5046 search results - page 30 / 1010 » Feature Selection from Huge Feature Sets |
145
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IEEEPACT
2008
IEEE
15 years 8 months ago
2008
IEEE
Communication overheads are one of the fundamental challenges in a multiprocessor system. As the number of processors on a chip increases, communication overheads and the distribu...
123
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PRL
2007
15 years 1 months ago
2007
We used the datasets of the NIPS 2003 challenge on feature selection as part of the practical work of an undergraduate course on feature extraction. The students were provided wit...
102
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ICPR
2006
IEEE
16 years 3 months ago
2006
IEEE
A novel filter feature selection technique is introduced. The method exploits the information conveyed by the evolution of the training samples weights similarly to the Adaboost a...
EVOW
2004
Springer
15 years 7 months ago
2004
Springer
Abstract. We deal with two important problems in pattern recognition that arise in the analysis of large datasets. While most feature subset selection methods use statistical techn...
132
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EWCBR
2006
Springer
15 years 5 months ago
2006
Springer
Feature selection algorithms can reduce the high dimensionality of textual cases and increase case-based task performance. However, conventional algorithms (e.g., information gain)...