Hemant Ishwaran

Publication Activity (10 Years)

Years Active: 2003-2022
Publications (10 Years): 10

Top Topics

Empirical Bayes

Class Imbalanced Data

Learning Machines

Top Venues

Stat. Anal. Data Min.

SN Comput. Sci.

Publications

Amol Pande, Hemant Ishwaran, Eugene Blackstone
Boosting for Multivariate Longitudinal Responses. SN Comput. Sci. 3 (3) (2022)
Amol Pande, Hemant Ishwaran, Eugene Blackstone, Jeevanantham Rajeswaran, Marc Gillinov
Application of Gradient Boosting in Evaluating Surgical Ablation for Atrial Fibrillation. SN Comput. Sci. 3 (6) (2022)
Donald K. K. Lee, Ningyuan Chen, Hemant Ishwaran, Xiaochen Wang, Arash Pakbin, Bobak Mortazavi, Hongyu Zhao
Theory and software for boosted nonparametric hazard estimation. SPACA (2021)
Alejandro Mantero, Hemant Ishwaran
Unsupervised random forests. Stat. Anal. Data Min. 14 (2) (2021)
Robert O'Brien, Hemant Ishwaran
A random forests quantile classifier for class imbalanced data. Pattern Recognit. 90 (2019)
Min Lu, Hemant Ishwaran
A Machine Learning Alternative to P-values. CoRR (2017)
Amol Pande, Liang Li, Jeevanantham Rajeswaran, John Ehrlinger, Udaya B. Kogalur, Eugene Blackstone, Hemant Ishwaran
Boosted multivariate trees for longitudinal data. Mach. Learn. 106 (2) (2017)
Fei Tang, Hemant Ishwaran
Random forest missing data algorithms. Stat. Anal. Data Min. 10 (6) (2017)
Saad Sadiq, Yilin Yan, Mei-Ling Shyu, Shu-Ching Chen, Hemant Ishwaran
Enhancing Multimedia Imbalanced Concept Detection Using VIMP in Random Forests. IRI (2016)
Hemant Ishwaran
The effect of splitting on random forests. Mach. Learn. 99 (1) (2015)
Hemant Ishwaran, James D. Malley
Synthetic learning machines. BioData Min. 7 (2014)
Xi Chen, Hemant Ishwaran
Pathway hunting by random survival forests. Bioinform. 29 (1) (2013)
Hemant Ishwaran, Udaya B. Kogalur, Xi Chen, Andy J. Minn
Random survival forests for high-dimensional data. Stat. Anal. Data Min. 4 (1) (2011)
Hemant Ishwaran, Udaya B. Kogalur, J. Sunil Rao
spikeslab: Prediction and Variable Selection Using Spike and Slab Regression. R J. 2 (2) (2010)
Hemant Ishwaran, J. Sunil Rao, Udaya B. Kogalur
: Java software for Bayesian analysis of variance for microarray data. BMC Bioinform. 7 (2006)
Ariadni Papana, Hemant Ishwaran
CART variance stabilization and regularization for high-throughput genomic data. Bioinform. 22 (18) (2006)
Sorin Alexe, Eugene Blackstone, Peter L. Hammer, Hemant Ishwaran, Michael S. Lauer, Claire E. Pothier Snader
Coronary Risk Prediction by Logical Analysis of Data. Ann. Oper. Res. 119 (1-4) (2003)