Overview
- Presents present and future challenges of computational intelligence
- Presents Advances in Data Analysis and Systems Modeling with Computational Intelligence Methods
- Dedicated book to Professor Jacek Zurada
- Includes supplementary material: sn.pub/extras
Part of the book series: Studies in Computational Intelligence (SCI, volume 738)
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Table of contents (18 chapters)
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Front Matter
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Data Mining, Machine Learning, Knowledge Discovery
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Front Matter
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Neural Networks and Connectionist Systems
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Front Matter
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Intelligent Technologies in Systems Modeling
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Front Matter
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Intelligent Technologies in Decision Making, Optimization and Control
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Front Matter
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Applications of Intelligent Technologies
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Front Matter
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Keywords
About this book
This book is a tribute to Professor Jacek Żurada, who is best known for his contributions to computational intelligence and knowledge-based neurocomputing. It is dedicated to Professor Jacek Żurada, Full Professor at the Computational Intelligence Laboratory, Department of Electrical and Computer Engineering, J.B. Speed School of Engineering, University of Louisville, Kentucky, USA, as a token of appreciation for his scientific and scholarly achievements, and for his longstanding service to many communities, notably the computational intelligence community, in particular neural networks, machine learning, data analyses and data mining, but also the fuzzy logic and evolutionary computation communities, to name but a few.
At the same time, the book recognizes and honors Professor Żurada’s dedication and service to many scientific, scholarly and professional societies, especially the IEEE (Institute of Electrical and Electronics Engineers), the world’s largest professional technical professional organization dedicated to advancing science and technology in a broad spectrum of areas and fields.
The volume is divided into five major parts, the first of which addresses theoretic, algorithmic and implementation problems related to the intelligent use of data in the sense of how to derive practically useful information and knowledge from data. In turn, Part 2 is devoted to various aspects of neural networks and connectionist systems. Part 3 deals with essential tools and techniques for intelligent technologies in systems modeling and Part 4 focuses on intelligent technologies in decision-making, optimization and control, while Part 5 explores the applications of intelligent technologies.
Editors and Affiliations
Bibliographic Information
Book Title: Advances in Data Analysis with Computational Intelligence Methods
Book Subtitle: Dedicated to Professor Jacek Żurada
Editors: Adam E Gawęda, Janusz Kacprzyk, Leszek Rutkowski, Gary G. Yen
Series Title: Studies in Computational Intelligence
DOI: https://doi.org/10.1007/978-3-319-67946-4
Publisher: Springer Cham
eBook Packages: Engineering, Engineering (R0)
Copyright Information: Springer International Publishing AG 2018
Hardcover ISBN: 978-3-319-67945-7Published: 05 October 2017
Softcover ISBN: 978-3-319-88516-2Published: 15 August 2018
eBook ISBN: 978-3-319-67946-4Published: 21 September 2017
Series ISSN: 1860-949X
Series E-ISSN: 1860-9503
Edition Number: 1
Number of Pages: XX, 412
Number of Illustrations: 67 b/w illustrations, 59 illustrations in colour