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Unsupervised data pruning for clustering of noisy data

โœ Scribed by Yi Hong; Sam Kwong; Yuchou Chang; Qingsheng Ren


Publisher
Elsevier Science
Year
2008
Tongue
English
Weight
215 KB
Volume
21
Category
Article
ISSN
0950-7051

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We present a formal evaluation of the effect of weight decay training for backpropagation on noisy data sets. Weight decay training is suggested as an implementation for achieving a robust neural network which is insensitive to noise. We investigate the noisy situations of noisy training set-clean t