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BMCBI
2008
104views more  BMCBI 2008»
14 years 10 months ago
Robust consensus computation
Tobias Rausch, Anne-Katrin Emde, Knut Reinert
ALGORITHMICA
2006
79views more  ALGORITHMICA 2006»
14 years 10 months ago
Parallel Computation of High-Dimensional Robust Correlation and Covariance Matrices
James Chilson, Raymond T. Ng, Alan Wagner, Ruben H...
CORR
2000
Springer
84views Education» more  CORR 2000»
14 years 9 months ago
Robust Classification for Imprecise Environments
In real-world environments it usually is difficult to specify target operating conditions precisely, for example, target misclassification costs. This uncertainty makes building ro...
Foster J. Provost, Tom Fawcett
CSDA
2007
152views more  CSDA 2007»
14 years 9 months ago
Robust variable selection using least angle regression and elemental set sampling
In this paper we address the problem of selecting variables or features in a regression model in the presence of both additive (vertical) and leverage outliers. Since variable sel...
Lauren McCann, Roy E. Welsch