Advances in Computational Intelligence, Part I

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

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.

• distributed systems
• genetic algorithms
• ontologies
• semantic search
• social networks

• 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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