Title :
Prediction in banking applications
Author :
Fogelman, Frangoise ; Girard, Didier ; Lamy, Bertrand ; Loncelle, Jerome ; Marcade, Erik ; Gallinari, Jerome
Author_Institution :
DTI/RDF, Sligos, Clamart, France
Abstract :
The authors introduce the conventional multilayer perceptron and Vapnik´s (1995) theory of local estimation: results comparing these techniques are given. They then present two applications of prediction: one in a check processing center, and the other in a credit card call center. Both applications are presently operating at sites run by SLIGOS. Finally, they briefly describe the ACE ESPRIT project, which is aimed at integrating neural networks into a software platform for prediction in trading rooms
Keywords :
bank data processing; ACE ESPRIT project; SLIGOS; banking applications; check processing center; credit card call center; local estimation theory; multilayer perceptron; neural networks; prediction; software platform; trading rooms;
Conference_Titel :
Neural Networks for Industrial Applications (Digest No. 1997/014), IEE Colloquium on
Conference_Location :
London
DOI :
10.1049/ic:19970101
