Overview
- Offers a timely update on theories,
- methods and applications in different areas of soft computing
- Highlights innovative developments and
- Includes selected contributions presented at the 4th World Conference on Soft Computing, May 25-27, 2014, Berkeley
- Includes supplementary material: sn.pub/extras
Part of the book series: Studies in Fuzziness and Soft Computing (STUDFUZZ, volume 342)
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Table of contents (36 chapters)
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Front Matter
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Educational and Human-Related Issues
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Front Matter
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Image Processing and Pattern Recognition
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Front Matter
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Classification and Clustering
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Front Matter
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Keywords
- Fuzzy Neural Networks
- Adaptive Neuro Fuzzy Inference Systems
- Modular Neural Networks
- Learning And Knowledge Control
- Fuzzy Expert Systems
- Fuzzy Image Processing
- Information Enhancement
- Fuzzy Clustering
- Fuzzy Possibilistic C-Means
- Fuzzy Rule Based Classifiers
- Fuzzy Similarity Measures
- Generalized Markov Chain
- Sugeno Fuzzy Controller
- Mamdani Controller
- Dynamic Parameter Adaptation
- Fuzzy Fault Tree
- Fuzzy Scheduling Models
- Fuzzy Multiagent Control System
- Multi-Criteria Decision Making
- WCSC 2014
About this book
This book reports on advanced theories and cutting-edge applications in the field of soft computing. The individual chapters, written by leading researchers, are based on contributions presented during the 4th World Conference on Soft Computing, held May 25-27, 2014, in Berkeley. The book covers a wealth of key topics in soft computing, focusing on both fundamental aspects and applications. The former include fuzzy mathematics, type-2 fuzzy sets, evolutionary-based optimization, aggregation and neural networks, while the latter include soft computing in data analysis, image processing, decision-making, classification, series prediction, economics, control, and modeling. By providing readers with a timely, authoritative view on the field, and by discussing thought-provoking developments and challenges, the book will foster new research directions in the diverse areas of soft computing.
Editors and Affiliations
Bibliographic Information
Book Title: Recent Developments and New Direction in Soft-Computing Foundations and Applications
Book Subtitle: Selected Papers from the 4th World Conference on Soft Computing, May 25-27, 2014, Berkeley
Editors: Lotfi A. Zadeh, Ali M. Abbasov, Ronald R. Yager, Shahnaz N. Shahbazova, Marek Z. Reformat
Series Title: Studies in Fuzziness and Soft Computing
DOI: https://doi.org/10.1007/978-3-319-32229-2
Publisher: Springer Cham
eBook Packages: Engineering, Engineering (R0)
Copyright Information: Springer International Publishing AG, part of Springer Nature 2016
Hardcover ISBN: 978-3-319-32227-8Published: 07 June 2016
Softcover ISBN: 978-3-319-81228-1Published: 30 May 2018
eBook ISBN: 978-3-319-32229-2Published: 25 May 2016
Series ISSN: 1434-9922
Series E-ISSN: 1860-0808
Edition Number: 1
Number of Pages: VIII, 529
Number of Illustrations: 161 b/w illustrations, 40 illustrations in colour
Topics: Computational Intelligence, Data Mining and Knowledge Discovery, Artificial Intelligence, Mathematical Modeling and Industrial Mathematics, Control and Systems Theory