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  • Book
  • © 2017

Thriving Rough Sets

10th Anniversary - Honoring Professor Zdzisław Pawlak's Life and Legacy & 35 Years of Rough Sets

Editors:

  1. Guoyin Wang

    1. Chongqing Key Laboratory of Computational Intelligence, Chongqing University of Posts and Telecommunications, Chongqing, China

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  2. Andrzej Skowron

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

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  3. Yiyu Yao

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

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  4. Dominik Ślęzak

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

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  5. Lech Polkowski

    1. Polish-Japanese Academy IT , Warsaw, Poland

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  • Presents recent research on rough set theory
  • Includes papers commemorating the contributions of Professor Zdzislaw Pawlak
  • Describes essential applications of rough sets
  • Includes supplementary material: sn.pub/extras

Part of the book series: Studies in Computational Intelligence (SCI, volume 708)

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Table of contents (20 chapters)

  1. Front Matter

    Pages i-x
    PDF

  2. Historical Review of Professor Zdzisław Pawlak and Rough Set

    1. Front Matter

      Pages 1-1
      PDF
    2. PDF
    3. PDF

    4. Recent Development of Rough Computing: A Scientometrics View

      • Jing Tao Yao, Adeniyi Onasanya
      Pages 21-45
      PDF

  3. Review of Rough Set Research

    1. Front Matter

      Pages 47-47
      PDF

    2. Rough Sets, Rough Mereology and Uncertainty

      • Lech Polkowski
      Pages 49-85
      PDF

    3. Rough Sets in Machine Learning: A Review

      • Rafael Bello, Rafael Falcon
      Pages 87-118
      PDF

    4. Application of Tolerance Rough Sets in Structured and Unstructured Text Categorization: A Survey

      • Sheela Ramanna, James Francis Peters, Cenker Sengoz
      Pages 119-138
      PDF

    5. Medical Diagnosis: Rough Set View

      • Shusaku Tsumoto
      Pages 139-156
      PDF

    6. Rough Set Analysis of Imprecise Classes

      • Masahiro Inuiguchi
      Pages 157-185
      PDF
    7. PDF
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About this book

This special book is dedicated to the memory of Professor Zdzisław Pawlak, the father of rough set theory, in order to commemorate both the 10th anniversary of his passing and 35 years of rough set theory. The book consists of 20 chapters distributed into four sections, which focus in turn on a historical review of Professor Zdzisław Pawlak and rough set theory; a review of the theory of rough sets; the state of the art of rough set theory; and major developments in rough set based data mining approaches. Apart from Professor Pawlak’s contributions to rough set theory, other areas he was interested in are also included. Moreover, recent theoretical studies and advances in applications are also presented. The book will offer a useful guide for researchers in Knowledge Engineering and Data Mining by suggesting new approaches to solving the problems they encounter.
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Keywords

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Editors and Affiliations

  • Chongqing Key Laboratory of Computational Intelligence, Chongqing University of Posts and Telecommunications, Chongqing, China

    Guoyin Wang

  • Institute of Mathematics, University of Warsaw Institute of Mathematics, Warsaw, Poland

    Andrzej Skowron

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

    Yiyu Yao

  • Institute of Informatics, University of Warsaw, Warsaw, Poland

    Dominik Ślęzak

  • Polish-Japanese Academy IT , Warsaw, Poland

    Lech Polkowski

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Bibliographic Information

  • Book Title: Thriving Rough Sets

  • Book Subtitle: 10th Anniversary - Honoring Professor Zdzisław Pawlak's Life and Legacy & 35 Years of Rough Sets

  • Editors: Guoyin Wang, Andrzej Skowron, Yiyu Yao, Dominik Ślęzak, Lech Polkowski

  • Series Title: Studies in Computational Intelligence

  • DOI: https://doi.org/10.1007/978-3-319-54966-8

  • Publisher: Springer Cham

  • eBook Packages: Engineering, Engineering (R0)

  • Copyright Information: Springer International Publishing AG 2017

  • Hardcover ISBN: 978-3-319-54965-1Published: 05 May 2017

  • Softcover ISBN: 978-3-319-85533-2Published: 25 July 2018

  • eBook ISBN: 978-3-319-54966-8Published: 28 April 2017

  • Series ISSN: 1860-949X

  • Series E-ISSN: 1860-9503

  • Edition Number: 1

  • Number of Pages: X, 439

  • Number of Illustrations: 33 b/w illustrations, 19 illustrations in colour

  • Topics: Computational Intelligence, Artificial Intelligence

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Download book PDF
Download book EPUB

Buy it now

Softcover Book USD 109.99
Price excludes VAT (USA)
  • Compact, lightweight edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info
Hardcover Book USD 109.99
Price excludes VAT (USA)
  • Durable hardcover edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info

Tax calculation will be finalised at checkout

Other ways to access

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