SF: Visual Explorations in Finance金融的视觉探索

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  • 版 次:1
  • 页 数:258
  • 字 数:
  • 印刷时间:1998年09月01日
  • 开 本:16开
  • 纸 张:胶版纸
  • 包 装:精装
  • 是否套装:否
  • 国际标准书号ISBN:9783540762669
作者:Guido Deboeck,Teuvo Kohonen 著出版社:漓江出版社出版时间:1998年09月 
内容简介
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。
目  录
ContributingAuthors
Introduction:
 Knowledge Discovery
 Exploratory Data Analysis and Data Mining
 Traditional Methods
 Self-Organizing Maps
 Simple Example:Mapping Scotch Whiskies
 Overview
Part 1:Applications
 1 Let Financial Data Speakfor Themselves
 Carlos Serrano-Cinca
  1.1 Initial Analysis of Financial Data
  1.2 SOM as a Tool for Initial Data Analysis
  1.3 Integrating SOM into a Decision。Support System

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