Editors:
- Offers a timely snapshot on new theories and methods in fuzzy logic
- Provides readers with a broad perspective on the applications of fuzzy sets
- Describes solutions for problems in engineering, medicine, as well as physical and social sciences
Part of the book series: Studies in Fuzziness and Soft Computing (STUDFUZZ, volume 393)
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Table of contents (46 chapters)
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Front Matter
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Big Date and Fuzzy Pattern Recognition
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Front Matter
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Data Processing, Uncertainty and Type-2
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Front Matter
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Fuzzy Knowledge and Fuzzy Estemation
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Front Matter
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Soft Computing and Fuzzy Controllers
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Front Matter
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About this book
This book gathers authoritative contributions in the field of Soft Computing. Based on selected papers presented at the 7th World Conference on Soft Computing, which was held on May 29–31, 2018, in Baku, Azerbaijan, it describes new theoretical advances, as well as cutting-edge methods and applications. New theories and algorithms in fuzzy logic, cognitive modeling, graph theory and metaheuristics are discussed, and applications in data mining, social networks, control and robotics, geoscience, biomedicine and industrial management are described. This book offers a timely, broad snapshot of recent developments, including thought-provoking trends and challenges that are yielding new research directions in the diverse areas of Soft Computing.
Keywords
- Fuzzy Pattern Recognition
- Sentiment analysis
- Knowledge seeding
- Combined fuzzy controller
- Evolutionary optimization algorithms
- Type-2 Fuzzy Sets
- Optimization under fuzzy constraints
- Fuzzy membership functions
- Quadratic Forms
- Mining SCR-patterns
- Uncertainty handling
- Automatic control systems
- Benefit measurement
- Open Vehicle Routing Problem
- Meta-heuristic algorithms
- Fuzzy temporal graph
- Fuzzy regression model
- Engineering Economics
Editors and Affiliations
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Department of Information Technology and Programming, Azerbaijan Technical University, Baku, Azerbaijan
Shahnaz N. Shahbazova
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Systems Research Institute, Polish Academy of Sciences, Warsaw, Poland
Janusz Kacprzyk
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Aurel Vlaicu University of Arad, Arad, Romania
Valentina Emilia Balas
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Department of Computer Science, University of Texas at El Paso, El Paso, USA
Vladik Kreinovich
Bibliographic Information
Book Title: Recent Developments and the New Direction in Soft-Computing Foundations and Applications
Book Subtitle: Selected Papers from the 7th World Conference on Soft Computing, May 29–31, 2018, Baku, Azerbaijan
Editors: Shahnaz N. Shahbazova, Janusz Kacprzyk, Valentina Emilia Balas, Vladik Kreinovich
Series Title: Studies in Fuzziness and Soft Computing
DOI: https://doi.org/10.1007/978-3-030-47124-8
Publisher: Springer Cham
eBook Packages: Intelligent Technologies and Robotics, Intelligent Technologies and Robotics (R0)
Copyright Information: Springer Nature Switzerland AG 2021
Hardcover ISBN: 978-3-030-47123-1Published: 11 July 2020
Softcover ISBN: 978-3-030-47126-2Published: 11 July 2021
eBook ISBN: 978-3-030-47124-8Published: 10 July 2020
Series ISSN: 1434-9922
Series E-ISSN: 1860-0808
Edition Number: 1
Number of Pages: IX, 576
Number of Illustrations: 93 b/w illustrations, 96 illustrations in colour
Topics: Computational Intelligence, Data Mining and Knowledge Discovery, Control and Systems Theory, Engineering Economics, Organization, Logistics, Marketing, Computer Imaging, Vision, Pattern Recognition and Graphics