Advances on Computational Intelligence

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

ISBN: 978-3-642-31708-8 (Print) 978-3-642-31709-5 (Online)

Table of contents (65 chapters)

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  1. Front Matter

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  2. Fuzzy Machine Learning and On-Line Modeling

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      Pages 1-10

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

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      Pages 11-20

      Statistical Dynamic Classification to Detect Changes in Temperature Time Series

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      Pages 21-31

      A Possibilistic Rule-Based Classifier

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      Pages 32-41

      Uncertainty and Trust Estimation in Incrementally Learning Function Approximation

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      Pages 42-50

      On the VC-Dimension of the Choquet Integral

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      Pages 51-60

      A Fuzzy Residuated Approach to Case-Based Reasoning

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      Pages 61-70

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

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      Pages 71-80

      Balancing Interpretability against Accuracy in Fuzzy Modeling by Means of ACO

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      Pages 81-90

      Towards a Fuzzy Extension of the López de Mántaras Distance

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      Pages 91-100

      Optimal Piecewise Bilinear Modeling of Nonlinear Systems

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      Pages 101-110

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

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      Pages 111-120

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

  3. Computing with Words and Decision Making

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      Pages 121-129

      Modeling Environmental Syndromes with Distinct Decision Attitudes

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      Pages 130-139

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

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      Pages 140-149

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

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      Pages 150-159

      A Linguistic Approach to Structural Analysis in Prospective Studies

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      Pages 160-169

      A Fuzzy Group Decision Support System for Projects Evaluation

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      Pages 170-180

      Risk Prediction Framework and Model for Bank External Fund Attrition

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      Pages 181-190

      Group Decision Making with Comparative Linguistic Terms

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      Pages 191-200

      An Extended Version of the Fuzzy Multicriteria Group Decision-Making Method in Evaluation Processes

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