Intelligent systems for finance and business

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Title:

Author:

Goonatilake, Suran.

ISBN:

9780471944041

Publication Information:

Chichester ; New York : Wiley, c1995.

Physical Description:

x, 335 p. : ill. ; 24 cm.

Contents:

Foreword / Cathy Basch -- 1. Intelligent Systems for Finance and Business: An Overview / Suran Goonatilake -- 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 -- 5. Neural Networks for Data-driven Marketing / Peter Furness -- 6. Intelligent Systems for Market Segmentation and Local Market Planning / Richard Webber -- 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 / John A. Major and Dan R. Riedinger -- 10. Expert Systems at Lloyd's of London / Colin Talbot -- 11. Neural Networks in Investment Management / A. N. Refenes, A. D. Zapranis, J. T. Connor and D. W. Bunn -- 12. Fuzzy Logic for Financial Trading / Shun'ichi Tano.

13. Syntactic Pattern-based Inductive Learning for Chart Analysis / Jac Kyu Lee and Hyun Soo Kim -- 14. Genetic Programming for Economic Modeling / John R. Koza -- 15. Modelling Artificial Stock Markets Using Genetic Algorithms / Paul Tayler -- 16. Intelligent, Self-organizing Models in Economics and"Finance / Peter M. Allen -- 17. Software for Intelligent Systems / Philip C. Treleaven.

Subject Term:

Industrial management -- Data processing -- Case studies.

Industrial management -- Decision making -- Data processing -- Case studies.

Finance -- Data processing -- Case studies.

Artificial intelligence -- Case studies.

Neural networks (Computer science)

Fuzzy systems.

Expert systems (Computer science)

Genetic algorithms.

Added Author:

Goonatilake, Suran.

Treleaven, P. C. (Philip C.)

Copies:

Available:*

Library	Material Type	Item Barcode	Shelf Number	Copy	Status
Searching... 1:IIEMSA	1:GEN-BOOK	33168023654870	658.0563 G659.I 1995	1	Searching... Unknown

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Summary

Intelligent Systems for Finance and Business Edited by Suran Goonatilake and Philip Treleaven 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.