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Scalable Uncertainty Management

12th International Conference, SUM 2018, Milan, Italy, October 3-5, 2018, Proceedings

  • Conference proceedings
  • © 2018

Overview

Editors:
  1. Davide Ciucci

    1. University of Milano-Bicocca, Milan, Italy

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  2. Gabriella Pasi

    1. University of Milano-Bicocca, Milan, Italy

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  3. Barbara Vantaggi

    1. Sapienza University of Rome, Rome, Italy

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Part of the book series: Lecture Notes in Computer Science (LNCS, volume 11142)

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

Included in the following conference series:

Conference proceedings info: SUM 2018.

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Table of contents (31 papers)

  1. Front Matter

    Pages I-XI
    Download chapter PDF

  2. Tutorials

    1. Front Matter

      Pages 1-1
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    2. A Crash Course on Generalized Possibilistic Logic

      • Didier Dubois, Henri Prade
      Pages 3-17

    3. Discrete Sugeno Integrals and Their Applications

      • Agnès Rico
      Pages 18-32

  3. Regular Papers

    1. Front Matter

      Pages 33-33
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    2. A Credal Extension of Independent Choice Logic

      • Alessandro Antonucci, Alessandro Facchini
      Pages 35-49

    3. Explaining the Most Probable Explanation

      • Raphaela Butz, Arjen Hommersom, Marko van Eekelen
      Pages 50-63

    4. Fuzzification of Ordinal Classes. The Case of the HL7 Severity Grading

      • Federico Cabitza, Davide Ciucci
      Pages 64-77

    5. A Modular Inference System for Probabilistic Description Logics

      • Giuseppe Cota, Fabrizio Riguzzi, Riccardo Zese, Elena Bellodi, Evelina Lamma
      Pages 78-92

    6. Modeling the Dynamics of Multiple Disease Occurrence by Latent States

      • Marcos L. P. Bueno, Arjen Hommersom, Peter J. F. Lucas, Mariana Lobo, Pedro P. Rodrigues
      Pages 93-107

    7. Integral Representations of a Coherent Upper Conditional Prevision by the Symmetric Choquet Integral and the Asymmetric Choquet Integral with Respect to Hausdorff Outer Measures

      • Serena Doria
      Pages 108-123

    8. Separable Qualitative Capacities

      • Didier Dubois, Francis Faux, Henri Prade, Agnès Rico
      Pages 124-139

    9. An Approach Based on MCDA and Fuzzy Logic to Select Joint Actions

      • Abdelhak Imoussaten
      Pages 140-151

    10. Discovering Ordinal Attributes Through Gradual Patterns, Morphological Filters and Rank Discrimination Measures

      • Christophe Marsala, Anne Laurent, Marie-Jeanne Lesot, Maria Rifqi, Arnaud Castelltort
      Pages 152-163

    11. Distribution-Aware Sampling of Answer Sets

      • Matthias Nickles
      Pages 164-180

    12. Consequence-Based Axiom Pinpointing

      • Ana Ozaki, Rafael Peñaloza
      Pages 181-195

    13. Probabilistic Semantics for Categorical Syllogisms of Figure II

      • Niki Pfeifer, Giuseppe Sanfilippo
      Pages 196-211

    14. Measuring Disagreement Among Knowledge Bases

      • Nico Potyka
      Pages 212-227

    15. On Enumerating Models for the Logic of Paradox Using Tableau

      • Pilar Pozos-Parra, Laurent Perrussel, Jean Marc Thévenin
      Pages 228-242

    16. On Instantiating Generalised Properties of Gradual Argumentation Frameworks

      • Antonio Rago, Pietro Baroni, Francesca Toni
      Pages 243-259
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  1. Scalable Uncertainty Management

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About this book

This book constitutes the refereed proceedings of the 12th International Conference on Scalable Uncertainty Management, SUM 2018, which was held in Milan, Italy, in October 2018. 

The 23 full, 6 short papers  and 2 tutorials presented in this volume were carefully reviewed and selected from 37 submissions. The conference is dedicated to the management of large amounts of complex, uncertain, incomplete, or inconsistent information. New approaches have been developed on imprecise probabilities, fuzzy set theory, rough set theory, ordinal uncertainty representations, or even purely qualitative models.

Editors and Affiliations

  • University of Milano-Bicocca, Milan, Italy

    Davide Ciucci, Gabriella Pasi

  • Sapienza University of Rome, Rome, Italy

    Barbara Vantaggi

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