Overview
- Includes supplementary material: sn.pub/extras
Part of the book series: Lecture Notes in Computer Science (LNCS, volume 9437)
Part of the book sub series: Lecture Notes in Artificial Intelligence (LNAI)
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Table of contents (45 papers)
-
Rough Sets: The Experts Speak
-
Generalized Rough Sets
Keywords
- Approximation
- Big data
- Decision tables
- Machine learning
- Soft computing
- Covering-based rough sets
- Cyber-physical systems
- Deep learning
- Ensemble methods
- Feature extraction
- Fuzzy and rough hybridization
- Game
- Theoretic rough sets
- Granular computing
- Image analysis
- Imprecision
- Incompleteness
- Knowledge representation
- Semi-supervised learning
- Support vector machines
- Vagueness
About this book
This book constitutes the refereed conference proceedings of the 15th International Conference on Rough Sets, Fuzzy Sets, Data Mining and Granular Computing, RSFDGrC 2015, held in Tianjin, China in November 2015 as one of the co-located conference of the 2015 Joint Rough Set Symposium, JRS 2015.
The 44 papers were carefully reviewed and selected from 97 submissions. The papers in this volume cover topics such as rough sets: the experts speak; generalized rough sets; rough sets and graphs; rough and fuzzy hybridization; granular computing; data mining and machine learning; three-way decisions; IJCRS 2015 data challenge.
Editors and Affiliations
Bibliographic Information
Book Title: Rough Sets, Fuzzy Sets, Data Mining, and Granular Computing
Book Subtitle: 15th International Conference, RSFDGrC 2015, Tianjin, China, November 20-23, 2015, Proceedings
Editors: Yiyu Yao, Qinghua Hu, Hong Yu, Jerzy W. Grzymala-Busse
Series Title: Lecture Notes in Computer Science
DOI: https://doi.org/10.1007/978-3-319-25783-9
Publisher: Springer Cham
eBook Packages: Computer Science, Computer Science (R0)
Copyright Information: Springer International Publishing Switzerland 2015
Softcover ISBN: 978-3-319-25782-2Published: 22 November 2015
eBook ISBN: 978-3-319-25783-9Published: 21 November 2015
Series ISSN: 0302-9743
Series E-ISSN: 1611-3349
Edition Number: 1
Number of Pages: XVI, 502
Number of Illustrations: 93 b/w illustrations, 47 illustrations in colour
Topics: Artificial Intelligence, Information Systems Applications (incl. Internet), Database Management, Numeric Computing, Data Mining and Knowledge Discovery, Pattern Recognition