936 search results - page 13 / 188 » Experimental Comparison of Feature Subset Selection Methods |
127
Voted
ICIAP
2005
ACM
16 years 2 months ago
2005
ACM
In this paper, we propose a novel method which involves neural adaptive techniques for identifying salient features and for classifying high dimensionality data. In particular a ne...
132
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CIKM
2011
Springer
14 years 2 months ago
2011
Springer
Traditional feature selection methods assume that the data are independent and identically distributed (i.i.d.). In real world, tremendous amounts of data are distributed in a net...
133
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BMCBI
2005
15 years 2 months ago
2005
Background: The identification of local similarities between two protein structures can provide clues of a common function. Many different methods exist for searching for similar ...
121
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ECIR
2011
Springer
14 years 6 months ago
2011
Springer
Feature selection plays a vital role in text categorisation. A range of different methods have been developed, each having unique properties and selecting different features. We ...
CORR
2007
Springer
15 years 2 months ago
2007
Springer
Combining the mutual information criterion with a forward feature selection strategy offers a good trade-off between optimality of the selected feature subset and computation time...