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Information Processing and Management of Uncertainty

15th International Conference on Information Processing and Management of Uncertainty in Knowledge-Based Systems, IPMU 2014, Montpellier, France, July 15-19, 2014. Proceedings, Part III

  • Conference proceedings
  • © 2014

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Editors:
  1. Anne Laurent

    1. University Montpellier 2, LIRMM - CNRS UMR 5506, Montpellier Cedex 5, France

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  2. Oliver Strauss

    1. Institute for Human Factors and Technology Management, IAT, University of Stuttgart, Stuttgart, Germany

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  3. Bernadette Bouchon-Meunier

    1. LIP6, UPMC Univ. Paris 06, CNRS UMR 7606, Paris, France

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  4. Ronald R. Yager

    1. Dept. of Information Systems, Iona College, New Rochelle, USA

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Part of the book series: Communications in Computer and Information Science (CCIS, volume 444)

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Conference proceedings info: IPMU 2014.

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About this book

These three volumes (CCIS 442, 443, 444) constitute the proceedings of the 15th International Conference on Information Processing and Management of Uncertainty in Knowledge-Based Systems, IPMU 2014, held in Montpellier, France, July 15-19, 2014. The 180 revised full papers presented together with five invited talks were carefully reviewed and selected from numerous submissions. The papers are organized in topical sections on uncertainty and imprecision on the web of data; decision support and uncertainty management in agri-environment; fuzzy implications; clustering; fuzzy measures and integrals; non-classical logics; data analysis; real-world applications; aggregation; probabilistic networks; recommendation systems and social networks; fuzzy systems; fuzzy logic in boolean framework; management of uncertainty in social networks; from different to same, from imitation to analogy; soft computing and sensory analysis; database systems; fuzzy set theory; measurement and sensory information; aggregation; formal methods for vagueness and uncertainty in a many-valued realm; graduality; preferences; uncertainty management in machine learning; philosophy and history of soft computing; soft computing and sensory analysis; similarity analysis; fuzzy logic, formal concept analysis and rough set; intelligent databases and information systems; theory of evidence; aggregation functions; big data - the role of fuzzy methods; imprecise probabilities: from foundations to applications; multinomial logistic regression on Markov chains for crop rotation modelling; intelligent measurement and control for nonlinear systems.

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Keywords

Table of contents (57 papers)

  1. Theory of Evidence

    1. A First Inquiry into Simpson’s Paradox with Belief Functions

      • François Delmotte, David Mercier, Frédéric Pichon
      Pages 190-199

    2. Comparison of Credal Assignment Algorithms in Kinematic Data Tracking Context

      • Samir Hachour, François Delmotte, David Mercier
      Pages 200-211

    3. Towards a Conflicting Part of a Belief Function

      • Milan Daniel
      Pages 212-222

    4. Representing Interventional Knowledge in Causal Belief Networks: Uncertain Conditional Distributions Per Cause

      • Oumaima Boussarsar, Imen Boukhris, Zied Elouedi
      Pages 223-232

    5. An Extension of the Analytic Hierarchy Process Method under the Belief Function Framework

      • Amel Ennaceur, Zied Elouedi, Eric Lefevre
      Pages 233-242

  2. Aggregation Functions

    1. Pairwise and Global Dependence in Trivariate Copula Models

      • Fabrizio Durante, Roger B. Nelsen, José Juan Quesada-Molina, Manuel Úbeda-Flores
      Pages 243-251

    2. On Additive Generators of Grouping Functions

      • Graçaliz Pereira Dimuro, Benjamín Bedregal, Humberto Bustince, Radko Mesiar, Maria José Asiain
      Pages 252-261

    3. Fusion Functions and Directional Monotonicity

      • Humberto Bustince, Javier Fernandez, Anna Kolesárová, Radko Mesiar
      Pages 262-268

    4. Solving Multi-criteria Decision Problems under Possibilistic Uncertainty Using Optimistic and Pessimistic Utilities

      • Nahla Ben Amor, Fatma Essghaier, Hélène Fargier
      Pages 269-279

    5. Copula - Based Generalizations of OWA Operators

      • Radko Mesiar, Andrea Stupňanová
      Pages 280-288

    6. Generalized Product

      • Salvatore Greco, Radko Mesiar, Fabio Rindone
      Pages 289-295

    7. Improving the Performance of FARC-HD in Multi-class Classification Problems Using the One-Versus-One Strategy and an Adaptation of the Inference System

      • Mikel Elkano, Mikel Galar, José Sanz, Edurne Barrenechea, Francisco Herrera, Humberto Bustince
      Pages 296-306

    8. Pre-orders and Orders Generated by Conjunctive Uninorms

      • Dana HlinÄ›ná, Martin Kalina, Pavol Král
      Pages 307-316

    9. On Extensional Fuzzy Sets Generated by Factoraggregation

      • Pavels Orlovs, Svetlana Asmuss
      Pages 317-326

    10. Preassociative Aggregation Functions

      • Jean-Luc Marichal, Bruno Teheux
      Pages 327-334

    11. An Extended Event Reasoning Framework for Decision Support under Uncertainty

      • Wenjun Ma, Weiru Liu, Jianbing Ma, Paul Miller
      Pages 335-344

    12. Adjoint Triples and Residuated Aggregators

      • María Eugenia Cornejo, Jesús Medina, Eloisa Ramírez-Poussa
      Pages 345-354

    13. First Approach of Type-2 Fuzzy Sets via Fusion Operators

      • María Jesús Campión, Juan Carlos Candeal, Laura De Miguel, Esteban Induráin, Daniel Paternain
      Pages 355-363

    14. Weakly Monotone Averaging Functions

      • Tim Wilkin, Gleb Beliakov, Tomasa Calvo
      Pages 364-373

  3. Big Data - The Role of Fuzzy Methods

    1. F-transform and Its Extension as Tool for Big Data Processing

      • Petra Hodáková, Irina Perfilieva, Petr Hurtík
      Pages 374-383
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Other volumes

  1. Information Processing and Management of Uncertainty in Knowledge-Based Systems

  2. Information Processing and Management of Uncertainty in Knowledge-Based Systems

  3. Information Processing and Management of Uncertainty in Knowledge-Based Systems

Editors and Affiliations

  • University Montpellier 2, LIRMM - CNRS UMR 5506, Montpellier Cedex 5, France

    Anne Laurent

  • Institute for Human Factors and Technology Management, IAT, University of Stuttgart, Stuttgart, Germany

    Oliver Strauss

  • LIP6, UPMC Univ. Paris 06, CNRS UMR 7606, Paris, France

    Bernadette Bouchon-Meunier

  • Dept. of Information Systems, Iona College, New Rochelle, USA

    Ronald R. Yager

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