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Advanced Information Processing

Computational Intelligence in Economics and Finance

Editors: Wang, Paul P. (Ed.)

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  • ISBN 978-3-662-06373-6
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Hardcover $279.99
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Softcover $279.99
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  • ISBN 978-3-642-07902-3
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About this book

Due to the ability to handle specific characteristics of economics and finance forecasting problems like e.g. non-linear relationships, behavioral changes, or knowledge-based domain segmentation, we have recently witnessed a phenomenal growth of the application of computational intelligence methodologies in this field.

In this volume, Chen and Wang collected not just works on traditional computational intelligence approaches like fuzzy logic, neural networks, and genetic algorithms, but also examples for more recent technologies like e.g. rough sets, support vector machines, wavelets, or ant algorithms. After an introductory chapter with a structural description of all the methodologies, the subsequent parts describe novel applications of these to typical economics and finance problems like business forecasting, currency crisis discrimination, foreign exchange markets, or stock markets behavior.

Table of contents (23 chapters)

Table of contents (23 chapters)
  • Computational Intelligence in Economics and Finance

    Pages 3-55

    Chen, Shu-Heng (et al.)

  • Intelligent System to Support Judgmental Business Forecasting: the Case of Estimating Hotel Room Demand

    Pages 59-92

    Ghalia, Mounir Ben (et al.)

  • Fuzzy Investment Analysis Using Capital Budgeting and Dynamic Programming Techniques

    Pages 93-128

    Kahraman, Cengiz (et al.)

  • Rough Sets Theory and Multivariate Data Analysis in Classification Problems: a Simulation Study

    Pages 129-147

    Doumpos, Michael (et al.)

  • Forecasting the Opening Cash Price Index in Integrating Grey Forecasting and Neural Networks: Evidence from the SGX-DT MSCI Taiwan Index Futures Contracts

    Pages 151-170

    Lee, Tian-Shyug (et al.)

Buy this book

eBook $219.00
price for USA in USD (gross)
  • ISBN 978-3-662-06373-6
  • Digitally watermarked, DRM-free
  • Included format: PDF
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Hardcover $279.99
price for USA in USD
  • ISBN 978-3-540-44098-7
  • Free shipping for individuals worldwide
  • Usually dispatched within 3 to 5 business days.
Softcover $279.99
price for USA in USD
  • ISBN 978-3-642-07902-3
  • Free shipping for individuals worldwide
  • Usually dispatched within 3 to 5 business days.
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Bibliographic Information

Bibliographic Information
Book Title
Computational Intelligence in Economics and Finance
Editors
  • Paul P. Wang
Series Title
Advanced Information Processing
Copyright
2004
Publisher
Springer-Verlag Berlin Heidelberg
Copyright Holder
Springer-Verlag Berlin Heidelberg
eBook ISBN
978-3-662-06373-6
DOI
10.1007/978-3-662-06373-6
Hardcover ISBN
978-3-540-44098-7
Softcover ISBN
978-3-642-07902-3
Edition Number
1
Number of Pages
XXII, 480
Topics