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The effects of data filtering on neural network learning

โœ Scribed by Paul L Rosin; Freddy Fierens


Book ID
114296937
Publisher
Elsevier Science
Year
1998
Tongue
English
Weight
138 KB
Volume
20
Category
Article
ISSN
0925-2312

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Efficient Partition of Learning Data Set
โœ Igor V. Tetko; Alessandro E.P. Villa ๐Ÿ“‚ Article ๐Ÿ“… 1997 ๐Ÿ› Elsevier Science ๐ŸŒ English โš– 641 KB

This study investigates the emerging possibilities of combining unsupervised and supervised learning in neural network ensembles. Such strategy is used to get an efficient partition of a noisy input data set in order to focus the training of neural networks on the most complex and informative domain