Bio-Inspired Credit Risk Analysis: Computational Intelligence with Support Vector Machines - Couverture souple

Yu, Lean; Wang, Shouyang; Lai, Kin Keung; Zhou, Ligang

 
9783642096556: Bio-Inspired Credit Risk Analysis: Computational Intelligence with Support Vector Machines

Synopsis

Credit risk analysis is one of the most important topics in the field of financial risk management. Due to recent financial crises and regulatory concern of Basel II, credit risk analysis has been the major focus of financial and banking industry. Especially for some credit-granting institutions such as commercial banks and credit companies, the ability to discriminate good customers from bad ones is crucial. The need for reliable quantitative models that predict defaults accurately is imperative so that the interested parties can take either preventive or corrective action. Hence credit risk analysis becomes very important for sustainability and profit of enterprises. In such backgrounds, this book tries to integrate recent emerging support vector machines and other computational intelligence techniques that replicate the principles of bio-inspired information processing to create some innovative methodologies for credit risk analysis and to provide decision support information for interested parties.

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Présentation de l'éditeur

This book integrates recent emerging support vector machines and other computational intelligence techniques that replicate the principles of bio-inspired information processing. The aim is to create some innovative methodologies for credit risk analysis.

Les informations fournies dans la section « A propos du livre » peuvent faire référence à une autre édition de ce titre.

Autres éditions populaires du même titre

9783540778028: Bio-Inspired Credit Risk Analysis

Edition présentée

ISBN 10 :  3540778020 ISBN 13 :  9783540778028
Editeur : Springer, 2008
Couverture rigide