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作者 Deboeck, Guido
書名 Visual Explorations in Finance [electronic resource] : with Self-Organizing Maps / edited by Guido Deboeck, Teuvo Kohonen
出版項 London : Springer London, 1998
國際標準書號 9781447139133 (electronic bk.)
1447139135 (electronic bk.)
book jacket
說明 1 online resource (xlv, 258 pages)
text txt rdacontent
computer c rdamedia
online resource cr rdacarrier
系列 Springer Finance, 1616-0533
Springer finance
附註 Introduction -- Applications: Let Financial Data speak for themselves. Projection of long-term interest rates with maps. Picking mutual funds with self-organizing maps. Maps for analysing failures of small and medium sized enterprises. Self-organizing atlas of Russian Banks -- Investment maps of emerging markets. An hybrid neural network system for trading financial markets. Real Estate investment analysis and appraisals of land properties. Real estate investment appraisals of buildings. Differential patterns in consumer purchase preferences using self-organizing maps: a case study of China. SOM Methodology, Software Tools and Techniques: The SOM Methodology. Self-organizing maps of large document collections. Software tools for self-organizing maps. Tips for processing and colourcoding of self-organizing maps. Best practices in data mining using self-organizing maps
Self-organizing maps (SOM) have proven to be of significant economic value in the areas of finance, economic and marketing applications. As a result, this area is rapidly becoming a non-academic technology. This book looks at near state-of-the-art SOM applications in the above areas, and is a multi-authored volume, edited by Guido Deboeck, a leading exponent in the use of computational methods in financial and economic forecasting, and by the originator of SOM, Teuvo Kohonen. The book contains chapters on applications of unsupervised neural networks using Kohonen's self-organizing map approach
鏈接 Print version: 9781849969994
主題 Mathematics
Electronic books
Alt Author Kohonen, Teuvo
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