.: Generalization as Search. Artificial Intelligence, Vol. 2, 1982, pp. 203-226.
15. PLAZA, E. - ARMENGOL, E. - ONTAÑÓN, S.: The Explanatory Power of Symbolic Similarity in Case-Based Reasoning. Artificial Intelligence Review, Special Issue on Explanation in Case-based Reasoning, Vol. 24, 2005, pp. 145-161.
16. SORENSEN, R. U.: Allergenicity and Toxicity of Amines in Foods. In Proceedings of the IFT 2001 Annual Meeting, New Orleans, Louisiana, 2001.