Intelligent Systems Reference Library

Computational Intelligence Paradigms in Economic and Financial Decision Making

Authors: Resta, Marina

  • Provides an overview on how to use soft computing methods as economic and financial decision making tools
  • Focuses on statistical machine learning, agent-based simulation and social networks analysis techniques and connected applications
  • Each chapter includes both explanatory and practical applications with references
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eBook 71,39 €
price for Spain (gross)
  • ISBN 978-3-319-21440-5
  • Digitally watermarked, DRM-free
  • Included format: EPUB, PDF
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Hardcover 124,79 €
price for Spain (gross)
  • ISBN 978-3-319-21439-9
  • Free shipping for individuals worldwide
  • Usually dispatched within 3 to 5 business days.
  • The final prices may differ from the prices shown due to specifics of VAT rules
Softcover 87,46 €
price for Spain (gross)
  • ISBN 978-3-319-36525-1
  • Free shipping for individuals worldwide
  • Usually dispatched within 3 to 5 business days.
  • The final prices may differ from the prices shown due to specifics of VAT rules
About this book

The book focuses on a set of cutting-edge research techniques, highlighting the potential of soft computing tools in the analysis of economic and financial phenomena and in providing support for the decision-making process. In the first part the textbook presents a comprehensive and self-contained introduction to the field of self-organizing maps, elastic maps and social network analysis tools and provides necessary background material on the topic, including a discussion of more recent developments in the field. In the second part the focus is on practical applications, with particular attention paid to budgeting problems, market simulations, and decision-making processes, and on how such problems can be effectively managed by developing proper methods to automatically detect certain patterns. The book offers a valuable resource for both students and practitioners with an introductory-level college math background.

Table of contents (9 chapters)

  • Yet Another Introduction to Self-Organizing Maps

    Resta, Marina

    Pages 3-20

    Preview Buy Chapter 30,19 €
  • Networks Analysis and Beyond

    Resta, Marina

    Pages 21-34

    Preview Buy Chapter 30,19 €
  • Elastic Maps

    Resta, Marina

    Pages 35-45

    Preview Buy Chapter 30,19 €
  • SOM Variants for the Simulation of Market Price Modeling

    Resta, Marina

    Pages 49-67

    Preview Buy Chapter 30,19 €
  • Elastic Maps to Define the Risk Profile of Financial Investments

    Resta, Marina

    Pages 69-92

    Preview Buy Chapter 30,19 €

Buy this book

eBook 71,39 €
price for Spain (gross)
  • ISBN 978-3-319-21440-5
  • Digitally watermarked, DRM-free
  • Included format: EPUB, PDF
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Hardcover 124,79 €
price for Spain (gross)
  • ISBN 978-3-319-21439-9
  • Free shipping for individuals worldwide
  • Usually dispatched within 3 to 5 business days.
  • The final prices may differ from the prices shown due to specifics of VAT rules
Softcover 87,46 €
price for Spain (gross)
  • ISBN 978-3-319-36525-1
  • Free shipping for individuals worldwide
  • Usually dispatched within 3 to 5 business days.
  • The final prices may differ from the prices shown due to specifics of VAT rules
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Bibliographic Information

Bibliographic Information
Book Title
Computational Intelligence Paradigms in Economic and Financial Decision Making
Authors
Series Title
Intelligent Systems Reference Library
Series Volume
99
Copyright
2016
Publisher
Springer International Publishing
Copyright Holder
Springer International Publishing Switzerland
eBook ISBN
978-3-319-21440-5
DOI
10.1007/978-3-319-21440-5
Hardcover ISBN
978-3-319-21439-9
Softcover ISBN
978-3-319-36525-1
Series ISSN
1868-4394
Edition Number
1
Number of Pages
XX, 172
Topics