Title | Visual Explorations in Finance [electronic resource] : with Self-Organizing Maps / edited by Guido Deboeck, Teuvo Kohonen |
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Imprint | London : Springer London : Imprint: Springer, 1998 |
Connect to | http://dx.doi.org/10.1007/978-1-4471-3913-3 |
Descript | XLV, 258 p. 135 illus., 13 illus. in color. online resource |
1: Applications -- 1 Let Financial Data Speak for Themselves -- 2 Projection of Long-term Interest Rates with Maps -- 3 Picking Mutual Funds with Self-Organizing Maps -- 4 Maps for Analyzing Failures of Small and Medium-sized Enterprises -- 5 Self-Organizing Atlas of Russian Banks -- 6 Investment Maps of Emerging Markets -- 7 A Hybrid Neural Network System for Trading Financial Markets -- 8 Real Estate Investment Appraisal of Land Properties using SOM -- 9 Real Estate Investment Appraisal of Buildings using SOM -- 10 Differential Patterns in Consumer Purchase Preferences using Self-Organizing Maps: A Case Study of China -- 2: Methodology, Tools and Techniques -- 11 The SOM Methodology -- 12 Self-Organizing Maps of Large Document Collections -- 13 Software Tools for Self-Organizing Maps -- 14 Tips for Processing and Color-coding of Self-Organizing Maps -- 15 Best Practices in Data Mining using Self-Organizing Maps -- Notes -- Author Index