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Learn++.MF: A random subspace approach for the missing feature problem

โœ Scribed by Robi Polikar; Joseph DePasquale; Hussein Syed Mohammed; Gavin Brown; Ludmilla I. Kuncheva


Book ID
108234605
Publisher
Elsevier Science
Year
2010
Tongue
English
Weight
923 KB
Volume
43
Category
Article
ISSN
0031-3203

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This paper describes an application of the two-dimensional Gabor wavelets as feature extractors for character recognition with neural networks. Our approach is based on an analysis of the function performed by a single hidden unit in the first layer of a network presented with raw pixel data. This w