Computational Intelligence in Intelligent Data Analysis

Author:   Christian Moewes ,  Andreas Nürnberger
Publisher:   Springer-Verlag Berlin and Heidelberg GmbH & Co. KG
Edition:   2013 ed.
Volume:   445
ISBN:  

9783642323775


Pages:   306
Publication Date:   23 August 2012
Format:   Hardback
Availability:   Manufactured on demand   Availability explained
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Computational Intelligence in Intelligent Data Analysis


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Overview

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.

Full Product Details

Author:   Christian Moewes ,  Andreas Nürnberger
Publisher:   Springer-Verlag Berlin and Heidelberg GmbH & Co. KG
Imprint:   Springer-Verlag Berlin and Heidelberg GmbH & Co. K
Edition:   2013 ed.
Volume:   445
Dimensions:   Width: 15.50cm , Height: 1.90cm , Length: 23.50cm
Weight:   0.641kg
ISBN:  

9783642323775


ISBN 10:   3642323774
Pages:   306
Publication Date:   23 August 2012
Audience:   Professional and scholarly ,  Professional & Vocational
Format:   Hardback
Publisher's Status:   Active
Availability:   Manufactured on demand   Availability explained
We will order this item for you from a manufactured on demand supplier.

Table of Contents

Part I Fuzzy Data Analysis.- Part II Hybrid Intelligent Systems.- Part III Uncertainty in Knowledge-based Systems.- Part IV Intelligent Data Analysis.- Part V Applications.- Part VI Closing Remarks.

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