Multi-model subset selection. - Christidis, Anthony-Alexander; Aelst, Stefan Van; Zamar, Ruben H. (Comput. Stat. Data Anal., 2025)

Robust Model-Based Clustering. - Gonzalez, Juan Domingo; Maronna, Ricardo A.; Yohai, Victor J.; Zamar, Ruben H. (J. Data Sci. Stat. Vis., 2022)

Regularized K-means Through Hard-Thresholding. - Raymaekers, Jakob; Zamar, Ruben H. (J. Mach. Learn. Res., 2022)

A Stepwise Approach for High-Dimensional Gaussian Graphical Models. - Zamar, Ruben H.; Ruiz, Marcelo; Lafit, Ginette; Nogales, Javier (J. Data Sci. Stat. Vis., 2021)

Pooled variable scaling for cluster analysis. - Raymaekers, Jakob; Zamar, Ruben H. (Bioinform., 2020)

Split Regularized Regression. - Christidis, Anthony-Alexander; Lakshmanan, Laks V. S.; Smucler, Ezequiel; Zamar, Ruben H. (Technometrics, 2020)

Regularized K-means through hard-thresholding. - Raymaekers, Jakob; Zamar, Ruben H. (CoRR, 2020)

Empirical Dynamic Quantiles for Visualization of High-Dimensional Time Series. - Peña, Daniel; Tsay, Ruey S.; Zamar, Ruben H. (Technometrics, 2019)

Multivariate location and scatter matrix estimation under cellwise and casewise contamination. - Leung, Andy; Yohai, Victor J.; Zamar, Ruben H. (Comput. Stat. Data Anal., 2017)

Exploring Rated Datasets with Rating Maps. - Amer-Yahia, Sihem; Kleisarchaki, Sofia; Kolloju, Naresh Kumar; Lakshmanan, Laks V. S.; Zamar, Ruben H. (2017)

Special Issue on Advances in Data Mining and Robust Statistics. - Berry, Michael W.; Lee, Jung Jin; Montana, Giovanni; Aelst, Stefan Van; Zamar, Ruben H. (Comput. Stat. Data Anal., 2016)

Robust regression estimation and inference in the presence of cellwise and casewise contamination. - Leung, Andy; Zhang, Hongyang; Zamar, Ruben H. (Comput. Stat. Data Anal., 2016)

Exploiting Multiple Descriptor Sets in QSAR Studies. - Tomal, Jabed H.; Welch, William J.; Zamar, Ruben H. (J. Chem. Inf. Model., 2016)

A natural framework for sparse hierarchical clustering. - Zhang, Hongyang; Zamar, Ruben H. (CoRR, 2014)

Robust and efficient estimation of the residual scale in linear regression. - Aelst, Stefan Van; Willems, Gert; Zamar, Ruben H. (J. Multivar. Anal., 2013)

Bandwidth choice for robust nonparametric scale function estimation. - Boente, Graciela; Ruiz, Marcelo; Zamar, Ruben H. (Comput. Stat. Data Anal., 2012)

Nearest-neighbors medians clustering. - Peña, Daniel; Viladomat, Júlia; Zamar, Ruben H. (Stat. Anal. Data Min., 2012)

Automatic genotype calling of single nucleotide polymorphisms using a linear grouping algorithm. - Yan, Guohua; Welch, William J.; Zamar, Ruben H.; Akhabir, Loubna; McDonald, Treena (2011)

Special issue on variable selection and robust procedures. - Aelst, Stefan Van; Welsch, Roy E.; Zamar, Ruben H. (Comput. Stat. Data Anal., 2010)

Fast robust estimation of prediction error based on resampling. - Khan, Jafar A.; Aelst, Stefan Van; Zamar, Ruben H. (Comput. Stat. Data Anal., 2010)

MDQC: a new quality assessment method for microarrays based on quality control reports. - Freue, Gabriela V. Cohen; Hollander, Zsuzsanna; Shen, Enqing; Zamar, Ruben H.; Balshaw, Robert; Scherer, Andreas; McManus, Bruce; Keown, Paul; McMaster, W. Robert; Ng, Raymond T. (Bioinform., 2007)

Building a robust linear model with forward selection and stepwise procedures. - Khan, Jafar A.; Aelst, Stefan Van; Zamar, Ruben H. (Comput. Stat. Data Anal., 2007)

CLUES: A non-parametric clustering method based on local shrinking. - Wang, Xiaogang; Qiu, Weiliang; Zamar, Ruben H. (Comput. Stat. Data Anal., 2007)

Parallel Computation of High-Dimensional Robust Correlation and Covariance Matrices. - Chilson, James; Ng, Raymond T.; Wagner, Alan; Zamar, Ruben H. (Algorithmica, 2006)

Dynamic variable selection in SNP genotype autocalling from APEX microarray data. - Podder, Mohua; Welch, William J.; Zamar, Ruben H.; Tebbutt, Scott J. (BMC Bioinform., 2006)

Linear grouping using orthogonal regression. - Aelst, Stefan Van; Wang, Xiaogang; Zamar, Ruben H.; Zhu, Rong (Comput. Stat. Data Anal., 2006)

Extracting relational data from HTML repositories. - Zhang, Ruth Yuee; Lakshmanan, Laks V. S.; Zamar, Ruben H. (SIGKDD Explor., 2004)

Parallel computation of high dimensional robust correlation and covariance matrices. - Chilson, James; Ng, Raymond T.; Wagner, Alan; Zamar, Ruben H. (2004)

Robust Estimates of Location and Dispersion for High-Dimensional Datasets. - Maronna, Ricardo A.; Zamar, Ruben H. (Technometrics, 2002)

Scalable robust covariance and correlation estimates for data mining. - Alqallaf, Fatemah A.; Konis, Kjell P.; Martin, R. Douglas; Zamar, Ruben H. (2002)

Robust space transformations for distance-based operations. - Knorr, Edwin M.; Ng, Raymond T.; Zamar, Ruben H. (2001)