Overview
- Present sleading Research on Computational Intelligence in Intelligent Data Analysis
- Festschrift published on the occasion of Rudolf Kruses 60th birthday
- Written by experts in the field
Part of the book series: Studies in Computational Intelligence (SCI, volume 445)
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About this book
Complex systems and their phenomena are ubiquitous as they can be
found in biology, finance, the humanities, management sciences,
medicine, physics and similar fields.
For many problems in these fields, there are no conventional ways to
mathematically or analytically solve them completely at low cost. On
the other hand, nature already solved many optimization problems
efficiently. Computational intelligence attempts to mimic
nature-inspired problem-solving strategies and methods.
These strategies can be used to study, model and analyze complex
systems such that it becomes feasible to handle them. Key areas of
computational intelligence are artificial neural networks,
evolutionary computation and fuzzy systems.
As only a few researchers in that field, Rudolf Kruse has contributed
in many important ways to the understanding, modeling and application
of computational intelligence methods. On occasion of his 60th
birthday, a collection of original papers of leading researchers in
the field of computational intelligence has been collected in this
volume.
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Keywords
Table of contents (21 papers)
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Front Matter
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Hybrid Intelligent Systems
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Front Matter
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Uncertainty in Knowledge-Based Systems
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Front Matter
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Intelligent Data Analysis
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Front Matter
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Editors and Affiliations
Bibliographic Information
Book Title: Computational Intelligence in Intelligent Data Analysis
Editors: Christian Moewes, Andreas Nürnberger
Series Title: Studies in Computational Intelligence
DOI: https://doi.org/10.1007/978-3-642-32378-2
Publisher: Springer Berlin, Heidelberg
eBook Packages: Engineering, Engineering (R0)
Copyright Information: Springer-Verlag Berlin Heidelberg 2013
Hardcover ISBN: 978-3-642-32377-5Published: 23 August 2012
Softcover ISBN: 978-3-642-43085-5Published: 20 September 2014
eBook ISBN: 978-3-642-32378-2Published: 23 August 2012
Series ISSN: 1860-949X
Series E-ISSN: 1860-9503
Edition Number: 1
Number of Pages: X, 306
Topics: Computational Intelligence, Artificial Intelligence, Information Systems Applications (incl. Internet)