Symbolic and Quantitative Approaches to Reasoning and Uncertainty

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ISBN: 978-3-540-66131-3 (Print) 978-3-540-48747-0 (Online)

Table of contents (36 chapters)

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  1. No Access

    Book Chapter

    Pages 1-10

    On the Dynamics of Default Reasoning

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    Book Chapter

    Pages 11-21

    Nonmonotonic and Paraconsistent Reasoning: From Basic Entailments to Plausible Relations

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    Pages 22-31

    A Comparison of Systematic and Local Search Algorithms for Regular CNF Formulas

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    Pages 32-42

    Query-answering in Prioritized Default Logic

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    Pages 43-54

    Updating Directed Belief Networks

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    Pages 55-67

    Inferring Causal Explanations

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    Book Chapter

    Pages 68-79

    A Critique of Inductive Causation

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    Pages 80-91

    Connecting Lexicographic with Maximum Entropy Entailment

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    Pages 92-103

    Avoiding Non-Ground Variables

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    Pages 104-115

    Anchoring Symbols to Vision Data by Fuzzy Logic

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    Pages 116-127

    Filtering vs Revision and Update: let us Debate!

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    Pages 128-136

    Irrelevance and Independence Axioms in Quasi-Bayesian Theory

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    Pages 137-147

    Assessing the value of a candidate

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    Pages 148-159

    Learning Default Theories

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    Pages 160-167

    Knowledge Representation for Inductive Learning

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    Pages 168-178

    Handling Inconsistency Efficiently in the Incremental Construction of Stratified Belief Bases

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    Pages 179-189

    Rough Knowledge Discovery and Applications

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    Book Chapter

    Pages 190-200

    Gradient Descent Training of Bayesian Networks

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    Book Chapter

    Pages 201-207

    Open Default Theories over Closed Domains

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    Book Chapter

    Pages 208-220

    Shopbot Economics

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