DocumentCode
3116538
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
fYear
1997
fDate
35473
Firstpage
42430
Lastpage
311
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;
fLanguage
English
Publisher
iet
Conference_Titel
Neural Networks for Industrial Applications (Digest No. 1997/014), IEE Colloquium on
Conference_Location
London
Type
conf
DOI
10.1049/ic:19970101
Filename
600732
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