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Transactions on Rough Sets XIII

  • Conference proceedings
  • © 2011

Overview

Editors:
  1. James F. Peters

    1. Department of Electrical and Computer Engineering, University of Manitoba, Winnipeg, Canada

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  2. Andrzej Skowron

    1. Institute of Mathematics, Warsaw University, Warsaw, Poland

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  3. Chien-Chung Chan

    1. Department of Computer Science, The University of Akron, Akron, USA

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  4. Jerzy W. Grzymala-Busse

    1. Department of Electrical Engineering and Computer Science, The University of Kansas, Lawrence, USA

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  5. Wojciech P. Ziarko

    1. Department of Computer Science, University of Regina, Regina, Canada

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  • special issue on rough sets and current trends in computing

Part of the book series: Lecture Notes in Computer Science (LNCS, volume 6499)

Part of the book sub series: Transactions on Rough Sets (TRS)

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Table of contents (14 papers)

  1. Front Matter

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  2. Bit-Vector Representation of Dominance-Based Approximation Space

    • Chien-Chung Chan, Gwo-Hshiung Tzeng
    Pages 1-16

  3. Approximations of Arbitrary Binary Relations by Partial Orders: Classical and Rough Set Models

    • Ryszard Janicki
    Pages 17-38

  4. Hybridization of Rough Sets and Statistical Learning Theory

    • Wojciech Jaworski
    Pages 39-55

  5. Fuzzy-Rough Nearest Neighbour Classification

    • Richard Jensen, Chris Cornelis
    Pages 56-72

  6. Efficient Mining of Jumping Emerging Patterns with Occurrence Counts for Classification

    • Łukasz Kobyliński, Krzysztof Walczak
    Pages 73-88

  7. Rough Entropy Hierarchical Agglomerative Clustering in Image Segmentation

    • Dariusz Małyszko, Jarosław Stepaniuk
    Pages 89-103

  8. Software Defect Prediction Based on Source Code Metrics Time Series

    • Łukasz Puławski
    Pages 104-120

  9. Risk Assessment in Granular Environments

    • Marcin Szczuka
    Pages 121-134

  10. Core-Generating Discretization for Rough Set Feature Selection

    • David Tian, Xiao-jun Zeng, John Keane
    Pages 135-158

  11. Perceptual Tolerance Intersection

    • Piotr Wasilewski, James F. Peters, Sheela Ramanna
    Pages 159-174

  12. Some Mathematical Structures of Generalized Rough Sets in Infinite Universes of Discourse

    • Wei-Zhi Wu, Ju-Sheng Mi
    Pages 175-206

  13. Quadtree Representation and Compression of Spatial Data

    • Xiang Yin, Ivo Düntsch, Günther Gediga
    Pages 207-239

  14. Solving the Attribute Reduction Problem with Ant Colony Optimization

    • Hong Yu, Guoyin Wang, Fakuan Lan
    Pages 240-259

  15. A Note on Attribute Reduction in the Decision-Theoretic Rough Set Model

    • Yan Zhao, S. K. M. Wong, Yiyu Yao
    Pages 260-275

  16. Back Matter

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Keywords

About this book

The LNCS journal Transactions on Rough Sets is devoted to the entire spectrum of rough sets related issues, from logical and mathematical foundations, through all aspects of rough set theory and its applications, such as data mining, knowledge discovery, and intelligent information processing, to relations between rough sets and other approaches to uncertainty, vagueness, and incompleteness, such as fuzzy sets and theory of evidence.

Volume XIII contains 14 papers which introduce a number of new advances in both the foundations and the applications of rough sets. These are mathematical structures of generalized rough sets in infinite universes, approximations of arbitrary binary relations, and attribute reduction in decision-theoretic rough sets. Methodological advances introduce rough set-based and hybrid methodologies for learning theory, attribution reduction, decision analysis, risk assessment, and data mining tasks such as classification and clustering. In addition, this volume contains regular articles on mining temporal software metrics data, C-GAME discretization method, perceptual tolerance intersection as an example of a near set operation and compression of spatial data with quadtree structures.

Editors and Affiliations

  • Department of Electrical and Computer Engineering, University of Manitoba, Winnipeg, Canada

    James F. Peters

  • Institute of Mathematics, Warsaw University, Warsaw, Poland

    Andrzej Skowron

  • Department of Computer Science, The University of Akron, Akron, USA

    Chien-Chung Chan

  • Department of Electrical Engineering and Computer Science, The University of Kansas, Lawrence, USA

    Jerzy W. Grzymala-Busse

  • Department of Computer Science, University of Regina, Regina, Canada

    Wojciech P. Ziarko

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