344 search results - page 23 / 69 » Remainder Subset Awareness for Feature Subset Selection |
130
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KDD
1997
ACM
15 years 10 months ago
1997
ACM
Feature selection is a data preprocessing step for classi cation and data mining tasks. Traditionally, feature selection is done by selecting a minimum number of features that det...
154
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ICML
2010
IEEE
15 years 7 months ago
2010
IEEE
This paper formalizes Feature Selection as a Reinforcement Learning problem, leading to a provably optimal though intractable selection policy. As a second contribution, this pape...
187
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LREC
2008
15 years 7 months ago
2008
Data Selection has emerged as a common issue in language technologies. We define Data Selection as the choosing of a subset of training data that is most effective for a given tas...
173
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ICCCN
2007
IEEE
15 years 6 months ago
2007
IEEE
In this paper, a novel feature selection algorithm for object tracking is proposed. This algorithm performs more robust than the previous works by taking the correlation between f...
149
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ICDAR
2009
IEEE
16 years 19 days ago
2009
IEEE
This paper presents a generic features selection method and its applications on some document analysis problems. The method is based on a genetic algorithm (GA), whose tness funct...