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Computational Intelligence for Knowledge-Based System Design

13th IPMU Conference, Dortmund, Germany, June 28 - July 2, 2010. Proceedings

  • Conference proceedings
  • © 2010

Overview

Editors:
  1. Eyke Hüllermeier

    1. Fachbereich Mathematik und Informatik, Philipps-Universität Marburg, Marburg, Germany

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  2. Rudolf Kruse

    1. Fakultät Informatik, Otto-von-Guericke-Universität Magdeburg, Magdeburg, Germany

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  3. Frank Hoffmann

    1. Fakultät für Elektrotechnik und Informationstechnik, Technische Universität Dortmund, Dortmund, Germany

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Part of the book series: Lecture Notes in Computer Science (LNCS, volume 6178)

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

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Conference proceedings info: IPMU 2010.

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Table of contents (77 papers)

  1. Front Matter

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  2. Machine Learning and Data Mining

    1. Similarity and Instinguishability

      1. Towards a Conscious Choice of a Fuzzy Similarity Measure: A Qualitative Point of View
        • Bernadette Bouchon-Meunier, Giulianella Coletti, Marie-Jeanne Lesot, Maria Rifqi
        Pages 1-10
      2. A Stochastic Treatment of Similarity
        • Anca Ralescu, Sofia Visa, Stefana Popovici
        Pages 11-18
      3. Order-Based Equivalence Degrees for Similarity and Distance Measures
        • Marie-Jeanne Lesot, Maria Rifqi
        Pages 19-28
      4. Comparing Partitions by Subset Similarities
        • Thomas A. Runkler
        Pages 29-38
      5. Finitely Valued Indistinguishability Operators
        • Gaspar Mayor, Jordi Recasens
        Pages 39-48
      6. Discovering Rules-Based Similarity in Microarray Data
        • Andrzej Janusz
        Pages 49-58

    2. Clustering and Classification

      1. Fuzzy Clustering of Incomplete Data Based on Cluster Dispersion
        • Ludmila Himmelspach, Stefan Conrad
        Pages 59-68
      2. Automatic Detection of Active Region on EUV Solar Images Using Fuzzy Clustering
        • M. Carmen Aranda, Carlos Caballero
        Pages 69-78
      3. On Dynamic Soft Dimension Reduction in Evolving Fuzzy Classifiers
        • Edwin Lughofer
        Pages 79-88
      4. Multi-class Imbalanced Data-Sets with Linguistic Fuzzy Rule Based Classification Systems Based on Pairwise Learning
        • Alberto Fernández, Mara José del Jesus, Francisco Herrera
        Pages 89-98
      5. Probabilistic Rough Set Approaches to Ordinal Classification with Monotonicity Constraints
        • Jerzy Błaszczyński, Roman Słowiński, Marcin Szeląg
        Pages 99-108
      6. Web Page Classification: A Probabilistic Model with Relational Uncertainty
        • Elisabetta Fersini, Enza Messina, Francesco Archetti
        Pages 109-118
      7. Evidential Multi-Label Classification Approach to Learning from Data with Imprecise Labels
        • Zoulficar Younes, Fahed abdallah, Thierry Denœux
        Pages 119-128
      8. A K-Nearest Neighbours Method Based on Lower Previsions
        • Sebastien Destercke
        Pages 129-138

    3. Statistics with Imprecise Data

      1. Fuzzy Probabilities: Tentative Discussions on the Mathematical Concepts
        • Enric Trillas, Takehiko Nakama, Itziar García-Honrado
        Pages 139-148
      2. On Dealing with Imprecise Information in a Content Based Image Retrieval System
        • Tatiana Jaworska, Janusz Kacprzyk, Nicolas Marín, Sławomir Zadrożny
        Pages 149-158
      3. An Extension of Stochastic Dominance to Fuzzy Random Variables
        • Farid Aiche, Didier Dubois
        Pages 159-168
      4. Correlation of Intuitionistic Fuzzy Sets
        • Eulalia Szmidt, Janusz Kacprzyk
        Pages 169-177
      5. A Correlation Ratio for Possibility Distributions
        • Robert Fullér, József Mezei, Péter Várlaki
        Pages 178-187
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Other volumes

  1. Computational Intelligence for Knowledge-Based Systems Design

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

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

Keywords

Editors and Affiliations

  • Fachbereich Mathematik und Informatik, Philipps-Universität Marburg, Marburg, Germany

    Eyke Hüllermeier

  • Fakultät Informatik, Otto-von-Guericke-Universität Magdeburg, Magdeburg, Germany

    Rudolf Kruse

  • Fakultät für Elektrotechnik und Informationstechnik, Technische Universität Dortmund, Dortmund, Germany

    Frank Hoffmann

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