Book Volume 8171 2013

Rough Sets and Knowledge Technology

8th International Conference, RSKT 2013, Halifax, NS, Canada, October 11-14, 2013, Proceedings

ISBN: 978-3-642-41298-1 (Print) 978-3-642-41299-8 (Online)

Table of contents (39 chapters)

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  1. Front Matter

    Pages -

  2. Tutorial

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      Chapter and Conference Paper

      Pages 1-6

      Using Domain Knowledge in Initial Stages of Knowledge Discovery in Databases

  3. History and Future of Rough Sets

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      Chapter and Conference Paper

      Pages 7-15

      Non-deterministic Information in Rough Sets: A Survey and Perspective

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      Chapter and Conference Paper

      Pages 16-27

      Granular Computing and Sequential Three-Way Decisions

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      Chapter and Conference Paper

      Pages 28-40

      A Scientometrics Study of Rough Sets in Three Decades

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      Chapter and Conference Paper

      Pages 41-52

      Generalizations of Approximations

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      Chapter and Conference Paper

      Pages 53-65

      Expression and Processing of Uncertain Information

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      Chapter and Conference Paper

      Pages 66-74

      Early Development of Rough Sets - From a Personal Perspective

  4. Foundations and Probabilistic Rough Sets

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      Chapter and Conference Paper

      Pages 75-86

      Contraction to Matroidal Structure of Rough Sets

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      Chapter and Conference Paper

      Pages 87-98

      Optimal Approximations with Rough Sets

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      Chapter and Conference Paper

      Pages 99-108

      Partial Approximation of Multisets and Its Applications in Membrane Computing

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      Chapter and Conference Paper

      Pages 109-120

      A Formal Concept Analysis Based Approach to Minimal Value Reduction

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      Chapter and Conference Paper

      Pages 121-132

      Comparison of Two Models of Probabilistic Rough Sets

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      Chapter and Conference Paper

      Pages 133-144

      Empirical Risk Minimization for Variable Precision Dominance-Based Rough Set Approach

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      Chapter and Conference Paper

      Pages 145-153

      Formulating Game Strategies in Game-Theoretic Rough Sets

  5. Rules, Reducts, Ensembles

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      Chapter and Conference Paper

      Pages 154-165

      Sequential Optimization of Approximate Inhibitory Rules Relative to the Length, Coverage and Number of Misclassifications

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      Chapter and Conference Paper

      Pages 166-177

      Robustness Measure of Decision Rules

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      Chapter and Conference Paper

      Pages 178-187

      Exploring Margin for Dynamic Ensemble Selection

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      Chapter and Conference Paper

      Pages 188-199

      Evaluation of Incremental Change of Set-Based Indices

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      Chapter and Conference Paper

      Pages 200-212

      Recent Advances in Decision Bireducts: Complexity, Heuristics and Streams

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      Chapter and Conference Paper

      Pages 213-220

      Studies on the Necessary Data Size for Rule Induction by STRIM

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