Rough Sets: International Joint Conference, IJCRS 2025, Chongqing, China, May 11–13, 2025.

Qinghua Zhang; Christopher Henry; Richard Jensen; Xinbo Gao; Guoyin Wang; JingTao Yao; Chris Cornelis; Shuyin Xia

doi:10.1007/978-3-031-92747-8

Rough Sets: International Joint Conference, IJCRS 2025, Chongqing, China, May 11–13, 2025.

Qinghua Zhang (Editor), Christopher Henry (Editor), Richard Jensen (Editor), Xinbo Gao (Editor), Guoyin Wang (Editor), JingTao Yao (Editor), Chris Cornelis (Editor), Shuyin Xia (Editor)

Department of Computer Science

Research output: Book/Report › Edited book

Abstract

This three-volume set LNAI 15708-15709-15110 constitutes the proceedings of the International Joint Conference on Rough Sets, IJCRS 2025, held in Chongqing, China, during May 11–13, 2025.
The 90 full papers included in these volumes were carefully reviewed and selected from 187 submissions. They are organized in topical sections as follows:
Part I: Rough Set Models and Foundations; Fuzzy Rough Sets and Rough Fuzzy Sets; and Granular Computing.
Part II: Rough Set Applications; Feature Selection and Knowledge Discovery; and Cognitive Computing.
Part III: Three-way Data Analytics and Decision; Medicine and Health Data Mining; and Applications of Deep Learning and Soft Computing.

Original language	English
Publisher	Springer Nature
ISBN (Electronic)	978-3-031-92747-8
ISBN (Print)	978-3-031-92746-1
DOIs	https://doi.org/10.1007/978-3-031-92747-8
Publication status	Published - 2025

Publication series

Name	Lecture Notes in Computer Science
Publisher	Springer Nature
ISSN (Print)	0302-9743
ISSN (Electronic)	1611-3349

Keywords

incomplete data
uncertainty
data analytics
information extraction
feature selection
cognitive science
clustering and classification
reasoning about belief and knowledge
rule learning
nearset-neighbour search
vagueness and fuzzy logic
sequential decision making image processing
health informatics
Q-learning

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10.1007/978-3-031-92747-8

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title = "Rough Sets: International Joint Conference, IJCRS 2025, Chongqing, China, May 11–13, 2025.",

abstract = "This three-volume set LNAI 15708-15709-15110 constitutes the proceedings of the International Joint Conference on Rough Sets, IJCRS 2025, held in Chongqing, China, during May 11–13, 2025.The 90 full papers included in these volumes were carefully reviewed and selected from 187 submissions. They are organized in topical sections as follows:Part I: Rough Set Models and Foundations; Fuzzy Rough Sets and Rough Fuzzy Sets; and Granular Computing.Part II: Rough Set Applications; Feature Selection and Knowledge Discovery; and Cognitive Computing.Part III: Three-way Data Analytics and Decision; Medicine and Health Data Mining; and Applications of Deep Learning and Soft Computing.",

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editor = "Qinghua Zhang and Christopher Henry and Richard Jensen and Xinbo Gao and Guoyin Wang and JingTao Yao and Chris Cornelis and Shuyin Xia",

year = "2025",

doi = "10.1007/978-3-031-92747-8",

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A2 - Gao, Xinbo

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A2 - Yao, JingTao

A2 - Cornelis, Chris

A2 - Xia, Shuyin

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N2 - This three-volume set LNAI 15708-15709-15110 constitutes the proceedings of the International Joint Conference on Rough Sets, IJCRS 2025, held in Chongqing, China, during May 11–13, 2025.The 90 full papers included in these volumes were carefully reviewed and selected from 187 submissions. They are organized in topical sections as follows:Part I: Rough Set Models and Foundations; Fuzzy Rough Sets and Rough Fuzzy Sets; and Granular Computing.Part II: Rough Set Applications; Feature Selection and Knowledge Discovery; and Cognitive Computing.Part III: Three-way Data Analytics and Decision; Medicine and Health Data Mining; and Applications of Deep Learning and Soft Computing.

AB - This three-volume set LNAI 15708-15709-15110 constitutes the proceedings of the International Joint Conference on Rough Sets, IJCRS 2025, held in Chongqing, China, during May 11–13, 2025.The 90 full papers included in these volumes were carefully reviewed and selected from 187 submissions. They are organized in topical sections as follows:Part I: Rough Set Models and Foundations; Fuzzy Rough Sets and Rough Fuzzy Sets; and Granular Computing.Part II: Rough Set Applications; Feature Selection and Knowledge Discovery; and Cognitive Computing.Part III: Three-way Data Analytics and Decision; Medicine and Health Data Mining; and Applications of Deep Learning and Soft Computing.

KW - incomplete data

KW - uncertainty

KW - data analytics

KW - information extraction

KW - feature selection

KW - cognitive science

KW - clustering and classification

KW - reasoning about belief and knowledge

KW - rule learning

KW - nearset-neighbour search

KW - vagueness and fuzzy logic

KW - sequential decision making image processing

KW - health informatics

KW - Q-learning

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ER -

Rough Sets: International Joint Conference, IJCRS 2025, Chongqing, China, May 11–13, 2025.

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Keywords

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