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Symbolic and Quantitative Approaches to Reasoning with Uncertainty

11th European Conference, ECSQARU 2011, Belfast, UK, June 29-July 1, 2011, Proceedings

  • Conference proceedings
  • © 2011

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Editors:
  1. Weiru Liu

    1. School of Electronics, Electrical Engineering and Computer Science, Queen’s University Belfast, Belfast, UK

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Part of the book series: Lecture Notes in Computer Science (LNCS, volume 6717)

Part of the book sub series: Lecture Notes in Artificial Intelligence (LNAI)

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Conference proceedings info: ECSQARU 2011.

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Table of contents (63 papers)

  1. Front Matter

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  3. Argumentation

    1. Strong Equivalence for Argumentation Semantics Based on Conflict-Free Sets

      • Sarah Alice Gaggl, Stefan Woltran
      Pages 38-49

    2. Backing and Undercutting in Defeasible Logic Programming

      • Andrea Cohen, Alejandro J. García, Guillermo R. Simari
      Pages 50-61

    3. Arguing with Valued Preference Relations

      • Souhila Kaci, Christophe Labreuche
      Pages 62-73

    4. Arguing about the Trustworthiness of the Information Sources

      • Serena Villata, Guido Boella, Dov M. Gabbay, Leendert van der Torre
      Pages 74-85

    5. Two Roles of Preferences in Argumentation Frameworks

      • Leila Amgoud, Srdjan Vesic
      Pages 86-97

  4. Bayesian Networks and Causal Networks

    1. A Re-definition of Mixtures of Polynomials for Inference in Hybrid Bayesian Networks

      • Prakash P. Shenoy
      Pages 98-109

    2. Using Four Cost Measures to Determine Arc Reversal Orderings

      • Cory J. Butz, Anders L. Madsen, Kevin Williams
      Pages 110-121

    3. Using the Noisy-OR Model Can Be Harmful … But It Often Is Not

      • Steven P. D. Woudenberg, Linda C. van der Gaag
      Pages 122-133

    4. Attaining Monotonicity for Bayesian Networks

      • Merel T. Rietbergen, Linda C. van der Gaag
      Pages 134-145

    5. Importance Sampling on Bayesian Networks with Deterministic Causalities

      • Haohai Yu, Robert van Engelen
      Pages 146-157

    6. Bayesian Networks and the Imprecise Dirichlet Model Applied to Recognition Problems

      • Cassio P. de Campos, Qiang Ji
      Pages 158-169

    7. On Stopping Evidence Gathering for Diagnostic Bayesian Networks

      • Linda C. van der Gaag, Hans L. Bodlaender
      Pages 170-181

    8. SemCaDo: A Serendipitous Strategy for Learning Causal Bayesian Networks Using Ontologies

      • Montassar Ben Messaoud, Philippe Leray, Nahla Ben Amor
      Pages 182-193

    9. Scaling Up the Greedy Equivalence Search Algorithm by Constraining the Search Space of Equivalence Classes

      • Juan I. Alonso-Barba, Luis de la Ossa, Jose A. Gámez, Jose M. Puerta
      Pages 194-205

    10. Extensions of Decision-Theoretic Troubleshooting: Cost Clusters and Precedence Constraints

      • Václav Lín
      Pages 206-216

    11. Locally Averaged Bayesian Dirichlet Metrics

      • Andrés Cano, Manuel Gómez-Olmedo, Andrés R. Masegosa, Serafín Moral
      Pages 217-228
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  1. Symbolic and Quantitative Approaches to Reasoning with Uncertainty

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About this book

This book constitutes the refereed proceedings of the 11th European Conference on Symbolic and Quantitative Approaches to Reasoning with Uncertainty, ECSQARU 2011, held in Belfast, UK, in June/July 2011.
The 60 revised full papers presented together with 3 invited talks were carefully reviewed and selected from 108 submissions. The papers are organized in topical sections on argumentation; Bayesian networks and causal networks; belief functions; belief revision and inconsistency handling; classification and clustering; default reasoning and logics for reasoning under uncertainty; foundations of reasoning and decision making under uncertainty; fuzzy sets and fuzzy logic; implementation and applications of uncertain systems; possibility theory and possibilistic logic; and uncertainty in databases.

Editors and Affiliations

  • School of Electronics, Electrical Engineering and Computer Science, Queen’s University Belfast, Belfast, UK

    Weiru Liu

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