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» Parallelizing Feature Selection

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MCS
2007
Springer

236views Pattern Recognition» more MCS 2007»

Random Feature Subset Selection for Ensemble Based Classification of Data with Missing Features

14 years 1 months ago

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Abstract. We report on our recent progress in developing an ensemble of classifiers based algorithm for addressing the missing feature problem. Inspired in part by the random subsp...

Joseph DePasquale, Robi Polikar

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ICDM
2008
IEEE

86views Data Mining» more ICDM 2008»

Efficient Feature Selection in the Presence of Multiple Feature Classes

14 years 1 months ago

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Paramveer S. Dhillon, Dean P. Foster, Lyle H. Unga...

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CIS
2006
Springer

110views Applied Computing» more CIS 2006»

Feature Weighted Rival Penalized EM for Gaussian Mixture Clustering: Automatic Feature and Model Selections in a Single Paradigm

13 years 11 months ago

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Yiu-ming Cheung, Hong Zeng

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ICML
2005
IEEE

166views Machine Learning» more ICML 2005»

Generalized LARS as an effective feature selection tool for text classification with SVMs

14 years 8 months ago

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In this paper we generalize the LARS feature selection method to the linear SVM model, derive an efficient algorithm for it, and empirically demonstrate its usefulness as a featur...

S. Sathiya Keerthi

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PPOPP
2006
ACM

126views Distributed And Parallel Com...» more PPOPP 2006»

Parallel programming and code selection in fortress

14 years 1 months ago

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