Computational Intelligence in Intelligent Data Analysis

  • Christian Moewes
  • Andreas Nürnberger
Part of the Studies in Computational Intelligence book series (SCI, volume 445)

Table of contents

  1. Front Matter
    Pages 1-8
  2. Fuzzy Data Analysis

    1. Front Matter
      Pages 1-1
    2. Christian Borgelt
      Pages 3-16
    3. Eyke Hüllermeier, Ali Fallah Tehrani
      Pages 17-29
    4. Balasubramaniam Jayaram, Frank Klawonn
      Pages 31-44
    5. Kai Michels
      Pages 45-59
    6. Thomas A. Runkler
      Pages 61-72
  3. Hybrid Intelligent Systems

    1. Front Matter
      Pages 73-73
    2. Mario A. Muñoz, Michael Kirley, Saman K. Halgamuge
      Pages 75-89
    3. Detlef D. Nauck, Andreas Nürnberger
      Pages 91-109
  4. Uncertainty in Knowledge-Based Systems

    1. Front Matter
      Pages 151-151
  5. Uncertainty in Knowledge-based Systems

    1. Jörg Gebhardt, Aljoscha Klose, Jan Wendler
      Pages 153-165
    2. Arif ul Maula Khan, Markus Reischl, Brigitte Schweitzer, Carsten Weiss, Ralf Mikut
      Pages 167-178
  6. Intelligent Data Analysis

About these proceedings

Introduction

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.

Keywords

Computational Intelligence Intelligent Data Analysis

Editors and affiliations

  • Christian Moewes
    • 1
  • Andreas Nürnberger
    • 2
  1. 1.Faculty of Computer ScienceOtto-von-Guericke-University MagdeburgMagdeburgGermany
  2. 2., Faculty of Computer ScienceOtto-von-Guericke University MagdeburgMagdeburgGermany

Bibliographic information

  • DOI https://doi.org/10.1007/978-3-642-32378-2
  • Copyright Information Springer-Verlag Berlin Heidelberg 2013
  • Publisher Name Springer, Berlin, Heidelberg
  • eBook Packages Engineering
  • Print ISBN 978-3-642-32377-5
  • Online ISBN 978-3-642-32378-2
  • Series Print ISSN 1860-949X
  • Series Online ISSN 1860-9503
  • About this book