Advances in Computational Intelligence, Part I: 14th International Conference on Information Processing and Management of Uncertainty in Knowledge-Based Systems, IPMU 2012, Catania, Italy, July 9 - 13, 2012. Proceedings, Part I | SpringerLink
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Advances in Computational Intelligence, Part I

14th International Conference on Information Processing and Management of Uncertainty in Knowledge-Based Systems, IPMU 2012, Catania, Italy, July 9 - 13, 2012. Proceedings, Part I

  • Conference proceedings
  • © 2012

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Editors:
  1. Salvatore Greco

    1. Faculty of Economics, University of Catania, Catania, Italy

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  2. Bernadette Bouchon-Meunier

    1. Université Pierre et Marie Curie - Paris6, CNRS UMR 7606, DAPA, LIP6 8, Paris, France

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  3. Giulianella Coletti

    1. Dip. Matematica e Informatica, Università di Perugia, Perugia, Italy

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  4. Mario Fedrizzi

    1. Department of Computer and Management Science, University of Trento, Trento, Italy

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  5. Benedetto Matarazzo

    1. Faculty of Economics, University of Catania, Catania, Italy

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  6. Ronald R. Yager

    1. Machine Intelligence Institute, IONA College, New Rochelle, USA

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Part of the book series: Communications in Computer and Information Science (CCIS, volume 297)

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Conference proceedings info: IPMU 2012.

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About this book

These four volumes (CCIS 297, 298, 299, 300) constitute the proceedings of the 14th International Conference on Information Processing and Management of Uncertainty in Knowledge-Based Systems, IPMU 2012, held in Catania, Italy, in July 2012. The 258 revised full papers presented together with six invited talks were carefully reviewed and selected from numerous submissions. The papers are organized in topical sections on fuzzy machine learning and on-line modeling; computing with words and decision making; soft computing in computer vision; rough sets and complex data analysis: theory and applications; intelligent databases and information system; information fusion systems; philosophical and methodological aspects of soft computing; basic issues in rough sets; 40th anniversary of the measures of fuziness; SPS11 uncertainty in profiling systems and applications; handling uncertainty with copulas; formal methods to deal with uncertainty of many-valued events; linguistic summarization and description of data; fuzzy implications: theory and applications; sensing and data mining for teaching and learning; theory and applications of intuitionistic fuzzy sets; approximate aspects of data mining and database analytics; fuzzy numbers and their applications; information processing and management of uncertainty in knowledge-based systems; aggregation functions; imprecise probabilities; probabilistic graphical models with imprecision: theory and applications; belief function theory: basics and/or applications; fuzzy uncertainty in economics and business; new trends in De Finetti's approach; fuzzy measures and integrals; multicriteria decision making; uncertainty in privacy and security; uncertainty in the spirit of Pietro Benvenuti; coopetition; game theory; probabilistic approach.

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Table of contents (65 papers)

  1. Front Matter

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  2. Fuzzy Machine Learning and On-Line Modeling

    1. Dynamic Quantification of Process Parameters in Viscose Production with Evolving Fuzzy Systems

      • Carlos Cernuda, Edwin Lughofer, Lisbeth Suppan, Thomas Röder, Roman Schmuck, Peter Hintenaus et al.
      Pages 1-10

    2. Statistical Dynamic Classification to Detect Changes in Temperature Time Series

      • Laurent Hartert, Danielle Nuzillard, Jean-Louis Nicolas, Jean-Philippe Jeannot
      Pages 11-20

    3. A Possibilistic Rule-Based Classifier

      • Myriam Bounhas, Henri Prade, Mathieu Serrurier, Khaled Mellouli
      Pages 21-31

    4. Uncertainty and Trust Estimation in Incrementally Learning Function Approximation

      • Andreas Buschermöhle, Jan Schoenke, Werner Brockmann
      Pages 32-41

    5. On the VC-Dimension of the Choquet Integral

      • Eyke Hüllermeier, Ali Fallah Tehrani
      Pages 42-50

    6. A Fuzzy Residuated Approach to Case-Based Reasoning

      • Sandra Sandri
      Pages 51-60

    7. A Unifying Framework for Classification Procedures Based on Cluster Aggregation by Choquet Integral

      • Luigi Troiano
      Pages 61-70

    8. Balancing Interpretability against Accuracy in Fuzzy Modeling by Means of ACO

      • Pablo Carmona, Juan Luis Castro, José Luis Herrero
      Pages 71-80

    9. Towards a Fuzzy Extension of the López de Mántaras Distance

      • Eva Armengol, Pilar Dellunde, Àngel García-Cerdaña
      Pages 81-90

    10. Optimal Piecewise Bilinear Modeling of Nonlinear Systems

      • Luka Eciolaza, Michio Sugeno
      Pages 91-100

    11. Precise Vehicle Cruise Control System Based on On-Line Fuzzy Control Learning

      • Enrique Onieva, Jorge Godoy, Jorge Villagrá
      Pages 101-110

    12. Robust Stabilization of Nonlinear Systems Modeled with Piecewise Bilinear Systems Based on Feedback Linearization

      • Tadanari Taniguchi, Michio Sugeno
      Pages 111-120

  3. Computing with Words and Decision Making

    1. Modeling Environmental Syndromes with Distinct Decision Attitudes

      • Gloria Bordogna, Mirco Boschetti, Pietro A. Brivio, Paola Carrara, Daniela Stroppiana, C. J. Weissteiner
      Pages 121-129

    2. On the Applicability of Multi-criteria Decision Making Techniques in Fuzzy Querying

      • Guy De Tré, Jozo Dujmović, Antoon Bronselaer, Tom Matthé
      Pages 130-139

    3. Fuzzy Numbers as Utilities of Decision Making in Treatment of Radiation Cystitis

      • Elisabeth Rakus-Andersson, Janusz Frey
      Pages 140-149

    4. A Linguistic Approach to Structural Analysis in Prospective Studies

      • Pablo J. Villacorta, Antonio D. Masegosa, Dagoberto Castellanos, Maria T. Lamata
      Pages 150-159

    5. A Fuzzy Group Decision Support System for Projects Evaluation

      • Fahimeh Ramezani, Jie Lu
      Pages 160-169

    6. Risk Prediction Framework and Model for Bank External Fund Attrition

      • Hua Lin, Guangquan Zhang
      Pages 170-180

    7. Group Decision Making with Comparative Linguistic Terms

      • Rosa M. Rodríguez, Luis Martínez, Francisco Herrera
      Pages 181-190
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Other volumes

  1. Advances on Computational Intelligence

  2. Advances in Computational Intelligence

  3. Advances in Computational Intelligence

  4. Advances in Computational Intelligence

Editors and Affiliations

  • Faculty of Economics, University of Catania, Catania, Italy

    Salvatore Greco, Benedetto Matarazzo

  • Université Pierre et Marie Curie - Paris6, CNRS UMR 7606, DAPA, LIP6 8, Paris, France

    Bernadette Bouchon-Meunier

  • Dip. Matematica e Informatica, Università di Perugia, Perugia, Italy

    Giulianella Coletti

  • Department of Computer and Management Science, University of Trento, Trento, Italy

    Mario Fedrizzi

  • Machine Intelligence Institute, IONA College, New Rochelle, USA

    Ronald R. Yager

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