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Title Visual explorations in finance : with self-organizing maps / Guido Deboeck and Teuvo Kohonen (eds.)
Published New York : Springer, [2010]


Location Call no. Vol. Availability
 MELB  658.150285 Koh/Vei  AVAILABLE
Description xlv, 258 pages
Contents Pt. 1. Applications. 1. Let Financial Data Speak for Themselves / Carlos Serrano-Cinca. 2. Projection of Long-term Interest Rates with Maps / Eric de Bodt, Philippe Gregoire and Marie Cottrell. 3. Picking Mutual Funds with Self-Organizing Maps / Guido Deboeck. 4. Maps for Analyzing Failures of Small and Medium-sized Enterprises / Kimmo Kiviluoto and Pentti Bergius. 5. Self-Organizing Atlas of Russian Banks / Serge Shumsky and A. V. Yarovoy. 6. Investment Maps of Emerging Markets / Guido Deboeck. 7. A Hybrid Neural Network System for Trading Financial Markets / Marina Resta. 8. Real Estate Investment Appraisal of Land Properties using SOM / Eero Carlson. 9. Real Estate Investment Appraisal of Buildings using SOM / Anna Tulkki. 10. Differential Patterns in Consumer Purchase Preferences using Self-Organizing Maps: A Case Study of China / Bernd Schmitt and Guido Deboeck -- Pt. 2. Methodology, Tools and Techniques. 11. The SOM Methodology / Teuvo Kohonen
12. Self-Organizing Maps of Large Document Collections / Timo Honkela, Krista Lagus and Samuel Kaski. 13. Software Tools for Self-Organizing Maps / Guido Deboeck. 14. Tips for Processing and Color-coding of Self-Organizing Maps / Samuel Kaski and Teuvo Kohanen. 15. Best Practices in Data Mining using Self-Organizing Maps / Guido Deboeck
Bibliography Includes bibliographical references and index
Subject Finance -- Decision making -- Data processing.
Neural networks (Computer science)
Self-organizing maps.
Author Deboeck, Guido J.
Kohonen, Teuvo.
ISBN 9781849969994 (paperback)