Springer期刊
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作者:Abdeldjalil Aïssa-El-Bey , Abd-Krim Seghouane
来源:[J].EURASIP Journal on Advances in Signal Processing(IF 0.807), 2017, Vol.2017 (1), pp.1-14Springer
摘要:Abstract(#br)Canonical correlation analysis (CCA) is a well-known technique used to characterize the relationship between two sets of multidimensional variables by finding linear combinations of variables with maximal correlation. Sparse CCA and smooth or regularized CCA are two ...
作者:Abd-Krim Seghouane , Yassir Moudden , Gilles Fleury
来源:[J].Neural Computing and Applications(IF 1.168), 2004, Vol.13 (3), pp.248-254Springer
摘要:Abstract(#br)Injecting input noise during feedforward neural network (NN) training can improve generalization performance markedly. Reported works justify this fact arguing that noise injection is equivalent to a smoothing regularization with the input noise variance playing the ...

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