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  • Conference proceedings
  • © 2021

Rough Sets

International Joint Conference, IJCRS 2021, Bratislava, Slovakia, September 19–24, 2021, Proceedings

Part of the book series: Lecture Notes in Computer Science (LNCS, volume 12872)

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

Conference series link(s): IJCRS: International Joint Conference on Rough Sets

Conference proceedings info: IJCRS 2021.

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  • ISBN: 978-3-030-87334-9
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Table of contents (25 papers)

  1. Front Matter

    Pages i-xv
  2. Core Rough Set Models and Methods

    1. Front Matter

      Pages 73-73
    2. Possible Coverings in Incomplete Information Tables with Similarity of Values

      • Michinori Nakata, Norio Saito, Hiroshi Sakai, Takeshi Fujiwara
      Pages 83-89
    3. The RSDS: A Current State and Future Plans

      • Zbigniew Suraj, Piotr Grochowalski
      Pages 97-102
  3. Related Methods and Hybridization

    1. Front Matter

      Pages 121-121
    2. Minimizing Depth of Decision Trees with Hypotheses

      • Mohammad Azad, Igor Chikalov, Shahid Hussain, Mikhail Moshkov
      Pages 123-133
    3. Right Adjoint Algebras Versus Operator Left Residuated Posets

      • M. Eugenia Cornejo, Jesús Medina
      Pages 180-191
    4. Adapting Fuzzy Rough Sets for Classification with Missing Values

      • Oliver Urs Lenz, Daniel Peralta, Chris Cornelis
      Pages 192-200

Other Volumes

  1. Rough Sets

    International Joint Conference, IJCRS 2021, Bratislava, Slovakia, September 19–24, 2021, Proceedings

About this book

The volume LNAI 12872 constitutes the proceedings of the International Joint Conference on Rough Sets, IJCRS 2021, Bratislava, Slovak Republic, in September 2021. The conference was held as a hybrid event due to the COVID-19 pandemic.

The 13 full paper and 7 short papers presented were carefully reviewed and selected from 26 submissions, along with 5 invited papers. The papers are grouped in the following topical sections: core rough set models and methods, related methods and hybridization, and areas of applications.

Keywords

  • artificial intelligence
  • attribute reduction
  • clustering algorithms
  • computer systems
  • computer vision
  • data mining
  • decision tables
  • decision theory
  • fuzzy sets
  • information granulation
  • machine learning
  • pattern recognition
  • petri nets
  • rough set theory
  • rough-fuzzy

Editors and Affiliations

  • University of Winnipeg, Winnipeg, Canada

    Sheela Ramanna

  • Ghent University, Gent, Belgium

    Chris Cornelis

  • University of Milano-Bicocca, Milan, Italy

    Davide Ciucci

Bibliographic Information

Buying options

eBook USD 79.99
Price excludes VAT (USA)
  • ISBN: 978-3-030-87334-9
  • Instant PDF download
  • Readable on all devices
  • Own it forever
  • Exclusive offer for individuals only
  • Tax calculation will be finalised during checkout
Softcover Book USD 99.99
Price excludes VAT (USA)