Samuel Müller

23 papers Journal 22Unranked 1
YearRankTypeTitle / Venue / Authors
2025 J jnl
A Kidney Transplant Support System for Patient-Clinician Shared Decision-Making.
J. Medical Syst.
Yunwei Zhang, Marni Torkel, Samuel Müller, Germaine Wong, Jean Yang
2025 J jnl
A Scalable Gradient-Based Optimization Framework for Sparse Minimum-Variance Portfolio Selection.
CoRR
Sarat Babu Moka, Matias Quiroz, Vali Asimit, Samuel Müller
2025 J jnl
Air-HOLP: adaptive regularized feature screening for high dimensional correlated data.
Stat. Comput.
Ibrahim Nabeel Joudah, Samuel Müller, Houying Zhu
2025 J jnl
eNODAL: an experimentally guided nutriomics data clustering method to unravel complex drug-diet interactions.
Briefings Bioinform.
Xiangnan Xu, Alistair M. Senior, David G. Le Couteur, Victoria C. Cogger, David Raubenheimer, David E. James, Benjamin Parker, Stephen J. Simpson, Samuel Müller, Jean Y. H. Yang
2024 J jnl
Advancing student outcome predictions through generative adversarial networks.
Comput. Educ. Artif. Intell.
Helia Farhood, Ibrahim Nabeel Joudah, Amin Beheshti, Samuel Müller
2024 J jnl
COMBSS: best subset selection via continuous optimization.
Stat. Comput.
Sarat Babu Moka, Benoit Liquet, Houying Zhu, Samuel Müller
2024 J jnl
CR-Lasso: Robust cellwise regularized sparse regression.
Comput. Stat. Data Anal.
Peng Su, Garth Tarr, Samuel Müller, Suojin Wang
2024 J jnl
Evaluating and Enhancing Artificial Intelligence Models for Predicting Student Learning Outcomes.
Informatics
Helia Farhood, Ibrahim Nabeel Joudah, Amin Beheshti, Samuel Müller
2024 J jnl
Likelihood-based surrogate dimension reduction.
Stat. Comput.
Linh H. Nghiem, Francis K. C. Hui, Samuel Müller, Alan H. Welsh
2024 J jnl
Robust variable selection methods with Cox model - a selective practical benchmark study.
Briefings Bioinform.
Yunwei Zhang, Samuel Müller
2023 — conf
Surface Area Estimation Using 3D Point Clouds and Delaunay Triangulation.
ICR
Helia Farhood, Samuel Müller, Amin Beheshti
2022 J jnl
Cross-Platform Omics Prediction procedure: a statistical machine learning framework for wider implementation of precision medicine.
npj Digit. Medicine
Kevin Y. X. Wang, Gulietta M. Pupo, Varsha Tembe, Ellis Patrick, Dario Strbenac, Sarah-Jane Schramm, John F. Thompson, Richard A. Scolyer, Samuel Müller, Garth Tarr, Graham J. Mann, Jean Yee Hwa Yang
2021 J jnl
MCVIS: A New Framework for Collinearity Discovery, Diagnostic, and Visualization.
J. Comput. Graph. Stat.
Chen Lin, Kevin Y. X. Wang, Samuel Müller
2020 J jnl
LC-N2G: a local consistency approach for nutrigenomics data analysis.
BMC Bioinform.
Xiangnan Xu, Samantha Solon-Biet, Alistair M. Senior, David Raubenheimer, Stephen J. Simpson, Luigi Fontana, Samuel Müller, Jean Yee Hwa Yang
2020 J jnl
The LASSO on latent indices for regression modeling with ordinal categorical predictors.
Comput. Stat. Data Anal.
Francis K. C. Hui, Samuel Müller, Alan H. Welsh
2019 J jnl
bcGST - an interactive bias-correction method to identify over-represented gene-sets in boutique arrays.
Bioinform.
Kevin Y. X. Wang, Alexander M. Menzies, Ines P. Silva, James S. Wilmott, Yibing Yan, Matthew Wongchenko, Richard F. Kefford, Richard A. Scolyer, Georgina V. Long, Garth Tarr, Samuel Müller, Jean Yee Hwa Yang
2017 J jnl
2nd special issue on robust analysis of complex data.
Comput. Stat. Data Anal.
Samuel Müller, Graciela Boente, Christophe Croux, Juan Romo, Stefan Van Aelst
2016 J jnl
On generalized degrees of freedom with application in linear mixed models selection.
Stat. Comput.
Chong You, Samuel Müller, John T. Ormerod
2016 J jnl
Robust estimation of precision matrices under cellwise contamination.
Comput. Stat. Data Anal.
Garth Tarr, Samuel Müller, Neville C. Weber
2015 J jnl
Inferring data-specific micro-RNA function through the joint ranking of micro-RNA and pathways from matched micro-RNA and gene expression data.
Bioinform.
Ellis Patrick, Michael J. Buckley, Samuel Müller, David M. Lin, Jean Yee Hwa Yang
2014 J jnl
Identification of important regressor groups, subgroups and individuals via regularization methods: application to gut microbiome data.
Bioinform.
Tanya P. Garcia, Samuel Müller, Raymond J. Carroll, Rosemary L. Walzem
2013 J jnl
Revisiting fitting monotone polynomials to data.
Comput. Stat.
Kevin Murray, Samuel Müller, Berwin A. Turlach
2011 J jnl
Partially smooth tail-index estimation for small samples.
Comput. Stat.
Samuel Müller, Houng Chhay