Information Processing and Management of Uncertainty in Knowledge-Based Systems - Info and Reading Options

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Intro -- Preface -- Organization -- Plenary Lectures -- Actual Causality: A Survey -- The Present State of the Art of Modeling Uncertainty in Decision Theory, Resulting from an Interaction between Mathematical Economists and Empirical Psychologists -- Decision Making with Multi-criteria -- Resource-Constrained Data Analysis and Exploration -- Learning Representations of Complex Structures in Natural Language with Neural Networks -- Contents -- Part I -- Contents -- Part II -- Fuzzy Measures and Integrals -- Decomposition Integral Based Generalizations of OWA Operators -- 1 Introduction -- 2 Decomposition Integrals -- 3 H -OWA Operators -- 4 Concluding Remarks -- References -- Finding the Set of k-additive Dominating Measures Viewed as a Flow Problem -- 1 Introduction -- 2 Basic Results -- 3 Characterizing the Set of Dominating Fuzzy Measures -- 4 Conclusions and Open Problems -- References -- On Capacities Characterized by Two Weight Vectors -- 1 Introduction -- 2 Background -- 2.1 Background on the Choquet Integral -- 2.2 Existing Proposals Based on Two Weight Vectors -- 3 Definition of a Semantics on the Two Weight Vectors p and w -- 3.1 Constraints on p -- 3.2 Constraints on w -- 3.3 Set of Capacities Consistent with the Semantics of p and w -- 4 Satisfaction of the Constraints with the Existing Proposals -- 5 Conclusion -- References -- Computing Superdifferentials of Lovász Extension with Application to Coalitional Games -- 1 Introduction -- 2 Basic Notions -- 2.1 Coalitional Games -- 2.2 Superdifferentials -- 3 Intermediate Set -- 3.1 Characterization by Ordered Partitions -- 3.2 Properties -- 3.3 Example: Simple Games -- 4 Conclusions -- References -- Conjoint Axiomatization of the Choquet Integral for Heterogeneous Product Sets -- 1 Introduction -- 2 Choquet Integral in MCDA -- 2.1 The Model -- 2.2 Properties of the Choquet Integral

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