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Abstract: The "take-them-in-or-leave-them-out" of prior probabilities is a key problem in uncertain reasoning. The EMYCIN uncertain reasoning model is inconsistent with probability theory, due to `leaving them out', whereas the PROSPECTOR uncertain reasoning model is substantially consistent with probability theory, due to `taking them in'. However, in the PROSPECTOR model, there are the following problems: 1) prior probabilities need to be supplied with values by human experts, which is a very arduous... (Update)
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BibTeX entry: (Update)
X. Luo and C. Zhang, "ILSNCC: a PROSPECTOR-Like uncertain reasoning model", Australia Journal of Intelligent Information Processing Systems 4(1) (1997) 1-11. http://citeseer.ist.psu.edu/luo97ilsncc.html More
@article{ luo97ilsncc,
author = "X. Luo and C. Zhang",
title = "ILSNCC: a PROSPECTOR-Like uncertain reasoning model",
journal = "Australia Journal of Intelligent Information Processing Systems",
volume = "4",
number = "1",
pages = "1--11",
year = "1997",
url = "citeseer.ist.psu.edu/luo97ilsncc.html" }
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4 A Study of Probability-Based Uncertain Reasoning Model in Ru.. (context) - Luo - 1992
4 Extension of Conditional Probability and Measures of Belief .. (context) - Ihara - 1987
4 The Favoring-Opposing Cause Model for Uncertain Reasoning (context) - Luo, Zhang - 1997
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3 Handling Uncertainty in Expert Systems: Pitfalls (context) - Dubois, Prade - 1989
3 Fuzzy and Probability Logics (context) - Gaines - 1978
3 A Solution to the Problem of Prior Probabilities in the PROS.. (context) - Luo, Zhang - 1997
1 A Uni ed Algebraic Structure for Uncertain Reasonings (context) - Luo, Zhang - 1996
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