Subjective Bayesian methods for rule-based inference systems

AFIPS Conference Proceedings - 1976 National Computer Conference AFIPS 1976

Volumn , Issue , 1976, Pages 1075-1082

  Duda, Richard O ^a   Hart, Peter E ^a   Nilsson, Nils J ^a  

^a SRI INTERNATIONAL   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

INFERENCE ENGINES;

BAYESIAN INFERENCE; BAYESIAN METHODS; HUMAN EXPERT; INFERENCE SYSTEMS; RULE-BASED INFERENCE; STATISTICAL SAMPLES;

BAYESIAN NETWORKS;

EID: 85041862265     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1145/1499799.1499948     Document Type: Conference Paper

References (8)

1. Hadley, G., Introduction to Probability and Statistical Decision Theory, Holden-Day, San Francisco, California, 1967.
2. Raiffa, H., Decision Analysis, Addison-Wesley, New York, New York, 1968.
3. Waterman, D. A., "Generalization Learning Techniques for Automating the Learning of Heuristics", Artificial Intelligence, Vol. 1, pp. 121-170, Spring 1970.
4. Shortliffe, E. H., MYCIN: A Rule-Based Computer Program for Advising Physicians Regarding Antimicrobial Therapy Selection, Stanford Artificial Intelligence Laboratory Memo AIM-251, Stanford University, Stanford, California, October 1974.
5. Shortliffe, E. H. and B. G. Buchanan, "A Model of Inexact Reasoning in Medicine", Mathematical Biosciences, Vol. 23, pp. 351-379, 1975.
6. Davis, R. and J. King, "An Overview of Production Systems", in Machine Representations of Knowledge, D. Reidel Publishing Co.; forthcoming.
7. Gustafson, D. H., et al., "Wisconsin Computer Aided Medical Diagnosis Project-Progress Report", in Computer Diagnosis and Diagnostic Methods, pp. 255-278, J. A. Jacquez, ed., Charles C. Thomas, Springfield, Illinois, 1972.
8. Sutherland, G., Implementation of Inference Nets-II, Technical Note 122, Artificial Intelligence Center, Stanford Research Institute, Menlo Park, California, January 1976.