Overview
- Includes supplementary material: sn.pub/extras
Part of the book series: Lecture Notes in Computer Science (LNCS, volume 9436)
Part of the book sub series: Lecture Notes in Artificial Intelligence (LNAI)
Included in the following conference series:
Conference proceedings info: RSKT 2015.
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About this book
This book constitutes the thoroughly refereed conference proceedings of the 10th
International Conference on Rough Sets and Knowledge Technology, RSKT 2015, held
in Tianjin, China, in November 2015, as part of the International Joint Conference on Rough Sets, IJCRS 2015, together with the 15th International Conference on Rough Sets, Fuzzy Sets, Data Mining and Granular Computing, RSFDgrC 2015. The 66 papers presented at IJCRS 2015 were carefully
reviewed and selected from 97 submissions. The 38 papers included in this volume are organized in the following topical sections: rough sets: the experts speak; reducts and rules; three-way decisions; logic and algebra; clustering; rough sets and graphs; and modeling and learning. In addition the volume contains 6 contributions by new fellows of the International Rough Set Society, an invited talk and a tutorial.
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Keywords
- Computer vision
- Data mining
- Distributed computing methodologies
- Ensemble methods
- Machine learning
- Approximation
- Artificial intelligence
- Big data
- Cluster analysis
- Decision systems
- Granular computing
- Information retrieval
- Knowledge representation and reasoning
- Neural networks
- Pattern recognition
- Recommender system
- Rough sets
- Rule learning
- Three-way decisions
- Uncertainty measures
Table of contents (47 papers)
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Front Matter
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Rough Sets: the Experts Speak
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Front Matter
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Tutorial
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Front Matter
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Reducts and Rules
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Front Matter
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Other volumes
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Rough Sets and Knowledge Technology
Editors and Affiliations
Bibliographic Information
Book Title: Rough Sets and Knowledge Technology
Book Subtitle: 10th International Conference, RSKT 2015, Held as Part of the International Joint Conference on Rough Sets, IJCRS 2015, Tianjin, China, November 20-23, 2015, Proceedings
Editors: Davide Ciucci, Guoyin Wang, Sushmita Mitra, Wei-Zhi Wu
Series Title: Lecture Notes in Computer Science
DOI: https://doi.org/10.1007/978-3-319-25754-9
Publisher: Springer Cham
eBook Packages: Computer Science, Computer Science (R0)
Copyright Information: Springer International Publishing Switzerland 2015
Softcover ISBN: 978-3-319-25753-2Published: 22 November 2015
eBook ISBN: 978-3-319-25754-9Published: 21 November 2015
Series ISSN: 0302-9743
Series E-ISSN: 1611-3349
Edition Number: 1
Number of Pages: XVI, 538
Number of Illustrations: 114 b/w illustrations, 42 illustrations in colour
Topics: Artificial Intelligence, Computer Applications, Database Management, Numerical Analysis, Data Mining and Knowledge Discovery, Pattern Recognition