Hemant Ishwaran

21 papers Misc 1Journal 19Unranked 1
YearRankTypeTitle / Venue / Authors
2026 J jnl
Variable priority for unsupervised variable selection.
Pattern Recognit.
Lili Zhou, Min Lu, Hemant Ishwaran
2025 J jnl
General OOD Detection via Model-aware and Subspace-aware Variable Priority.
CoRR
Min Lu, Hemant Ishwaran
2025 J jnl
Individual variable priority: a model-independent local gradient method for variable importance.
Artif. Intell. Rev.
Min Lu, Hemant Ishwaran
2024 J jnl
Model-independent variable selection via the rule-based variable priority.
CoRR
Min Lu, Hemant Ishwaran
2022 J jnl
Application of Gradient Boosting in Evaluating Surgical Ablation for Atrial Fibrillation.
SN Comput. Sci.
Amol Pande, Hemant Ishwaran, Eugene Blackstone, Jeevanantham Rajeswaran, Marc Gillinov
2022 J jnl
Boosting for Multivariate Longitudinal Responses.
SN Comput. Sci.
Amol Pande, Hemant Ishwaran, Eugene Blackstone
2021 — conf
Theory and software for boosted nonparametric hazard estimation.
SPACA
Donald K. K. Lee, Ningyuan Chen, Hemant Ishwaran, Xiaochen Wang, Arash Pakbin, Bobak Mortazavi, Hongyu Zhao
2021 J jnl
Unsupervised random forests.
Stat. Anal. Data Min.
Alejandro Mantero, Hemant Ishwaran
2019 J jnl
A random forests quantile classifier for class imbalanced data.
Pattern Recognit.
Robert C. O'Brien, Hemant Ishwaran
2017 J jnl
A Machine Learning Alternative to P-values.
CoRR
Min Lu, Hemant Ishwaran
2017 J jnl
Boosted multivariate trees for longitudinal data.
Mach. Learn.
Amol Pande, Liang Li, Jeevanantham Rajeswaran, John Ehrlinger, Udaya B. Kogalur, Eugene Blackstone, Hemant Ishwaran
2017 J jnl
Random forest missing data algorithms.
Stat. Anal. Data Min.
Fei Tang, Hemant Ishwaran
2016 Misc conf
Enhancing Multimedia Imbalanced Concept Detection Using VIMP in Random Forests.
IRI
Saad Sadiq, Yilin Yan, Mei-Ling Shyu, Shu-Ching Chen, Hemant Ishwaran
2015 J jnl
The effect of splitting on random forests.
Mach. Learn.
Hemant Ishwaran
2014 J jnl
Synthetic learning machines.
BioData Min.
Hemant Ishwaran, James D. Malley
2013 J jnl
Pathway hunting by random survival forests.
Bioinform.
Xi Chen, Hemant Ishwaran
2011 J jnl
Random survival forests for high-dimensional data.
Stat. Anal. Data Min.
Hemant Ishwaran, Udaya B. Kogalur, Xi Chen, Andy J. Minn
2010 J jnl
spikeslab: Prediction and Variable Selection Using Spike and Slab Regression.
R J.
Hemant Ishwaran, Udaya B. Kogalur, J. Sunil Rao
2006 J jnl
BAMarray
BMC Bioinform.
Hemant Ishwaran, J. Sunil Rao, Udaya B. Kogalur
2006 J jnl
CART variance stabilization and regularization for high-throughput genomic data.
Bioinform.
Ariadni Papana, Hemant Ishwaran
2003 J jnl
Coronary Risk Prediction by Logical Analysis of Data.
Ann. Oper. Res.
Sorin Alexe, Eugene Blackstone, Peter L. Hammer, Hemant Ishwaran, Michael S. Lauer, Claire E. Pothier Snader