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Outlier Detection in High Dimension Using Regularization, and . Synergies of Soft Computing and Statistics for Intelligent Data Analysis, volume 190 of Advances in Intelligent Systems and Computing, Springer Berlin Heidelberg, (2013)Review of sparse methods in regression and classification with application to chemometrics, , and . Journal of Chemometrics, 26 (3-4): 42--51 (2012)Robust Methods for Compositional Data., and . COMPSTAT, page 79-88. Physica-Verlag, (2010)Soft Methods in Robust Statistics.. SMPS, volume 77 of Advances in Intelligent and Soft Computing, page 273-280. Springer, (2010)Robust Factorization of a Data Matrix., and . COMPSTAT, page 245-250. Springer, (1998)Clustering of imbalanced high-dimensional media data., , , , and . Adv. Data Anal. Classif., 12 (2): 261-284 (2018)Robust fitting of mixtures using the trimmed likelihood estimator., , , and . Comput. Stat. Data Anal., 52 (1): 299-308 (2007)Outlier Detection in High Dimension Using Regularization., and . SMPS, volume 190 of Advances in Intelligent Systems and Computing, page 237-244. Springer, (2012)Discriminant analysis for compositional data and robust parameter estimation., , and . Comput. Stat., 27 (4): 585-604 (2012)nsROC: An R package for Non-Standard ROC Curve Analysis., , , and . R J., 10 (2): 55 (2018)