Studies in Computational Intelligence

Perception-based Data Mining and Decision Making in Economics and Finance

Editors: Batyrshin, Ildar, Sheremetov, Leonid, Zadeh, Lofti A. (Eds.)

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About this book

The primary goal of this book is to present to the scientific and management communities a selection of applications using recent Soft Computing (SC) and Computing with Words and Perceptions (CWP) models and techniques meant to solve some economics and financial problems that are of utmost importance. The book starts with a coverage of data mining tools and techniques that may be of use and significance for economic and financial analyses and applications. Notably, fuzzy and natural language based approaches and solutions for a more human consistent dealing with decision support, time series analysis, forecasting, clustering, etc. are discussed. The second part deals with various decision making models, particularly under probabilistic and fuzzy uncertainty, and their applications in solving a wide array of problems including portfolio optimization, option pricing, financial engineering, risk analysis etc. The selected examples could also serve as a starting point or as an opening out, in the SC and CWP techniques application to a wider range of problems in economics and finance.

Table of contents (4 chapters)

  • Moving Approximation Transform and Local Trend Associations in Time Series Data Bases

    Ildar Batyrshin, Raul Herrera-Avelar, Leonid Sheremetov, Aleksandra Panova

    Pages 55-83

  • Perception-Based Functions in Qualitative Forecasting

    Ildar Batyrshin, Leonid Sheremetov

    Pages 119-134

  • Invariant Hierarchical Clustering Schemes

    Ildar Batyrshin, Tamas Rudas

    Pages 181-206

  • Fuzzy Models in Credit Risk Analysis

    Antonio Carlos Pinto Dias Alves

    Pages 353-367

Buy this book

eBook $209.00
price for USA (gross)
  • ISBN 978-3-540-36247-0
  • Digitally watermarked, DRM-free
  • Included format: PDF
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Hardcover $269.00
price for USA
  • ISBN 978-3-540-36244-9
  • Free shipping for individuals worldwide
  • This title is currently reprinting. You can pre-order your copy now.
Softcover $269.00
price for USA
  • ISBN 978-3-642-07163-8
  • Free shipping for individuals worldwide
  • Usually dispatched within 3 to 5 business days.
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Bibliographic Information

Bibliographic Information
Book Title
Perception-based Data Mining and Decision Making in Economics and Finance
Editors
  • Ildar Batyrshin
  • Leonid Sheremetov
  • Lofti A. Zadeh
Series Title
Studies in Computational Intelligence
Series Volume
36
Copyright
2007
Publisher
Springer-Verlag Berlin Heidelberg
Copyright Holder
Springer-Verlag Berlin Heidelberg
eBook ISBN
978-3-540-36247-0
DOI
10.1007/978-3-540-36247-0
Hardcover ISBN
978-3-540-36244-9
Softcover ISBN
978-3-642-07163-8
Series ISSN
1860-949X
Edition Number
1
Number of Pages
XVI, 367
Topics