International Series in Intelligent Technologies

Dynamic Fuzzy Pattern Recognition with Applications to Finance and Engineering

Authors: Angstenberger, Larisa

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eBook $149.00
price for USA (gross)
  • ISBN 978-94-017-1312-2
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Hardcover $189.00
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  • ISBN 978-0-7923-7503-6
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Softcover $189.00
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  • ISBN 978-90-481-5775-4
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  • Usually dispatched within 3 to 5 business days.
About this book

Dynamic Fuzzy Pattern Recognition with Applications to Finance and Engineering focuses on fuzzy clustering methods which have proven to be very powerful in pattern recognition and considers the entire process of dynamic pattern recognition. This book sets a general framework for Dynamic Pattern Recognition, describing in detail the monitoring process using fuzzy tools and the adaptation process in which the classifiers have to be adapted, using the observations of the dynamic process. It then focuses on the problem of a changing cluster structure (new clusters, merging of clusters, splitting of clusters and the detection of gradual changes in the cluster structure). Finally, the book integrates these parts into a complete algorithm for dynamic fuzzy classifier design and classification.

Reviews

`The book could be considered as a lucid, clear and well to read theoretical treatise about fuzzy dynamic pattern recognition. It is particularly commendable that Dr. Angstenberger does not stop here, but that she shows very clearly how her suggestions really work in applications.
In my view this book really presents a breakthrough in a new area of pattern recognition. It will certainly be the basis for many other research projects and real applications. I can only congratulate her to this excellent scientific and application oriented work and hope that it may be of benefit to many scientists and practitioners.'
From the foreword by H.-J. Zimmermann, Aachen, Germany, January 2001

Table of contents (7 chapters)

  • Introduction

    Angstenberger, Larisa

    Pages 1-5

  • General Framework of Dynamic Pattern Recognition

    Angstenberger, Larisa

    Pages 7-36

  • Stages of the Dynamic Pattern Recognition Process

    Angstenberger, Larisa

    Pages 37-78

  • Dynamic Fuzzy Classifier Design with Point-Prototype Based Clustering Algorithms

    Angstenberger, Larisa

    Pages 79-153

  • Similarity Concepts for Dynamic Objects in Pattern Recognition

    Angstenberger, Larisa

    Pages 155-198

Buy this book

eBook $149.00
price for USA (gross)
  • ISBN 978-94-017-1312-2
  • Digitally watermarked, DRM-free
  • Included format: PDF
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Hardcover $189.00
price for USA
  • ISBN 978-0-7923-7503-6
  • Free shipping for individuals worldwide
  • Usually dispatched within 3 to 5 business days.
Softcover $189.00
price for USA
  • ISBN 978-90-481-5775-4
  • Free shipping for individuals worldwide
  • Usually dispatched within 3 to 5 business days.
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Bibliographic Information

Bibliographic Information
Book Title
Dynamic Fuzzy Pattern Recognition with Applications to Finance and Engineering
Authors
Series Title
International Series in Intelligent Technologies
Series Volume
17
Copyright
2001
Publisher
Springer Netherlands
Copyright Holder
Springer Science+Business Media New York
eBook ISBN
978-94-017-1312-2
DOI
10.1007/978-94-017-1312-2
Hardcover ISBN
978-0-7923-7503-6
Softcover ISBN
978-90-481-5775-4
Series ISSN
1382-3434
Edition Number
1
Number of Pages
XXII, 288
Topics