Overview
- Is a continuation of a number of research streams that have grown out of the seminal work of Zdzislaw Pawlak
- Topics include foundations and applications of rough sets as well as foundations and applications of hybrid methods combining rough sets with other approaches important for the development of intelligent systems
- Includes a chapter on Jan Lukasiewicz and his results on the foundational role as a vehicle for reasoning modes
Part of the book series: Lecture Notes in Computer Science (LNCS, volume 12485)
Part of the book sub series: Transactions on Rough Sets (TRS)
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Table of contents (5 chapters)
Keywords
- approximation spaces
- artificial intelligence
- correlation analysis
- data mining
- decision theory
- distributed computer systems
- Field Programmable Gate Array (FPGA)
- formal logic
- fuzzy sets
- knowledge reduction
- logic programming
- machine learning
- mathematics
- parallel processing systems
- programming languages
- rough set theory
- semantics
- variable precision rough sets
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 XXII in the series is a continuation of a number of research streams that have grown out of the seminal work of Zdzislaw Pawlak during the first decade of the 21st century.
Editors and Affiliations
Bibliographic Information
Book Title: Transactions on Rough Sets XXII
Editors: James F. Peters, Andrzej Skowron
Series Title: Lecture Notes in Computer Science
DOI: https://doi.org/10.1007/978-3-662-62798-3
Publisher: Springer Berlin, Heidelberg
eBook Packages: Computer Science, Computer Science (R0)
Copyright Information: Springer-Verlag GmbH Germany, part of Springer Nature 2020
Softcover ISBN: 978-3-662-62797-6Published: 17 December 2020
eBook ISBN: 978-3-662-62798-3Published: 16 December 2020
Series ISSN: 0302-9743
Series E-ISSN: 1611-3349
Edition Number: 1
Number of Pages: XI, 325
Number of Illustrations: 93 b/w illustrations, 20 illustrations in colour
Topics: Data Mining and Knowledge Discovery, Software Engineering/Programming and Operating Systems, Logic in AI, Computer Systems Organization and Communication Networks, Logics and Meanings of Programs