Overview
- Includes supplementary material: sn.pub/extras
Part of the book series: Lecture Notes in Computer Science (LNCS, volume 9920)
Part of the book sub series: Lecture Notes in Artificial Intelligence (LNAI)
Included in the following conference series:
Conference proceedings info: IJCRS 2016.
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About this book
This book constitutes the refereed proceedings of the International Joint Conference on Rough Sets, IJCRS 2016, held in Santiago de Chile, Chile, in October 2016.
The 46 revised full papers presented together with 7 keynotes, tutorials and expert papers were carefully reviewed and selected from 108 submissions. The papers are grouped in topical sections on Rough Sets, Approximation and Granulation; Rough Sets, Non-Determinism and Incompleteness; Rough Sets and Three-way Decisions; Fuzziness and Similarity in Knowledge Representation; Machine Learning and Decision Making; Ranking and Clustering; Derivation and Application of Rules and Trees; Derivation and Application of Feature Subsets.
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Keywords
- biologically inspired algorithms
- data analysis
- high-dimensional data
- knowledge representation
- machine learning
- case-based reasoning
- classification
- cloud model
- clustering
- decision trees
- fuzzy logic programming
- game theory
- granular computing
- hypergraph
- information systems
- natural language processing
- probabilistic approximations
- similarity
- social networks
- uncertainty
Table of contents (53 papers)
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Keynotes, Tutorials and Expert Papers
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Rough Sets, Approximation and Granulation
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Rough Sets, Non-Determinism and Incompleteness
Other volumes
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Rough Sets
Editors and Affiliations
Bibliographic Information
Book Title: Rough Sets
Book Subtitle: International Joint Conference, IJCRS 2016, Santiago de Chile, Chile, October 7–11, 2016, Proceedings
Editors: Víctor Flores, Fernando Gomide, Andrzej Janusz, Claudio Meneses, Duoqian Miao, Georg Peters, Dominik Ślęzak, Guoyin Wang, Richard Weber, … Yiyu Yao
Series Title: Lecture Notes in Computer Science
DOI: https://doi.org/10.1007/978-3-319-47160-0
Publisher: Springer Cham
eBook Packages: Computer Science, Computer Science (R0)
Copyright Information: Springer International Publishing AG 2016
Softcover ISBN: 978-3-319-47159-4Published: 29 September 2016
eBook ISBN: 978-3-319-47160-0Published: 28 September 2016
Series ISSN: 0302-9743
Series E-ISSN: 1611-3349
Edition Number: 1
Number of Pages: XVII, 592
Number of Illustrations: 122 b/w illustrations
Topics: Artificial Intelligence, Database Management, Information Systems Applications (incl. Internet), Information Storage and Retrieval, Data Mining and Knowledge Discovery, Computation by Abstract Devices