1382 search results - page 161 / 277 » An Experimental Study on Feature Subset Selection Methods |
153
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CVPR
2010
IEEE
15 years 8 months ago
2010
IEEE
Kernel methods provide an efficient mechanism to derive nonlinear algorithms. In classification problems as well as in feature extraction, kernel-based approaches map the original...
144
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ICML
1994
IEEE
15 years 8 months ago
1994
IEEE
Model selection is important in many areas of supervised learning. Given a dataset and a set of models for predicting with that dataset, we must choose the model which is expected...
121
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ICPR
2004
IEEE
16 years 5 months ago
2004
IEEE
Improving classification accuracy is a key issue to advancing brain computer interface (BCI) research from laboratory to real world applications. This article presents a high accu...
143
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ICPR
2008
IEEE
15 years 11 months ago
2008
IEEE
Simple binary patterns have been successfully used for extracting feature representations for visual object classification. In this paper, we present a method to learn a set of d...
152
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IMCSIT
2010
15 years 2 months ago
2010
This paper presents a methodology for learning taxonomic relations from a set of documents that each explain one of the concepts. Three different feature extraction approaches with...