Multi-Layer Neural Network with functional inputs: an inverse regression approach
作者： Louis Ferré , Nathalie Villa
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摘要: Functional data analysis is a growing research field since more and pratical applications involve functional data. In this paper, we focus on the problem of regression classification with predictors: model suggested combines an efficient dimension reduction procedure (functional SIR, first introduced by Ferre Yao (2003)), for which give regularized version, accuracy neural network. The consistency proved method successfully confronted to real life
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