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Rough Sets

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

  • Conference proceedings
  • © 2021

Overview

Editors:
  1. Sheela Ramanna

    1. University of Winnipeg, Winnipeg, Canada

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  2. Chris Cornelis

    1. Ghent University, Gent, Belgium

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  3. Davide Ciucci

    1. University of Milano-Bicocca, Milan, Italy

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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)

Included in the following conference series:

Conference proceedings info: IJCRS 2021.

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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.

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Table of contents (25 papers)

  1. Front Matter

    Pages i-xv
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  2. Invited Papers

    1. Front Matter

      Pages 1-1
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    2. Mining Incomplete Data Using Global and Saturated Probabilistic Approximations Based on Characteristic Sets and Maximal Consistent Blocks

      • Patrick G. Clark, Jerzy W. Grzymala-Busse, Zdzislaw S. Hippe, Teresa Mroczek
      Pages 3-17

    3. Determining Tanimoto Similarity Neighborhoods of Real-Valued Vectors by Means of the Triangle Inequality and Bounds on Lengths

      • Marzena Kryszkiewicz
      Pages 18-34

    4. Rough-Fuzzy Segmentation of Brain MR Volumes: Applications in Tumor Detection and Malignancy Assessment

      • Pradipta Maji, Shaswati Roy
      Pages 35-43

    5. DDAE-GAN: Seismic Data Denoising by Integrating Autoencoder and Generative Adversarial Network

      • Fan Min, Lin-Rong Wang, Shu-Lin Pan, Guo-Jie Song
      Pages 44-56

    6. Classification of Multi-class Imbalanced Data: Data Difficulty Factors and Selected Methods for Improving Classifiers

      • Jerzy Stefanowski
      Pages 57-72

  3. Core Rough Set Models and Methods

    1. Front Matter

      Pages 73-73
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    2. General Rough Modeling of Cluster Analysis

      • A. Mani
      Pages 75-82

    3. Possible Coverings in Incomplete Information Tables with Similarity of Values

      • Michinori Nakata, Norio Saito, Hiroshi Sakai, Takeshi Fujiwara
      Pages 83-89

    4. Attribute Reduction Using Functional Dependency Relations in Rough Set Theory

      • Mauricio Restrepo, Chris Cornelis
      Pages 90-96

    5. The RSDS: A Current State and Future Plans

      • Zbigniew Suraj, Piotr Grochowalski
      Pages 97-102

    6. Many-Valued Dynamic Object-Oriented Inheritance and Approximations

      • Andrzej Szałas
      Pages 103-119

  4. Related Methods and Hybridization

    1. Front Matter

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

      • Mohammad Azad, Igor Chikalov, Shahid Hussain, Mikhail Moshkov
      Pages 123-133

    3. The Influence of Fuzzy Expectations on Triples of Triangular Norms in the Weighted Fuzzy Petri Net for the Subject Area of Passenger Transport Logistics

      • Yurii Bloshko, Zbigniew Suraj, Oksana Olar
      Pages 134-148

    4. Possibility Distributions Generated by Intuitionistic \(\textsf {L}\)-Fuzzy Sets

      • Stefania Boffa, Davide Ciucci
      Pages 149-163

    5. Feature Selection and Disambiguation in Learning from Fuzzy Labels Using Rough Sets

      • Andrea Campagner, Davide Ciucci
      Pages 164-179

    6. Right Adjoint Algebras Versus Operator Left Residuated Posets

      • M. Eugenia Cornejo, Jesús Medina
      Pages 180-191

    7. Adapting Fuzzy Rough Sets for Classification with Missing Values

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

  1. Rough Sets

Editors and Affiliations

  • University of Winnipeg, Winnipeg, Canada

    Sheela Ramanna

  • Ghent University, Gent, Belgium

    Chris Cornelis

  • University of Milano-Bicocca, Milan, Italy

    Davide Ciucci

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