Overview
- Provides current research and discussions on the entire spectrum of rough sets related issues, from logical and mathematical foundations, through all aspects of rough set theory and its applications
- Contains extended and re-reviewed versions of seven papers presented at the 2012 Workshop on Rough Set Applications (RSA 2012) organized within the 7th International Symposium on Advances in Artificial Intelligence and Applications (AAIA 2012), held as a part of the 2012 Federated Conference on Computer Science and Information Systems (FedCSIS 2012) in Wroclaw, Poland, 9-12 September, 2012
- Features three contributions in the category of short surveys and monographs thus presenting a well-balanced content reflecting the current trends and advances in both the foundations and practical applications of rough sets
- Includes supplementary material: sn.pub/extras
Part of the book series: Lecture Notes in Computer Science (LNCS, volume 8988)
Part of the book sub series: Transactions on Rough Sets (TRS)
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About this book
The LNCS journal Transactions on Rough Sets is devoted to the entire spectrum of rough sets related issues, from logical and mathematical foundations, through all aspects of rough set theory and its applications, such as data mining, knowledge discovery, and intelligent information processing, to relations between rough sets and other approaches to uncertainty, vagueness, and incompleteness, such as fuzzy sets and theory of evidence.
Volume XIX in the series focuses on the current trends and advances in both the foundations and practical applications of rough sets. It contains 7 extended and revised papers originally presented at the Workshop on Rough Set Applications, RSA 2012, held in Wroclaw, Poland, in September 2012. In addition, the book features 3 contributions in the category of short surveys and monographs on the topic.
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Keywords
- approximations of sets
- classifiers
- data mining
- decision-theoretic rough sets
- discretization
- feature selection
- fuzzy rough sets
- information retrieval
- knowledge discovery
- machine learning
- mathematics of computing
- minimal keys
- ontological graphs
- reducts
- relational database
- rough sets
- semantic relations
- text mining
- transportation problem
- uncertainty
Table of contents (10 chapters)
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Front Matter
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Back Matter
Editors and Affiliations
Bibliographic Information
Book Title: Transactions on Rough Sets XIX
Editors: James F. Peters, Andrzej Skowron, Dominik Ślȩzak, Hung Son Nguyen, Jan G. Bazan
Series Title: Lecture Notes in Computer Science
DOI: https://doi.org/10.1007/978-3-662-47815-8
Publisher: Springer Berlin, Heidelberg
eBook Packages: Computer Science, Computer Science (R0)
Copyright Information: Springer-Verlag Berlin Heidelberg 2015
Softcover ISBN: 978-3-662-47814-1Published: 15 July 2015
eBook ISBN: 978-3-662-47815-8Published: 04 July 2015
Series ISSN: 0302-9743
Series E-ISSN: 1611-3349
Edition Number: 1
Number of Pages: IX, 367
Number of Illustrations: 84 b/w illustrations
Topics: Pattern Recognition, Numeric Computing, Artificial Intelligence, Mathematical Logic and Formal Languages, Database Management