Ruben H. Zamar

31 papers A* 4Misc 1Journal 26
YearRankTypeTitle / Venue / Authors
2025 J jnl
Multi-model subset selection.
Comput. Stat. Data Anal.
Anthony-Alexander Christidis, Stefan Van Aelst, Ruben H. Zamar
2022 J jnl
Regularized K-means Through Hard-Thresholding.
J. Mach. Learn. Res.
Jakob Raymaekers, Ruben H. Zamar
2022 J jnl
Robust Model-Based Clustering.
J. Data Sci. Stat. Vis.
Juan Domingo Gonzalez, Ricardo A. Maronna, Victor J. Yohai, Ruben H. Zamar
2021 J jnl
A Stepwise Approach for High-Dimensional Gaussian Graphical Models.
J. Data Sci. Stat. Vis.
Ruben H. Zamar, Marcelo Ruiz, Ginette Lafit, Javier Nogales
2020 J jnl
Pooled variable scaling for cluster analysis.
Bioinform.
Jakob Raymaekers, Ruben H. Zamar
2020 J jnl
Regularized K-means through hard-thresholding.
CoRR
Jakob Raymaekers, Ruben H. Zamar
2020 J jnl
Split Regularized Regression.
Technometrics
Anthony-Alexander Christidis, Laks V. S. Lakshmanan, Ezequiel Smucler, Ruben H. Zamar
2019 J jnl
Empirical Dynamic Quantiles for Visualization of High-Dimensional Time Series.
Technometrics
Daniel Peña, Ruey S. Tsay, Ruben H. Zamar
2017 A* conf
Exploring Rated Datasets with Rating Maps.
WWW
Sihem Amer-Yahia, Sofia Kleisarchaki, Naresh Kumar Kolloju, Laks V. S. Lakshmanan, Ruben H. Zamar
2017 J jnl
Multivariate location and scatter matrix estimation under cellwise and casewise contamination.
Comput. Stat. Data Anal.
Andy Leung, Victor J. Yohai, Ruben H. Zamar
2016 J jnl
Exploiting Multiple Descriptor Sets in QSAR Studies.
J. Chem. Inf. Model.
Jabed H. Tomal, William J. Welch, Ruben H. Zamar
2016 J jnl
Robust regression estimation and inference in the presence of cellwise and casewise contamination.
Comput. Stat. Data Anal.
Andy Leung, Hongyang Zhang, Ruben H. Zamar
2016 J jnl
Special Issue on Advances in Data Mining and Robust Statistics.
Comput. Stat. Data Anal.
Michael W. Berry, Jung Jin Lee, Giovanni Montana, Stefan Van Aelst, Ruben H. Zamar
2014 J jnl
A natural framework for sparse hierarchical clustering.
CoRR
Hongyang Zhang, Ruben H. Zamar
2013 J jnl
Robust and efficient estimation of the residual scale in linear regression.
J. Multivar. Anal.
Stefan Van Aelst, Gert Willems, Ruben H. Zamar
2012 J jnl
Bandwidth choice for robust nonparametric scale function estimation.
Comput. Stat. Data Anal.
Graciela Boente, Marcelo Ruiz, Ruben H. Zamar
2012 J jnl
Nearest-neighbors medians clustering.
Stat. Anal. Data Min.
Daniel Peña, Júlia Viladomat, Ruben H. Zamar
2011 Misc conf
Automatic genotype calling of single nucleotide polymorphisms using a linear grouping algorithm.
ICNC
Guohua Yan, William J. Welch, Ruben H. Zamar, Loubna Akhabir, Treena McDonald
2010 J jnl
Fast robust estimation of prediction error based on resampling.
Comput. Stat. Data Anal.
Jafar A. Khan, Stefan Van Aelst, Ruben H. Zamar
2010 J jnl
Special issue on variable selection and robust procedures.
Comput. Stat. Data Anal.
Stefan Van Aelst, Roy E. Welsch, Ruben H. Zamar
2007 J jnl
Building a robust linear model with forward selection and stepwise procedures.
Comput. Stat. Data Anal.
Jafar A. Khan, Stefan Van Aelst, Ruben H. Zamar
2007 J jnl
CLUES: A non-parametric clustering method based on local shrinking.
Comput. Stat. Data Anal.
Xiaogang Wang, Weiliang Qiu, Ruben H. Zamar
2007 J jnl
MDQC: a new quality assessment method for microarrays based on quality control reports.
Bioinform.
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
2006 J jnl
Dynamic variable selection in SNP genotype autocalling from APEX microarray data.
BMC Bioinform.
Mohua Podder, William J. Welch, Ruben H. Zamar, Scott J. Tebbutt
2006 J jnl
Linear grouping using orthogonal regression.
Comput. Stat. Data Anal.
Stefan Van Aelst, Xiaogang Wang, Ruben H. Zamar, Rong Zhu
2006 J jnl
Parallel Computation of High-Dimensional Robust Correlation and Covariance Matrices.
Algorithmica
James Chilson, Raymond T. Ng, Alan Wagner, Ruben H. Zamar
2004 J jnl
Extracting relational data from HTML repositories.
SIGKDD Explor.
Ruth Yuee Zhang, Laks V. S. Lakshmanan, Ruben H. Zamar
2004 A* conf
Parallel computation of high dimensional robust correlation and covariance matrices.
KDD
James Chilson, Raymond T. Ng, Alan Wagner, Ruben H. Zamar
2002 J jnl
Robust Estimates of Location and Dispersion for High-Dimensional Datasets.
Technometrics
Ricardo A. Maronna, Ruben H. Zamar
2002 A* conf
Scalable robust covariance and correlation estimates for data mining.
KDD
Fatemah A. Alqallaf, Kjell P. Konis, R. Douglas Martin, Ruben H. Zamar
2001 A* conf
Robust space transformations for distance-based operations.
KDD
Edwin M. Knorr, Raymond T. Ng, Ruben H. Zamar