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Neural networks in finance and investing : using artificial intelligence to improve real-world performance

Author: Robert R Trippi; Efraim Turban
Publisher: Chicago, Ill. : Probus Pub. Co., ©1993.
Edition/Format:   Print book : EnglishView all editions and formats
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Material Type: Internet resource
Document Type: Book, Internet Resource
All Authors / Contributors: Robert R Trippi; Efraim Turban
ISBN: 1557384525 9781557384522
OCLC Number: 26352928
Notes: "A collection of survey and research articles"--Preface.
Description: xxviii, 513 pages : illustrations ; 24 cm
Contents: pt. 1. Neural Network Overview --
Ch. 1. Neural Network Fundamentals for Financial Analysts / L. Medsker, E. Turban and R. Trippi --
Ch. 2. Artificial Neural Systems: A New Tool for Financial Decision Making / D. Hawley, J. Johnson and D. Raina --
Ch. 3. Applying Neural Networks / C. Klimasauskas --
pt. 2. Analysis of Financial Condition --
Ch. 4. Financial Neural Network Application / R. Marose --
Ch. 5. Analyzing Financial Health: Integrating Neural Networks and Expert Systems / D. Barker --
Ch. 6. Applying Neural Networks to the Extraction of Knowledge from Accounting Reports: A Classification Study / R. Berry and D. Trigueiros --
Ch. 7. Use of Neural Computing Technology to Develop Profiles of Chapter 11 Debtors Who are Likely to Become Tax Delinquents / G. Klemic --
pt. 3. Business Failure Prediction --
Ch. 8. Neural Network Approach to Bankruptcy Prediction / W. Raghupathi, L. Schkade and B. Raju --
Ch. 9. Bankruptcy Prediction by Neural Network / E. Rahimian, S. Singh, T. Thammachote and A. Virmani --
Ch. 10. Neural Network Model for Bankruptcy Prediction / M. Odom and R. Sharda --
Ch. 11. Neural Networks for Bankruptcy Prediction: The Power to Solve Financial Problems / K. Coleman, T. Graettinger and W. Lawrence --
Ch. 12. Managerial Applications of Neural Networks: The Case of Bank Failure Predictions / K. Tam and M. Kiang --
Ch. 13. Neural Networks: A New Tool for Predicting Thrift Failures / L. Salchenberger, E. Cinar and N. Lash --
pt. 4. Debt Risk Assessment --
Ch. 14. Bond Rating: A Non-Conservative Application of Neural Networks / S. Dutta and S. Shekhar --
Ch. 15. Neural Networks for Bond Rating Improved by Multiple Hidden Layers / A. Surkan and J. Singleton --
Ch. 16. Application of a Multiple Neural Network Learning System to Emulation of Mortgage Underwriting Judgments / E. Collins, S. Ghosh and C. Scofield --
Ch. 17. Risk Assessment of Mortgage Applications with a Neural Network System: An Update as the Test Portfolio Ages / D. Reilly, E. Coll.
Responsibility: Robert R. Trippi, Efraim Turban, editors.

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