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Rough Sets

International Joint Conference, IJCRS 2024, Halifax, NS, Canada, May 17–20, 2024, Proceedings, Part II

  • Conference proceedings
  • © 2024

Overview

Editors:
  1. Mengjun Hu

    1. Saint Mary's University, halifax, Canada

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  2. Chris Cornelis

    1. Ghent University, Ghent, Belgium

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  3. Yan Zhang

    1. California State University, San Bernardino, USA

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  4. Pawan Lingras

    1. Saint Mary's University, Halifax, Canada

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  5. Dominik Ślęzak

    1. University of Warsaw, Warsaw, 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 14840)

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

Included in the following conference series:

Conference proceedings info: IJCRS 2024.

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About this book

This two-volume set LNAI 14839-14840 constitutes the refereed proceedings of the International Joint Conference on Rough Sets, IJCRS 2024, held in Halifax, NS, Canada, during May 17–20, 2024.

The 43 full papers included in this book were carefully reviewed and selected from 56 submissions. They are organized in topical sections as follows: 

Part I: Rough Set Models and Foundations; Rule Induction and Machine Learning; Granular Computing; and Rough Set Applications.

part II: Three-Way Decision and Rough Sets; Three-Way Decision in Data Analytics; Three-Way Decision in Broad Senses; Rental Market Data Mining; and Applications of Deep Learning and Soft Computing.

Keywords

Table of contents (21 papers)

  1. Front Matter

    Pages i-xxi
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  2. Three-Way Decision and Rough Sets

    1. Front Matter

      Pages 1-1
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    2. The Visual Analysis of Three-Way Decision Based on Decision-Theoretic Rough Set: A Perspective of Fusing Two-Way Decision Pair

      • Jing Tu, Hong Rao, Jianfeng Xu, Duoqian Miao, Yuanjian Zhang
      Pages 3-13

    3. Triangular Fuzzy Number Intuitionistic Fuzzy Covering Rough Sets and Applications to Decision Making

      • Zhongling Bai, Jiang Chen, Xianyong Zhang
      Pages 14-28

    4. Three-Way Decision of Granular-Ball Rough Sets Based on Fuzziness

      • Zhuangzhuang Liu, Taihua Xu, Jie Yang, Shuyin Xia
      Pages 29-43

  3. Three-Way Decision in Data Analytics

    1. Front Matter

      Pages 45-45
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    2. Three-Way Cost-Performance Approximate Attribute Reduction

      • Jialin Hou, Yiyu Yao
      Pages 47-58

    3. Granular Approximations of Partially-Known Concepts

      • Qiaoyi Li, Chengjun Shi, Han Yang, Yiyu Yao
      Pages 59-73

    4. Robust Online Satellite Video Object Tracking with Self-adoption Uncertainty

      • Ziye Wang, Duoqian Miao
      Pages 74-85

    5. Three-Way Hybrid Sampling Using Granular Balls for Imbalanced Classification

      • Qin Xie, Qinghua Zhang, Nanfang Luo, Guoyin Wang
      Pages 86-102

    6. Identifying Important Concepts in the Concept Lattice Based on Concept Indices

      • Kuo Pang, Zhen Wang, Li Zou, Mingyu Lu
      Pages 103-117

    7. Result-Fusion-Based Temporal-Spatial Composite Sequential Three-Way Decisions

      • Yi Xu, QiSheng Zhu, ZhengYue Pan, ZiHeng Qiu, XiaoJun Sun
      Pages 118-132

  4. Three-Way Decision in Broad Senses

    1. Front Matter

      Pages 133-133
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    2. A Machine-People-Government Triangular Model of Smart Agriculture

      • Chuanlei Zhang, Yiyu Yao
      Pages 135-148

    3. Three-Way Bibliometrics Analytics for Supporting Literature Review

      • Langwangqing Suo, Hai-Long Yang, Yiyu Yao
      Pages 149-164

    4. Approximate Criterion Reduction in Multi-criteria Trilevel Ranking Analysis

      • Chengjun Shi, Mengjun Hu, Qiaoyi Li, Yiyu Yao
      Pages 165-180

    5. New Models of Three-Way Conflict Analysis Based on Decision-Theoretic Rough Sets

      • Ping Liu, Qimei Xiao, Huiying Yu, Guangming Lang
      Pages 181-195

    6. Three-Way Conflict Analysis with Negative Feedback

      • Yucong Yan, Xiaonan Li
      Pages 196-209

  5. Rental Market Data Mining

    1. Front Matter

      Pages 211-211
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    2. Estate 360: AI-Driven Centralized Real Estate Platform

      • Neeyati Mehta, Sameer Patel, Zaid Shaikh, Jerry Caleb, Kritika Koirala
      Pages 213-229
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Other volumes

  1. Rough Sets

  2. Rough Sets

Editors and Affiliations

  • Saint Mary's University, halifax, Canada

    Mengjun Hu

  • Ghent University, Ghent, Belgium

    Chris Cornelis

  • California State University, San Bernardino, USA

    Yan Zhang

  • Saint Mary's University, Halifax, Canada

    Pawan Lingras

  • University of Warsaw, Warsaw, Poland

    Dominik Ślęzak

  • University of Regina, Regina, Canada

    JingTao Yao

Bibliographic Information

  • Book Title: Rough Sets

  • Book Subtitle: International Joint Conference, IJCRS 2024, Halifax, NS, Canada, May 17–20, 2024, Proceedings, Part II

  • Editors: Mengjun Hu, Chris Cornelis, Yan Zhang, Pawan Lingras, Dominik Ślęzak, JingTao Yao

  • Series Title: Lecture Notes in Computer Science

  • DOI: https://doi.org/10.1007/978-3-031-65668-2

  • 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 2024

  • Softcover ISBN: 978-3-031-65667-5Published: 25 July 2024

  • eBook ISBN: 978-3-031-65668-2Published: 24 July 2024

  • Series ISSN: 0302-9743

  • Series E-ISSN: 1611-3349

  • Edition Number: 1

  • Number of Pages: XXI, 326

  • Number of Illustrations: 20 b/w illustrations, 64 illustrations in colour

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

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