Decision-theoretic case-based reasoning

IEEE Transactions on Systems, Man, and Cybernetics Part A:Systems and Humans.

Volumn 26, Issue 6, 1996, Pages 838-842

  Breese, John S ^a   Heckerman, David ^a  

^a MICROSOFT RESEARCH   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

DATABASE SYSTEMS; FAILURE ANALYSIS; INFORMATION RETRIEVAL SYSTEMS; KNOWLEDGE ACQUISITION; KNOWLEDGE BASED SYSTEMS; MATHEMATICAL MODELS; PROBABILITY; PROBLEM SOLVING; REPAIR; STATISTICAL METHODS;

BAYESIAN NETWORK; DECISION THEORETIC CASE BASED REASONING; DECISION THEORETIC TROUBLESHOOTING;

DECISION THEORY;

EID: 0030286577     PISSN: 10834427     EISSN: None     Source Type: Journal    
DOI: 10.1109/3468.541343     Document Type: Article

References (13)

1. B. P. Allen, "Case-based reasoning: Business applications," Commun. ACM, vol. 37, no. 3, pp. 40-42, 1994.
2. P. G. Anick, "Integrating natural language processing and information retrieval in a troubleshooting help desk," IEEE Expert, pp. 9-17, Dec. 1993.
3. J. S. Breese, "Construction of belief and decision networks," Computat. Intell., vol. 8, no. 4, pp. 624-648, Nov. 1992.
4. J. de Kleer and B. Williams, "Diagnosing multiple faults," Artif. Intell., vol. 32, no. 1, pp. 97-130, 1987.
5. D. Geiger, T. Verma, and J. Pearl, "Identifying independence in Bayesian networks," Networks, vol. 20, pp. 507-534, 1990.
6. D. Heckerman, "Causal independence for knowledge acquisition and inference," in Proc. 9th Conf. on Uncertainty in Artificial Intelligence, 1993, pp. 122-127.
7. D. Heckerman and J. Breese, "A new look at causal independence," in Proc. 10th Conf. on Uncertainty in Artificial Intelligence, 1994, pp. 286-292.
8. D. Heckerman, J. Breese, and K. Rommelse, "Sequential troubleshooting under uncertainty," Tech. Rep. MSR-TR-94-07, Microsoft Research, Redmond, WA, 1994.
9. _, "Troubleshooting under uncertainty," Commun. ACM, vol. 38, no. 3, pp. 49-57, 1995.
10. D. Heckerman, E. Horvitz, and B. Nathwani, "Toward normative expert systems: Part I - The Pathfinder project," Meth. Inform. Medicine, vol. 31, pp. 90-105, 1992.
11. J. Kolodner, Case-Based Reasoning. San Mateo, CA: Morgan Kaufman, 1993.
12. J. Pearl, Probabilistic Reasoning in Intelligent Systems. San Mateo, CA: Morgan Kaufman, 1988.
13. G. Salton, J. Allan, and C. Buckley, "Automatic structuring and retrieval of large text files," Commun. ACM, vol. 37, no. 2, pp. 97-108, 1994.