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MCS
2007
Springer
14 years 3 months ago
Random Feature Subset Selection for Ensemble Based Classification of Data with Missing Features
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
ICDM
2008
IEEE
86views Data Mining» more  ICDM 2008»
14 years 4 months ago
Efficient Feature Selection in the Presence of Multiple Feature Classes
Paramveer S. Dhillon, Dean P. Foster, Lyle H. Unga...
ICML
2005
IEEE
14 years 10 months ago
Generalized LARS as an effective feature selection tool for text classification with SVMs
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
IROS
2009
IEEE
183views Robotics» more  IROS 2009»
14 years 4 months ago
Image based visual servoing using algebraic curves applied to shape alignment
— Visual servoing schemes generally employ various image features (points, lines, moments etc.) in their control formulation. This paper presents a novel method for using boundar...
Ahmet Yasin Yazicioglu, Berk Calli, Mustafa Unel