Intelligent And Other Computational Techniques In Insurance: Theory And Applications

Arnold F Shapiro, Lakhmi C Jain (Herausgeber)

Buch | Hardcover

688 Seiten

2003
World Scientific Publishing Co Pte Ltd (Verlag)
978-981-238-718-9 (ISBN)

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This book presents recent advances in the theory and implementation of intelligent and other computational techniques in the insurance industry. The paradigms covered encompass artificial neural networks and fuzzy systems, including clustering versions, optimization and resampling methods, algebraic and Bayesian models, decision trees and regression splines. Thus, the focus is not just on intelligent techniques, although these constitute a major component; the book also deals with other current computational paradigms that are likely to impact on the industry. The application areas include asset allocation, asset and liability management, cash-flow analysis, claim costs, classification, fraud detection, insolvency, investments, loss distributions, marketing, pricing and premiums, rate-making, retention, survival analysis, and underwriting.

Neural Networks, Fuzzy Systems and Genetic Algorithms: Property and Casualty; Life and Health; Industry Issues; Other Computational Techniques: Property and Casualty; Life and Health; Asset-Liability Management and Investments.

Erscheint lt. Verlag	26.12.2003
Reihe/Serie	Series On Innovative Intelligence ; 6
Verlagsort	Singapore
Sprache	englisch
Themenwelt	Mathematik / Informatik ► Informatik ► Theorie / Studium
Themenwelt	Betriebswirtschaft / Management ► Spezielle Betriebswirtschaftslehre ► Versicherungsbetriebslehre
ISBN-10	981-238-718-8 / 9812387188
ISBN-13	978-981-238-718-9 / 9789812387189
Zustand	Neuware