Intelligent and Other Computational Techniques in Insurance true
By:L. C. Jain,Arnold Shapiro
Published on 2003 by World Scientific
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. Contents: Insurance Applications of Neural Networks, Fuzzy Logic, and Genetic Algorithms; Practical Applications of Neural Networks in Property and Casualty Insurance; An Integrated Data Mining Approach to Premium Pricing for the Automobile Insurance Industry; Population Risk Management: Reducing Costs and Managing Risk in Health Insurance; Using Neural Networks to Predict in the Marketplace; Merging Soft Computing Technologies in Insurance-Related Applications; Robustness in Bayesian Models for BonusOCoMalus Systems; Using Data Mining for Modeling Insurance Risk and Comparison of Data Mining and Linear Modeling Approaches; System Intelligence and Active Stock Trading; The Algebra of Cash Flows: Theory and Application; and other papers. Readership: Graduate students, academics, researchers and practitioners involved with actuarial science, insurance, statistics and management science.|
This Book was ranked at 21 by Google Books for keyword Casualty Insurance.
Book ID of Intelligent and Other Computational Techniques in Insurance's Books is x8sg1uNGy3gC, Book which was written byL. C. Jain,Arnold Shapirohave ETAG "lOTDr1jamug"
Book which was published by World Scientific since 2003 have ISBNs, ISBN 13 Code is 9789812794246 and ISBN 10 Code is 9812794247
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Book which have "688 Pages" is Printed at BOOK under CategoryBusiness and Economics
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