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

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

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

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

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

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

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

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

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

CLUES: A non-parametric clustering method based on local shrinking. - Xiaogang Wang 007; Weiliang Qiu; Ruben H. Zamar (Comput. Stat. Data Anal., 2007)

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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