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Rough sets = International Joint Conference, IJCRS 2025, Chongqing, China, May 11-13, 2025 : proceedings.. Part I /

Record Type:	Electronic resources : Monograph/item
Title/Author:	Rough sets/ edited by Qinghua Zhang ... [et al.].
Reminder of title:	International Joint Conference, IJCRS 2025, Chongqing, China, May 11-13, 2025 : proceedings.
remainder title:	IJCRS 2025
other author:	Zhang, Qinghua.
corporate name:	International Joint Conference on Rough Sets
Published:	Cham :Springer Nature Switzerland : : 2025.,
Description:	xxvii, 438 p. :ill., digital ;24 cm.
[NT 15003449]:	Rough Set Models and Foundations. -- A Proposal of The Sub attributes Based β Dependency in Rough Sets and Its Calculation. -- Triadic Patterns for Explainable Artificial Intelligence. -- Rough Shadowed Set: Hybridization of Rough Set and Shadowed Set. -- An Analysis of The Efficacy of Rough Set Models within The Framework of Binary Information Tables. -- A Novel Weighted k nearest Neighborhood Rough Set Approach for Interval valued Decision Information System. . A Class specific Attribute Reduction Acceleration Algorithm Based on Neighborhood Rough Set. -- Optimal Scale Selections of Inconsistent Generalized Multi scale Ordered Decision Information Systems with Multi-scale Decision Attributes Based on The Set valued Dominance Matrix. -- New Insights into Reduction Theory: Building on Concept Reduction. -- Fuzzy Rough Sets and Rough Fuzzy Sets. -- Fuzzy Clustering Ensemble Method Based on Dempster-Shafer Theory. -- Attribute Reduction Method of Fuzzy Rough Sets Based on Improved Overlap Degree. -- Intuitionistic Fuzzy Clustering Indexes Based on Generalized Fuzzy Orthopartitions. -- Virtual Exposure Bracketing for HDR Imaging with Fuzzy Membership. -- Attribute Reduction in Multi scale Fuzzy Decision Systems. -- Tri Training with Granular ball in Weighted Fuzzy Rough Sets. -- On q Rung Orthopair Fuzzy Rough Generalized Dombi Aggregation Operators. -- Optimising The Attribute Order in Fuzzy Rough Rule Induction. -- Multi Criteria Attribute Ranking Based on Rough Sets and Interval valued Fuzzy Sets. -- Granular Computing. -- MGSM CAN: Multi-granularity Semantic Margin Cross Annotation Network. -- Hierarchical Multi label Attribute Reduction Based on Granular-ball. -- Similarity Measurement and Application of Normal Clouds Based on Bhattacharyya Distance. -- The Description of Isomorphism Between Concept Lattices Based on The Special Datas. -- Multi view Graph Convolutional Network Via Granular ball Computing. -- Fuzzy Rough Outlier Detection Method in Two layer Granular Ball Space. -- Unsupervised Granular ball Partitioning Algorithm Based on KL Divergence. -- MOGBC: Multi objective Driven Granular Ball Clustering. -- Fast Minimum Spanning Tree Clustering Algorithm Based on Granular ball Computing. -- Improved Distance Measure of Intuitionistic Fuzzy Sets and Its Application in Pattern Recognition.
Contained By:	Springer Nature eBook
Subject:	Rough sets - Congresses. -
Online resource:	https://doi.org/10.1007/978-3-031-92747-8
ISBN:	9783031927478

Rough sets = International Joint Conference, IJCRS 2025, Chongqing, China, May 11-13, 2025 : proceedings.. Part I /
Rough setsInternational Joint Conference, IJCRS 2025, Chongqing, China, May 11-13, 2025 : proceedings.Part I /[electronic resource] :IJCRS 2025edited by Qinghua Zhang ... [et al.]. - Cham :Springer Nature Switzerland :2025. - xxvii, 438 p. :ill., digital ;24 cm. - Lecture notes in computer science,157081611-3349 ;. - Lecture notes in computer science ;15708..

Rough Set Models and Foundations. -- A Proposal of The Sub attributes Based β Dependency in Rough Sets and Its Calculation. -- Triadic Patterns for Explainable Artificial Intelligence. -- Rough Shadowed Set: Hybridization of Rough Set and Shadowed Set. -- An Analysis of The Efficacy of Rough Set Models within The Framework of Binary Information Tables. -- A Novel Weighted k nearest Neighborhood Rough Set Approach for Interval valued Decision Information System. . A Class specific Attribute Reduction Acceleration Algorithm Based on Neighborhood Rough Set. -- Optimal Scale Selections of Inconsistent Generalized Multi scale Ordered Decision Information Systems with Multi-scale Decision Attributes Based on The Set valued Dominance Matrix. -- New Insights into Reduction Theory: Building on Concept Reduction. -- Fuzzy Rough Sets and Rough Fuzzy Sets. -- Fuzzy Clustering Ensemble Method Based on Dempster-Shafer Theory. -- Attribute Reduction Method of Fuzzy Rough Sets Based on Improved Overlap Degree. -- Intuitionistic Fuzzy Clustering Indexes Based on Generalized Fuzzy Orthopartitions. -- Virtual Exposure Bracketing for HDR Imaging with Fuzzy Membership. -- Attribute Reduction in Multi scale Fuzzy Decision Systems. -- Tri Training with Granular ball in Weighted Fuzzy Rough Sets. -- On q Rung Orthopair Fuzzy Rough Generalized Dombi Aggregation Operators. -- Optimising The Attribute Order in Fuzzy Rough Rule Induction. -- Multi Criteria Attribute Ranking Based on Rough Sets and Interval valued Fuzzy Sets. -- Granular Computing. -- MGSM CAN: Multi-granularity Semantic Margin Cross Annotation Network. -- Hierarchical Multi label Attribute Reduction Based on Granular-ball. -- Similarity Measurement and Application of Normal Clouds Based on Bhattacharyya Distance. -- The Description of Isomorphism Between Concept Lattices Based on The Special Datas. -- Multi view Graph Convolutional Network Via Granular ball Computing. -- Fuzzy Rough Outlier Detection Method in Two layer Granular Ball Space. -- Unsupervised Granular ball Partitioning Algorithm Based on KL Divergence. -- MOGBC: Multi objective Driven Granular Ball Clustering. -- Fast Minimum Spanning Tree Clustering Algorithm Based on Granular ball Computing. -- Improved Distance Measure of Intuitionistic Fuzzy Sets and Its Application in Pattern Recognition.

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.

ISBN: 9783031927478

Standard No.: 10.1007/978-3-031-92747-8doiSubjects--Topical Terms:

845502
Rough sets
--Congresses.

LC Class. No.: QA248

Dewey Class. No.: 511.322

Rough sets = International Joint Conference, IJCRS 2025, Chongqing, China, May 11-13, 2025 : proceedings.. Part I /
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