Ruben H. Zamar

According to our database, Ruben H. Zamar authored at least 28 papers between 2001 and 2022.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2022

Regularized K-means Through Hard-Thresholding.

Jakob Raymaekers, Ruben H. Zamar

J. Mach. Learn. Res., 2022

Robust Model-Based Clustering.

Juan Domingo Gonzalez, Ricardo A. Maronna, Victor J. Yohai, Ruben H. Zamar

J. Data Sci. Stat. Vis., 2022

2021

A Stepwise Approach for High-Dimensional Gaussian Graphical Models.

Ruben H. Zamar, Marcelo Ruiz, Ginette Lafit, Javier Nogales

J. Data Sci. Stat. Vis., 2021

2020

Split Regularized Regression.

Anthony-Alexander Christidis, Laks V. S. Lakshmanan, Ezequiel Smucler, Ruben H. Zamar

Technometrics, 2020

Pooled variable scaling for cluster analysis.

Jakob Raymaekers, Ruben H. Zamar

Bioinform., 2020

2019

Empirical Dynamic Quantiles for Visualization of High-Dimensional Time Series.

Daniel Peña, Ruey S. Tsay, Ruben H. Zamar

Technometrics, 2019

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

Exploring Rated Datasets with Rating Maps.

Sihem Amer-Yahia, Sofia Kleisarchaki, Naresh Kumar Kolloju, Laks V. S. Lakshmanan, Ruben H. Zamar

Proceedings of the 26th International Conference on World Wide Web, 2017

2016

Exploiting Multiple Descriptor Sets in QSAR Studies.

Jabed H. Tomal, William J. Welch, Ruben H. Zamar

J. Chem. Inf. Model., 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

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

2014

A natural framework for sparse hierarchical clustering.

Hongyang Zhang, Ruben H. Zamar

CoRR, 2014

2013

Robust and efficient estimation of the residual scale in linear regression.

Stefan Van Aelst, Gert Willems, Ruben H. Zamar

J. Multivar. Anal., 2013

2012

Nearest-neighbors medians clustering.

Daniel Peña, Júlia Viladomat, Ruben H. Zamar

Stat. Anal. Data Min., 2012

Bandwidth choice for robust nonparametric scale function estimation.

Graciela Boente, Marcelo Ruiz, Ruben H. Zamar

Comput. Stat. Data Anal., 2012

2011

Automatic genotype calling of single nucleotide polymorphisms using a linear grouping algorithm.

Guohua Yan, William J. Welch, Ruben H. Zamar, Loubna Akhabir, Treena McDonald

Proceedings of the Seventh International Conference on Natural Computation, 2011

2010

Fast robust estimation of prediction error based on resampling.

Jafar A. Khan, Stefan Van Aelst, Ruben H. Zamar

Comput. Stat. Data Anal., 2010

Special issue on variable selection and robust procedures.

Stefan Van Aelst, Roy E. Welsch, Ruben H. Zamar

Comput. Stat. Data Anal., 2010

2007

CLUES: A non-parametric clustering method based on local shrinking.

Xiaogang Wang, Weiliang Qiu, Ruben H. Zamar

Comput. Stat. Data Anal., 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

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

2006

Linear grouping using orthogonal regression.

Stefan Van Aelst, Xiaogang Wang, Ruben H. Zamar, Rong Zhu

Comput. Stat. Data Anal., 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

Parallel Computation of High-Dimensional Robust Correlation and Covariance Matrices.

James Chilson, Raymond T. Ng, Alan Wagner, Ruben H. Zamar

Algorithmica, 2006

2004

Extracting relational data from HTML repositories.

Ruth Yuee Zhang, Laks V. S. Lakshmanan, Ruben H. Zamar

SIGKDD Explor., 2004

2002

Robust Estimates of Location and Dispersion for High-Dimensional Datasets.

Ricardo A. Maronna, Ruben H. Zamar

Technometrics, 2002

Scalable robust covariance and correlation estimates for data mining.

Fatemah A. Alqallaf, Kjell P. Konis, R. Douglas Martin, Ruben H. Zamar

Proceedings of the Eighth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2002

2001

Robust space transformations for distance-based operations.

Edwin M. Knorr, Raymond T. Ng, Ruben H. Zamar

Proceedings of the seventh ACM SIGKDD international conference on Knowledge discovery and data mining, 2001