Neural modelling of ranking data with an application to stated preference data

Although neural networks are commonly encountered to solve classification problems, ranking data present specificities which require adapting the model. Based on a latent utility function defined on the characteristics of the objects to be ranked, the approach suggested in this paper leads to a perc...

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Bibliographic Details
Main Authors: Catherine Krier, Michel Mouchart, Abderrahim Oulhaj
Format: Article
Language:English
Published: University of Bologna 2013-05-01
Series:Statistica
Online Access:http://rivista-statistica.unibo.it/article/view/3646