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- OUT OF PRINT -
This book is no longer available from Global Investor.
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- Product code: 0953
- ISBN: 0471944041,
ISBN13: 9780471944041,
225 pages, hardback
Published by John Wiley & Sons on 1995
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Description of Intelligent Systems for Finance and Business |
A new generation of computing methods, commonly known as 'intelligent systems' are now beginning to be successfully applied in a variety of business and financial modelling tasks, and in many cases are outperforming traditional statistical techniques.
'Intelligent Systems for Finance and Business' provides comprehensive coverage of the latest intelligent systems including genetic algorithms, neural networks, fuzzy logic, expert systems, rule induction, genetic programming, case based reasoning and intelligent hybrid systems. The authors clearly illustrate theories with practical case studies drawn from a wide variety of business sectors such as:
- Credit evaluation - direct marketing - insider dealing detection
- insurance fraud detection - insurance claims processing
- financial trading - portfolio management
- economic modelling
Written by leading professionals from the US, Europe and Asia who have developed intelligent systems to tackle some of the most challenging problems in finance and business, this book will be a valuable source of information for traders, analysts, researchers and computing personnel in investment banking, retailing, marketing, financial services, insurance and regulation.
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Contents of Intelligent Systems for Finance and Business |
List of Contributors
Foreword Cathy Basch, Visa International
Acknowledgements
1. Intelligent Systems for Finance and Business : An Overview - Suran Goonatilake
Part I Credit Services
2. Intelligent Systems at American Express - Robert S. Didner
3. Credit Evaluation Using a Genetic Algorithm R.F. Walker, E.W. Haasdijk and M.C. Gerrets
4. Neural Networks for Credit Scoring - David Leigh
Part II Direct Marketing
5. Neural Networks for Data-driven Marketing - Peter Furness
6. Intelligent Systems for Market Segmentation and Local Market Planning - Richard Webber
Part III Fraud Detection and Insurance
7. A Fuzzy System for Detecting Anomalous Behaviors in Healthcare Provider Claims - Earl Cox
8. Insider Dealing Detection at the Toronto Stock Exchange Steve Mott
9. EFD: Heuristic Statistics for Insurance Fraud Detection
10. Expert Systems at Lloyds of London
Part IV Securities Trading and Portfolio Management
11. Neural Networks in Investment Management
12. Fuzzy Logic for Financial Trading - Shun'ichi Tano
13. Syntactic Pattern-based Inductive Learning for Chart Analysis - Jae Kyu Lee and Hyun Soo Kim
Part V Economic Modelling
14. Genetic Programming for Economic Modeling - John R. Koza
15. Modelling Artificial Stock Markets Using Genetic Algorithms - Paul Taylor
16. Intelligent, Self-Organizing Models in Economics and Finance - Peter M. Allen
Part VI Implementing Intelligent Systems
17. Software for Intelligent Systems - Philip C. Treleaven
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