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Rough Sets

International Joint Conference, IJCRS 2023, Krakow, Poland, October 5–8, 2023, Proceedings

  • Conference proceedings
  • © 2023

Overview

Editors:
  1. Andrea Campagner

    1. IRCCS Istituto Ortopedico Galeazzi, Milano, Italy

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  2. Oliver Urs Lenz

    1. Ghent University, Ghent, Belgium

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  3. Shuyin Xia

    1. Chongqing University of Posts and Telecommunications, Chongqing, China

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  4. Dominik Ślęzak

    1. University of Warsaw, Warsaw, Poland

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  5. Jarosław Wąs

    1. AGH University of Science and Technology, Kraków, Poland

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  6. JingTao Yao

    1. University of Regina, Regina, Canada

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Part of the book series: Lecture Notes in Computer Science (LNCS, volume 14481)

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

Included in the following conference series:

Conference proceedings info: IJCRS 2023.

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About this book

This book constitutes the refereed proceedings of the International Joint Conference on Rough Sets, IJCRS 2023, held in Krakow, Poland, during October 5–8, 2023.



The 43 full papers included in this book were carefully reviewed and selected from 83 submissions. They were organized in topical sections as follows: Rough Set Models, Foundations, Three-way Decisions, Granular Models, Distances and Similarities, Hybrid Approaches, Applications, Cybersecurity and IoT.

Keywords

Table of contents (43 papers)

  1. Front Matter

    Pages i-lix
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  2. Rough Set Models

    1. Front Matter

      Pages 1-1
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    2. Selected Approaches to Conflict Analysis Inspired by the Pawlak Model – Case Study

      • Małgorzata Przybyła-Kasperek, Rafał Deja, Alicja Wakulicz-Deja
      Pages 3-17

    3. Multi-heuristic Induction of Decision Rules

      • Beata Zielosko, Evans Teiko Tetteh, Diana Hunchak
      Pages 18-30

    4. Algebraic Formulations and Geometric Interpretations of Decision-Theoretic Rough Sets

      • Jianfeng Xu, Duoqian Miao, Li Zhang, Yiyu Yao
      Pages 31-45

    5. Reduction of Binary Attributes: Rough Set Theory Versus Formal Concept Analysis

      • Piotr Wasilewski, Janusz Kacprzyk, Sławomir Zadrożny
      Pages 46-61

    6. An Acceleration Method for Attribute Reduction Based on Attribute Synthesis

      • Chengzhi Shi, Taihua Xu, Fuhao Cheng, Xibei Yang, Jianjun Chen
      Pages 62-74

    7. Attribute Reduction Based on the Multi-annulus Model

      • Yan Liu, Jingjing Song, Taihua Xu, Jianjun Chen
      Pages 75-86

  3. Foundations

    1. Front Matter

      Pages 87-87
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    2. Deterministic and Nondeterministic Decision Trees for Decision Tables with Many-Valued Decisions from Closed Classes

      • Azimkhon Ostonov, Mikhail Moshkov
      Pages 89-104

    3. Paraconsistent Logics: A Survey Focussing on the Rough Set Approach

      • Bidhan Saha, Mohua Banerjee, Soma Dutta
      Pages 105-121

    4. Hexagons of Opposition in Linguistic Three-Way Decisions

      • Stefania Boffa, Davide Ciucci
      Pages 122-136

    5. Algebraic Models for Qualified Aggregation in General Rough Sets, and Reasoning Bias Discovery

      • A. Mani
      Pages 137-153

    6. Two-Sorted Modal Logic for Formal and Rough Concepts

      • Prosenjit Howlader, Churn-Jung Liau
      Pages 154-169

    7. Kryszkiewicz’s Relation for Indiscernibility of Objects in Data Tables Containing Missing Values

      • Michinori Nakata, Norio Saito, Hiroshi Sakai, Takeshi Fujiwara
      Pages 170-184

    8. Algebraic, Topological, and Mereological Foundations of Existential Granules

      • A. Mani
      Pages 185-200

    9. Aggregation Operators on Shadowed Sets Deriving from Conditional Events and Consensus Operators

      • Stefania Boffa, Andrea Campagner, Davide Ciucci, Yiyu Yao
      Pages 201-215

    10. Pawlak, Belnap and the Magical Number Seven

      • Salvatore Greco, Roman Słowiński
      Pages 216-228

  4. Three-way Decisions

    1. Front Matter

      Pages 229-229
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    2. Three-Way Conflict Analysis for Three-Valued Situation Tables with Rankings and Reference Tuples

      • Shuting Liu, Mengjun Hu, Zhifei Zhang, Guangming Lang
      Pages 231-245
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Other volumes

  1. Rough Sets

Editors and Affiliations

  • IRCCS Istituto Ortopedico Galeazzi, Milano, Italy

    Andrea Campagner

  • Ghent University, Ghent, Belgium

    Oliver Urs Lenz

  • Chongqing University of Posts and Telecommunications, Chongqing, China

    Shuyin Xia

  • University of Warsaw, Warsaw, Poland

    Dominik Ślęzak

  • AGH University of Science and Technology, Kraków, Poland

    Jarosław Wąs

  • University of Regina, Regina, Canada

    JingTao Yao

Bibliographic Information

  • Book Title: Rough Sets

  • Book Subtitle: International Joint Conference, IJCRS 2023, Krakow, Poland, October 5–8, 2023, Proceedings

  • Editors: Andrea Campagner, Oliver Urs Lenz, Shuyin Xia, Dominik Ślęzak, Jarosław Wąs, JingTao Yao

  • Series Title: Lecture Notes in Computer Science

  • DOI: https://doi.org/10.1007/978-3-031-50959-9

  • Publisher: Springer Cham

  • eBook Packages: Computer Science, Computer Science (R0)

  • Copyright Information: The Editor(s) (if applicable) and The Author(s), under exclusive license to Springer Nature Switzerland AG 2023

  • Softcover ISBN: 978-3-031-50958-2Published: 31 December 2023

  • eBook ISBN: 978-3-031-50959-9Published: 30 December 2023

  • Series ISSN: 0302-9743

  • Series E-ISSN: 1611-3349

  • Edition Number: 1

  • Number of Pages: LIX, 644

  • Number of Illustrations: 52 b/w illustrations, 98 illustrations in colour

  • Topics: Artificial Intelligence, Data Mining and Knowledge Discovery, Computer Applications

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