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Transactions on Rough Sets I

  • Conference proceedings
  • © 2004

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. Jerzy W. Grzymała-Busse

    1. Institute of Computer Science, Polish Academy of Sciences, Warsaw, Poland

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  4. Bożena Kostek

    1. Multimedia Systems Department, Gdańsk University of Technology, Gdańsk, Poland

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  5. Roman W. Świniarski

    1. Department of Mathematical and Computer Sciences, San Diego State University, San Diego, USA

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  6. Marcin S. Szczuka

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

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Part of the book series: Lecture Notes in Computer Science (LNCS, volume 3100)

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

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Table of contents (19 papers)

  1. Front Matter

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  2. Rough Sets – Introduction

    1. Some Issues on Rough Sets

      • Zdzisław Pawlak
      Pages 1-58

  3. Rough Sets – Theory

    1. Learning Rules from Very Large Databases Using Rough Multisets

      • Chien-Chung Chan
      Pages 59-77

    2. Data with Missing Attribute Values: Generalization of Indiscernibility Relation and Rule Induction

      • Jerzy W. Grzymala-Busse
      Pages 78-95

    3. Generalizations of Rough Sets and Rule Extraction

      • Masahiro Inuiguchi
      Pages 96-119

    4. Towards Scalable Algorithms for Discovering Rough Set Reducts

      • Marzena Kryszkiewicz, Katarzyna Cichoń
      Pages 120-143

    5. Variable Precision Fuzzy Rough Sets

      • Alicja Mieszkowicz-Rolka, Leszek Rolka
      Pages 144-160

    6. Greedy Algorithm of Decision Tree Construction for Real Data Tables

      • Mikhail Ju. Moshkov
      Pages 161-168

    7. Consistency Measures for Conflict Profiles

      • Ngoc Thanh Nguyen, Michal Malowiecki
      Pages 169-186

    8. Layered Learning for Concept Synthesis

      • Sinh Hoa Nguyen, Jan Bazan, Andrzej Skowron, Hung Son Nguyen
      Pages 187-208

    9. Basic Algorithms and Tools for Rough Non-deterministic Information Analysis

      • Hiroshi Sakai, Akimichi Okuma
      Pages 209-231

    10. A Partition Model of Granular Computing

      • Yiyu Yao
      Pages 232-253

  4. Rough Sets – Applications

    1. Musical Phrase Representation and Recognition by Means of Neural Networks and Rough Sets

      • Andrzej Czyzewski, Marek Szczerba, Bozena Kostek
      Pages 254-278

    2. Processing of Musical Metadata Employing Pawlak’s Flow Graphs

      • Bozena Kostek, Andrzej Czyzewski
      Pages 279-298

    3. Data Decomposition and Decision Rule Joining for Classification of Data with Missing Values

      • Rafał Latkowski, Michał Mikołajczyk
      Pages 299-320

    4. Rough Sets and Relational Learning

      • R. S. Milton, V. Uma Maheswari, Arul Siromoney
      Pages 321-337

    5. Approximation Space for Software Models

      • James F. Peters, Sheela Ramanna
      Pages 338-355

    6. Application of Rough Sets to Environmental Engineering Models

      • Robert H. Warren, Julia A. Johnson, Gordon H. Huang
      Pages 356-374

    7. Rough Set Theory and Decision Rules in Data Analysis of Breast Cancer Patients

      • Jerzy Załuski, Renata Szoszkiewicz, Jerzy Krysiński, Jerzy Stefanowski
      Pages 375-391

    8. Independent Component Analysis, Principal Component Analysis and Rough Sets in Face Recognition

      • Roman W. Świniarski, Andrzej Skowron
      Pages 392-404
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Keywords

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, Marcin S. Szczuka

  • Institute of Computer Science, Polish Academy of Sciences, Warsaw, Poland

    Jerzy W. Grzymała-Busse

  • Multimedia Systems Department, Gdańsk University of Technology, Gdańsk, Poland

    Bożena Kostek

  • Department of Mathematical and Computer Sciences, San Diego State University, San Diego, USA

    Roman W. Świniarski

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