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Modeling Decisions for Artificial Intelligence

15th International Conference, MDAI 2018, Mallorca, Spain, October 15–18, 2018, Proceedings

  • Conference proceedings
  • © 2018

Overview

Editors:
  1. Vicenç Torra

    1. Maynooth University, Maynooth, Ireland

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  2. Yasuo Narukawa

    1. Department Management Science, Tamagawa University, Tokyo, Japan

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  3. Isabel Aguiló

    1. University of the Balearic Islands, Palma de Mallorca, Spain

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  4. Manuel González-Hidalgo

    1. University of the Balearic Islands, Palma de Mallorca, Spain

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Part of the book series: Lecture Notes in Computer Science (LNCS, volume 11144)

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

Included in the following conference series:

Conference proceedings info: MDAI 2018.

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Table of contents (26 papers)

  1. Front Matter

    Pages I-XXV
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  2. Invited Paper

    1. Front Matter

      Pages 1-1
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    2. Graded Logic Aggregation

      • Jozo Dujmović
      Pages 3-12

  3. Aggregation Operators, Fuzzy Measures and Integrals

    1. Front Matter

      Pages 13-13
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    2. Coherent Risk Measures Derived from Utility Functions

      • Yuji Yoshida
      Pages 15-26

    3. On k-\(\oplus \)-additive Aggregation Functions

      • Fateme Kouchakinejad, Anna Kolesárová, Radko Mesiar
      Pages 27-34

    4. Constructing an Outranking Relation with Weighted OWA for Multi-criteria Decision Analysis

      • Jonathan Ayebakuro Orama, Aida Valls
      Pages 35-47

    5. Sugeno Integrals and the Commutation Problem

      • Didier Dubois, Hélène Fargier, Agnès Rico
      Pages 48-63

    6. Characterization of k-Choquet Integrals

      • L’ubomíra Horanská, Zdenko Takáč
      Pages 64-76

    7. Event-Based Transformations of Set Functions and the Consensus Requirement

      • Andrey G. Bronevich, Igor N. Rozenberg
      Pages 77-88

    8. Association Analysis on Interval-Valued Fuzzy Sets

      • Petra Murinová, Viktor Pavliska, Michal Burda
      Pages 89-100

    9. Fuzzy Hit-or-Miss Transform Using Uninorms

      • Pedro Bibiloni, Manuel González-Hidalgo, Sebastia Massanet, Arnau Mir, Daniel Ruiz-Aguilera
      Pages 101-113

    10. Learning Fuzzy Measures for Aggregation in Fuzzy Rule-Based Models

      • Emran Saleh, Aida Valls, Antonio Moreno, Pedro Romero-Aroca, Vicenç Torra, Humberto Bustince
      Pages 114-127

  4. Decision Making

    1. Front Matter

      Pages 129-129
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    2. Extraction of Patterns to Support Dairy Culling Management

      • M. López-Suárez, E. Armengol, S. Calsamiglia, L. Castillejos
      Pages 131-142

    3. An Axiomatisation of the Banzhaf Value and Interaction Index for Multichoice Games

      • Mustapha Ridaoui, Michel Grabisch, Christophe Labreuche
      Pages 143-155

    4. Fuzzy Positive Primitive Formulas

      • Pilar Dellunde
      Pages 156-168

    5. Basic Level Concepts as a Means to Better Interpretability of Boolean Matrix Factors and Their Application to Clustering

      • Petr Krajča, Martin Trnecka
      Pages 169-181

    6. Fuzzy Type Powerset Operators and F-Transforms

      • Jiří Močkoř
      Pages 182-192

    7. Implicative Weights as Importance Quantifiers in Evaluation Criteria

      • Vicenç Torra
      Pages 193-205
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  1. Modeling Decisions for Artificial Intelligence

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About this book

This book constitutes the proceedings of the 15th International Conference on Modeling Decisions for Artificial Intelligence, MDAI 2018, held in Mallorca, Spain, in October 2018.

The 24 papers presented in this volume were carefully reviewed and selected from 43 submissions. The book also contains one invited talk in full paper length. The papers were organized in topical sections named: aggregation operators, fuzzy measures and integrals; decision making; clustering and classification; and data privacy and security.

Editors and Affiliations

  • Maynooth University, Maynooth, Ireland

    Vicenç Torra

  • Department Management Science, Tamagawa University, Tokyo, Japan

    Yasuo Narukawa

  • University of the Balearic Islands, Palma de Mallorca, Spain

    Isabel Aguiló, Manuel González-Hidalgo

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