Business Applications Of Neural Networks

The State-of-the-art Of Real-world Applications

By: Bill Edisbury (Editor), Paulo J. G. Lisboa (Editor), Alfredo Vellido (Editor)

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Hardcover | 1 September 2000

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Hardcover
220 Pages

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21.59 x 15.24 x 1.27

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Neural networks are increasingly being used in real-world business applications and, in some cases, such as fraud detection, they have already become the method of choice. Their use for risk assessment is also growing and they have been employed to visualise complex databases for marketing segmentation. This boom in applications covers a wide range of business interests -- from finance management, through forecasting, to production. The combination of statistical, neural and fuzzy methods now enables direct quantitative studies to be carried out without the need for rocket-science expertise.This book reviews the state-of-the-art in current applications of neural-network methods in three important areas of business analysis. It includes a tutorial chapter to introduce new users to the potential and pitfalls of this new technology.

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You Can Find This Book In

Non-Fiction Business & Management Business Aspects of E-Commerce Computing & I.T.Computer Science Artificial Intelligence Neural Networks & Fuzzy Systems Business Mathematics & Systems Office & Workplace Office Systems & Equipment Medicine Medicine in General

Accounting & Finance Finance Booktopia Publisher Services World Scientific Publishing

Preface: Business Applications of Neural Networks	p. vii
On the Use of Neural Networks for Analysing Travel Preference Data	p. 1
Extracting Rules Concerning Market Segmentation from Artificial Neural Networks	p. 13
Characterising and Segmenting the Business-to-Consumer E-Commerce Market Using Neural Networks	p. 29
A Neurofuzzy Model for Predicting Business Bankruptcy	p. 55
Neural Networks for Analysis of Financial Statements	p. 73
Developments in Accurate Consumer Risk Assessment Technology	p. 85
Strategies for Exploiting Neural Networks in Retail Finance	p. 99
Novel Techniques for Profiling and Fraud Detection in Mobile Telecommunications	p. 113
Detecting Payment Card Fraud with Neural Networks	p. 141
Money Laundering Detection with a Neural-Network	p. 159
Utilising Fuzzy Logic and Neurofuzzy for Business Advantage	p. 173
Index	p. 195
Table of Contents provided by Syndetics. All Rights Reserved.

Business Applications Of Neural Networks

The State-of-the-art Of Real-world Applications

At a Glance

Hardcover

Shipping

How to return your order

Defective items

You Can Find This Book In

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