Coronary Risk Prediction by Logical Analysis of Data. - Sorin Alexe; Eugene Blackstone; Peter L. Hammer; Hemant Ishwaran; Michael S. Lauer; Claire E. Pothier Snader (Ann. Oper. Res., 2003)

CART variance stabilization and regularization for high-throughput genomic data. - Ariadni Papana; Hemant Ishwaran (Bioinform., 2006)

BAMarrayTM: Java software for Bayesian analysis of variance for microarray data. - Hemant Ishwaran; J. Sunil Rao; Udaya B. Kogalur (BMC Bioinform., 2006)

spikeslab: Prediction and Variable Selection Using Spike and Slab Regression. - Hemant Ishwaran; Udaya B. Kogalur; J. Sunil Rao (R J., 2010)

Random survival forests for high-dimensional data. - Hemant Ishwaran; Udaya B. Kogalur; Xi Chen; Andy J. Minn (Stat. Anal. Data Min., 2011)

Pathway hunting by random survival forests. - Xi Chen; Hemant Ishwaran (Bioinform., 2013)

Synthetic learning machines. - Hemant Ishwaran; James D. Malley (BioData Min., 2014)

The effect of splitting on random forests. - Hemant Ishwaran (Mach. Learn., 2015)

Enhancing Multimedia Imbalanced Concept Detection Using VIMP in Random Forests. - Saad Sadiq; Yilin Yan; Mei-Ling Shyu; Shu-Ching Chen; Hemant Ishwaran (IRI, 2016)

A Machine Learning Alternative to P-values. - Min Lu; Hemant Ishwaran (CoRR, 2017)

Boosted multivariate trees for longitudinal data. - Amol Pande; Liang Li; Jeevanantham Rajeswaran; John Ehrlinger; Udaya B. Kogalur; Eugene Blackstone; Hemant Ishwaran (Mach. Learn., 2017)

Random forest missing data algorithms. - Fei Tang; Hemant Ishwaran (Stat. Anal. Data Min., 2017)

A random forests quantile classifier for class imbalanced data. - Robert C. O'Brien; Hemant Ishwaran (Pattern Recognit., 2019)

Theory and software for boosted nonparametric hazard estimation. - Donald K. K. Lee; Ningyuan Chen; Hemant Ishwaran; Xiaochen Wang; Arash Pakbin; Bobak Mortazavi; Hongyu Zhao (SPACA, 2021)

Unsupervised random forests. - Alejandro Mantero; Hemant Ishwaran (Stat. Anal. Data Min., 2021)

Boosting for Multivariate Longitudinal Responses. - Amol Pande; Hemant Ishwaran; Eugene Blackstone (SN Comput. Sci., 2022)

Application of Gradient Boosting in Evaluating Surgical Ablation for Atrial Fibrillation. - Amol Pande; Hemant Ishwaran; Eugene Blackstone; Jeevanantham Rajeswaran; Marc Gillinov (SN Comput. Sci., 2022)

Model-independent variable selection via the rule-based variable priority. - Min Lu; Hemant Ishwaran (CoRR, 2024)