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Probabilistic Reasoning in Intelligent Systems: Networks of Plausible Inference
(1988)
by J Pearl
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Fast Algorithms for Mining Association Rules
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A Bayesian method for the induction of probabilistic networks from data
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Learning Bayesian Networks: The Combination of Knowledge and Statistical Data
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Nonmonotonic Reasoning, Preferential Models and Cumulative Logics
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Abduction in Logic Programming
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Using Bayesian networks to analyze expression data
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Learning in graphical models
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Bayesian Network Classifiers
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An Information-Theoretic Definition of Similarity
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Hierarchically Classifying Documents Using Very Few Words
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