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• W87306294 abstract "Functional data analysis is a growing research field since more and more pratical applications involve functional data. In this paper, we focus on the problem of regression and classification with functional predictors: the model suggested combines an efficient dimension reduction procedure (functional SIR, first introduced by Ferre and Yao (2003)), for which we give a regularized version, and the accuracy of a neural network. The consistency of the model is proved and the method is successfully confronted to real life data." @default.
• W87306294 created "2016-06-24" @default.
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• W87306294 date "2005-01-01" @default.
• W87306294 modified "2023-10-01" @default.
• W87306294 title "Multi-Layer Neural Network with functional inputs: an inverse regression approach" @default.
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• W87306294 hasPublicationYear "2005" @default.
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