Editors:
- 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)
Conference series link(s): IJCRS: International Joint Conference on Rough Sets
Conference proceedings info: IJCRS 2016.
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Table of contents (53 papers)
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Front Matter
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Keynotes, Tutorials and Expert Papers
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Front Matter
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Rough Sets, Approximation and Granulation
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Front Matter
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Rough Sets, Non-Determinism and Incompleteness
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Front Matter
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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.
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
Editors and Affiliations
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Universidad Católica del Norte, Antofagasta, Chile
Víctor Flores
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University of Campinas, Campinas, SP, Brazil
Fernando Gomide
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University of Warsaw, Warsaw, Poland
Andrzej Janusz, Dominik Ślęzak
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Universidad del Católica del Norte, Antofagasta, Chile
Claudio Meneses
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Tongji University, Shanghai, China
Duoqian Miao
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University of Applied Sciences, Munich, Germany
Georg Peters
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Chongqing University of Posts and Telecommunications, Chongqing, China
Guoyin Wang
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Universidad de Chile, Santiago, Chile
Richard Weber
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University of Regina, Regina, Canada
Yiyu Yao
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