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Fuzzy Logic and Applications

10th International Workshop, WILF 2013, Genoa, Italy, November 19-22, 2013, Proceedings

  • Conference proceedings
  • © 2013

Overview

Editors:
  1. Francesco Masulli

    1. DIBRIS, University of Genoa, Genoa, Italy

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  2. Gabriella Pasi

    1. Dept. of Informatics, Systems, and Communication, University of Milano Bicocca, Milan, Italy

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    You can also search for this editor in PubMed   Google Scholar

  3. Ronald Yager

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

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Part of the book series: Lecture Notes in Computer Science (LNCS, volume 8256)

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

Included in the following conference series:

Conference proceedings info: WILF 2013.

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Table of contents (24 papers)

  1. Front Matter

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  2. Fuzzy Machine Learning and Interpretability

    1. What Can Fuzzy Cluster Analysis Contribute to Clustering of High-Dimensional Data?

      • Frank Klawonn
      Pages 1-14

    2. Interpretability in Machine Learning – Principles and Practice

      • P. J. G. Lisboa
      Pages 15-21

    3. Interpretability of Fuzzy Systems

      • Corrado Mencar
      Pages 22-35

    4. Feature Selection Based on Fuzzy Mutual Information

      • Michela Antonelli, Pietro Ducange, Francesco Marcelloni
      Pages 36-43

    5. A New Heuristic Function for DC*

      • Marco Lucarelli, Corrado Mencar, Ciro Castiello, Anna Maria Fanelli
      Pages 44-51

    6. Learning Membership Functions for Fuzzy Sets through Modified Support Vector Clustering

      • Dario Malchiodi, Witold Pedrycz
      Pages 52-59

    7. Using Fuzzy Multilayer Perceptrons for the Classification of Time Series

      • Toni Pimentel, Fernando M. Ramos, Sandra Sandri
      Pages 60-67

    8. Imputation of Possibilistic Data for Structural Learning of Directed Acyclic Graphs

      • Maroua Haddad, Nahla Ben Amor, Philippe Leray
      Pages 68-76

    9. Adding Real Coefficients to Łukasiewicz Logic: An Application to Neural Networks

      • Antonio Di Nola, Brunella Gerla, Ioana Leustean
      Pages 77-85

  3. Theory

    1. Possibilistic Graphical Models: From Reasoning to Decision Making

      • Nahla Ben Amor
      Pages 86-99

    2. Ranking Triangular Fuzzy Numbers Using Fuzzy Set Inclusion Index

      • Azedine Boulmakoul, Mohamed Haitam Laarabi, Roberto Sacile, Emmanuel Garbolino
      Pages 100-108

    3. Towards Categorical Fuzzy Logic Programming

      • Patrik Eklund, M. Ángeles Galán, Robert Helgesson, Jari Kortelainen, Ginés Moreno, Carlos Vázquez
      Pages 109-121

    4. Probability-Possibility Transformation:

      • Yosra Ben Slimen, Raouia Ayachi, Nahla Ben Amor
      Pages 122-130

    5. The Equation \(\mathcal{I}(\mathcal{S}(x,y),z) = \mathcal{T}(\mathcal{I}(x,z),\mathcal{I}(y,z))\) for t-representable t-conorms and t-norms Generated from Continuous, Archimedean Operations

      • Michał Baczyński
      Pages 131-138

    6. Evaluation and Ranking of Intuitionistic Fuzzy Quantities

      • Luca Anzilli, Gisella Facchinetti, Giovanni Mastroleo
      Pages 139-149

    7. Approximation of Fuzzy Measures Using Second Order Measures: Estimation of Andness Bounds

      • Marta Cardin, Silvio Giove
      Pages 150-160

    8. Neighbor-Based Similarities

      • Stefano Rovetta, Francesco Masulli, Hassan Mahmoud
      Pages 161-170

  4. Applications

    1. Model-Based Image Interpretation under Uncertainty and Fuzziness

      • Isabelle Bloch
      Pages 171-183

    2. A Fuzzy System for Background Modeling in Video Sequences

      • Elisa Calvo-Gallego, Piedad Brox, Santiago Sánchez-Solano
      Pages 184-192
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  1. Fuzzy Logic and Applications

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About this book

This book constitutes the proceedings of the 10th International Workshop on Fuzzy Logic and Applications, WILF 2013, held in Genoa, Italy, in November 2013. After a rigorous peer-review selection process, ultimately 19 regular papers were selected for inclusion in this volume from 29 submissions. In addition the book contains 3 keynote talks and 2 tutorials. The papers are organized in topical sections named: fuzzy machine learning and interpretability; theory and applications.

Editors and Affiliations

  • DIBRIS, University of Genoa, Genoa, Italy

    Francesco Masulli

  • Dept. of Informatics, Systems, and Communication, University of Milano Bicocca, Milan, Italy

    Gabriella Pasi

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

    Ronald Yager

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