Practical Applications of Neural Networks in Property and Casualty Insurance

Louise A. Francis
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Louise A. Francis: Francis Analytics and Actuarial Data Mining, Inc., 706 Lombard St., Philadelphia, PA 19147, USA

Chapter 3 in Intelligent and Other Computational Techniques in Insurance:Theory and Applications, 2003, pp 103-136 from World Scientific Publishing Co. Pte. Ltd.

Abstract: AbstractThe following sections are included:IntroductionFraud ExampleThe DataTesting Variable ImportanceUnderwriting ExampleNeural Network Analysis of Simulated DataGoodness of FitInterpreting Neural Networks Functions: Visualizing Neural Network ResultsApplying an Underwriting ModelConclusionsAcknowledgmentsAppendix 1Appendix 2References

Keywords: Insurance; Actuarial Science; Neural Networks; Fuzzy Systems; Computational Intelligence; Computational Techniques; Life and Health Insurance; Property and Casualty Insurance (search for similar items in EconPapers)
Date: 2003
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