Visual Explorations in Finance

With Self-Organizing Maps

By: MM Teuvo Kohonen, Guido J. Deboeck (Editor), G. J. Deboeck (Editor)

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Hardcover | 20 July 1998

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316 Pages

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24.77 x 16.51 x 2.54

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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.

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You Can Find This Book In

Non-Fiction Accounting & Finance Finance Computing & I.T.Computer Science Artificial Intelligence Neural Networks & Fuzzy Systems Reference, Information & Interdisciplinary Subjects Research & Information Information theory Cybernetics & Systems Theory Mathematics

Applied Mathematics Mathematical Modelling Economics Accounting

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Paperback

Published: 21st October 2010

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Contributing Authors
Introduction
Applications
Let Financial Data Speak for Themselves	p. 3
Projection of Long-term Interest Rates with Maps	p. 24
Picking Mutual Funds with Self-Organizing Maps	p. 39
Maps for Analyzing Failures of Small and Medium-sized Enterprises	p. 59
Self-Organizing Atlas of Russian Banks	p. 72
Investment Maps of Emerging Markets	p. 83
A Hybrid Neural Network System for Trading Financial Markets	p. 106
Real Estate Investment Appraisal of Land Properties using SOM	p. 117
Real Estate Investment Appraisal of Buildings using SOM	p. 128
Differential Patterns in Consumer Purchase Preferences using Self-Organizing Maps: A Case Study of China	p. 141
Methodology, Tools and Techniques
The SOM Methodology	p. 159
Self-Organizing Maps of Large Document Collections	p. 168
Software Tools for Self-Organizing Maps	p. 179
Tips for Processing and Color-coding of Self-Organizing Maps	p. 195
Best Practices in Data Mining using Self-Organizing Maps	p. 203
Notes
Glossary
Bibliography
Subject Index
Author Index
Website Index
Table of Contents provided by Blackwell. All Rights Reserved.

Visual Explorations in Finance

With Self-Organizing Maps

At a Glance

Hardcover

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How to return your order

Defective items

You Can Find This Book In

Other Editions and Formats

Paperback

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