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Rough Sets and Knowledge Technology

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

  • Conference proceedings
  • © 2013

Overview

Editors:
  1. Pawan Lingras

    1. Saint Mary’s University, Halifax, Canada

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  2. Marcin Wolski

    1. Maria Curie-Skłodowska University, Lublin, Poland

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  3. Chris Cornelis

    1. University of Granada, Spain

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  4. Sushmita Mitra

    1. Indian Statistical Institute, Kolkata, India

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  5. Piotr Wasilewski

    1. University of Warsaw, Warsaw, Poland

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Part of the book series: Lecture Notes in Computer Science (LNCS, volume 8171)

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

Included in the following conference series:

Conference proceedings info: RSKT 2013.

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Table of contents (39 papers)

  1. Front Matter

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  3. History and Future of Rough Sets

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

      • Hiroshi Sakai, Mao Wu, Naoto Yamaguchi, Michinori Nakata
      Pages 7-15

    2. Granular Computing and Sequential Three-Way Decisions

      • Yiyu Yao
      Pages 16-27

    3. A Scientometrics Study of Rough Sets in Three Decades

      • JingTao Yao, Yan Zhang
      Pages 28-40

    4. Generalizations of Approximations

      • Patrick G. Clark, Jerzy W. Grzymała-Busse, Wojciech Rząsa
      Pages 41-52

    5. Expression and Processing of Uncertain Information

      • Guoyin Wang, Changlin Xu, Hong Yu
      Pages 53-65

    6. Early Development of Rough Sets - From a Personal Perspective

      • S. K. M. Wong
      Pages 66-74

  4. Foundations and Probabilistic Rough Sets

    1. Contraction to Matroidal Structure of Rough Sets

      • Jingqian Wang, William Zhu
      Pages 75-86

    2. Optimal Approximations with Rough Sets

      • Ryszard Janicki, Adam Lenarčič
      Pages 87-98

    3. Partial Approximation of Multisets and Its Applications in Membrane Computing

      • Tamás Mihálydeák, Zoltán Ernő Csajbók
      Pages 99-108

    4. A Formal Concept Analysis Based Approach to Minimal Value Reduction

      • Mei-Zheng Li, Guoyin Wang, Jin Wang
      Pages 109-120

    5. Comparison of Two Models of Probabilistic Rough Sets

      • Bing Zhou, Yiyu Yao
      Pages 121-132

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

      • Yoshifumi Kusunoki, Jerzy Błaszczyński, Masahiro Inuiguchi, Roman Słowiński
      Pages 133-144

    7. Formulating Game Strategies in Game-Theoretic Rough Sets

      • Nouman Azam, JingTao Yao
      Pages 145-153

  5. Rules, Reducts, Ensembles

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

      • Fawaz Alsolami, Igor Chikalov, Mikhail Moshkov
      Pages 154-165

    2. Robustness Measure of Decision Rules

      • Motoyuki Ohki, Masahiro Inuiguchi
      Pages 166-177

    3. Exploring Margin for Dynamic Ensemble Selection

      • Leijun Li, Qinghua Hu, Xiangqian Wu, Daren Yu
      Pages 178-187

    4. Evaluation of Incremental Change of Set-Based Indices

      • Shusaku Tsumoto, Shoji Hirano
      Pages 188-199

    5. Recent Advances in Decision Bireducts: Complexity, Heuristics and Streams

      • Sebastian Stawicki, Dominik Ślęzak
      Pages 200-212
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  1. Rough Sets and Knowledge Technology

Keywords

About this book

This book constitutes the thoroughly refereed conference proceedings of the 8th International Conference on Rough Sets and Knowledge Technology, RSKT 2013, held in Halifax, Canada in October 2013 as one of the co-located conferences of the 2013 Joint Rough Set Symposium, JRS 2013. The 69 papers (including 44 regular and 25 short papers) included in the JRS proceedings (LNCS 8170 and LNCS 8171) were carefully reviewed and selected from 106 submissions. The papers in this volume cover topics such as history and future of rough sets; foundations and probabilistic rough sets; rules, reducts, ensembles; new trends in computing; three-way decision rough sets; and learning, predicting, modeling.

Editors and Affiliations

  • Saint Mary’s University, Halifax, Canada

    Pawan Lingras

  • Maria Curie-Skłodowska University, Lublin, Poland

    Marcin Wolski

  • University of Granada, Spain

    Chris Cornelis

  • Indian Statistical Institute, Kolkata, India

    Sushmita Mitra

  • University of Warsaw, Warsaw, Poland

    Piotr Wasilewski

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