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DMIN
2007

203views Data Mining» more DMIN 2007»

Evaluation of Feature Selection Techniques for Analysis of Functional MRI and EEG

13 years 11 months ago

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— The application of feature selection techniques greatly reduces the computational cost of classifying highdimensional data. Feature selection algorithms of varying performance ...

Lauren Burrell, Otis Smart, George J. Georgoulas, ...

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ICDM
2008
IEEE

107views Data Mining» more ICDM 2008»

Graph-Based Iterative Hybrid Feature Selection

14 years 4 months ago

Download www.cs.columbia.edu

When the number of labeled examples is limited, traditional supervised feature selection techniques often fail due to sample selection bias or unrepresentative sample problem. To ...

ErHeng Zhong, Sihong Xie, Wei Fan, Jiangtao Ren, J...

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KDD
2012
ACM

187views Data Mining» more KDD 2012»

Unsupervised feature selection for linked social media data

12 years 6 days ago

Download www.public.asu.edu

The prevalent use of social media produces mountains of unlabeled, high-dimensional data. Feature selection has been shown eﬀective in dealing with high-dimensional data for e�...

Jiliang Tang, Huan Liu

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CVPR
1999
IEEE

119views Computer Vision» more CVPR 1999»

Multi-Scale Feature Selection in Stereo

14 years 11 months ago