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» Uncertainty, Bayesian Belief Nets, and Knowledge Management
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BIRTHDAY
2005
Springer
13 years 10 months ago
Objective Bayesian Nets
I present a formalism that combines two methodologies: objective Bayesianism and Bayesian nets. According to objective Bayesianism, an agent’s degrees of belief (i) ought to sat...
Jon Williamson
CL
2000
Springer
13 years 9 months ago
Logic, Knowledge Representation, and Bayesian Decision Theory
In this paper I give a brief overview of recent work on uncertainty inAI, and relate it to logical representations. Bayesian decision theory and logic are both normative frameworks...
David Poole
SOFTWARE
2002
13 years 4 months ago
Handling Uncertainty in a Medical Study of Dietary Intake During Pregnancy
This paper is concerned with handling uncertainty as part of the analysis of data from a medical study. The study is investigating connections between the birth weight of babies an...
Adele H. Marshall, David A. Bell, Roy Sterritt
ICML
2006
IEEE
14 years 6 months ago
Using query-specific variance estimates to combine Bayesian classifiers
Many of today's best classification results are obtained by combining the responses of a set of base classifiers to produce an answer for the query. This paper explores a nov...
Chi-Hoon Lee, Russell Greiner, Shaojun Wang