Ishwaran H - Search Results

1

Enhancing Multimedia Imbalanced Concept Detection Using VIMP in Random Forests.

Sadiq S, Yan Y, Shyu ML, Chen SC, Ishwaran H. Sadiq S, et al. Among authors: ishwaran h. Proc IEEE Int Conf Inf Reuse Integr. 2016 Jul;2016:601-608. doi: 10.1109/IRI.2016.87. Epub 2016 Dec 19. Proc IEEE Int Conf Inf Reuse Integr. 2016. PMID: 28929141 Free PMC article.

2

Estimating Individual Treatment Effect in Observational Data Using Random Forest Methods.

Lu M, Sadiq S, Feaster DJ, Ishwaran H. Lu M, et al. Among authors: ishwaran h. J Comput Graph Stat. 2018;27(1):209-219. doi: 10.1080/10618600.2017.1356325. Epub 2018 Feb 1. J Comput Graph Stat. 2018. PMID: 29706752 Free PMC article.

3

Random survival forests for competing risks.

Ishwaran H, Gerds TA, Kogalur UB, Moore RD, Gange SJ, Lau BM. Ishwaran H, et al. Biostatistics. 2014 Oct;15(4):757-73. doi: 10.1093/biostatistics/kxu010. Epub 2014 Apr 11. Biostatistics. 2014. PMID: 24728979 Free PMC article.

4

Evaluating Random Forests for Survival Analysis using Prediction Error Curves.

Mogensen UB, Ishwaran H, Gerds TA. Mogensen UB, et al. Among authors: ishwaran h. J Stat Softw. 2012 Sep;50(11):1-23. doi: 10.18637/jss.v050.i11. J Stat Softw. 2012. PMID: 25317082 Free PMC article.

5

The Effect of Splitting on Random Forests.

Ishwaran H. Ishwaran H. Mach Learn. 2015 Apr;99(1):75-118. doi: 10.1007/s10994-014-5451-2. Epub 2014 Jul 2. Mach Learn. 2015. PMID: 28919667 Free PMC article.

6

A Random Forests Quantile Classifier for Class Imbalanced Data.

O'Brien R, Ishwaran H. O'Brien R, et al. Among authors: ishwaran h. Pattern Recognit. 2019 Jun;90:232-249. doi: 10.1016/j.patcog.2019.01.036. Epub 2019 Jan 29. Pattern Recognit. 2019. PMID: 30765897 Free PMC article.

7

Unsupervised random forests.

Mantero A, Ishwaran H. Mantero A, et al. Among authors: ishwaran h. Stat Anal Data Min. 2021 Apr;14(2):144-167. doi: 10.1002/sam.11498. Epub 2021 Feb 5. Stat Anal Data Min. 2021. PMID: 33833846 Free PMC article.

8

Random Forest Missing Data Algorithms.

Tang F, Ishwaran H. Tang F, et al. Among authors: ishwaran h. Stat Anal Data Min. 2017 Dec;10(6):363-377. doi: 10.1002/sam.11348. Epub 2017 Jun 13. Stat Anal Data Min. 2017. PMID: 29403567 Free PMC article.

9

Standard errors and confidence intervals for variable importance in random forest regression, classification, and survival.

Ishwaran H, Lu M. Ishwaran H, et al. Stat Med. 2019 Feb 20;38(4):558-582. doi: 10.1002/sim.7803. Epub 2018 Jun 4. Stat Med. 2019. PMID: 29869423 Free PMC article.

10

Synthetic learning machines.

Ishwaran H, Malley JD. Ishwaran H, et al. BioData Min. 2014 Dec 18;7(1):28. doi: 10.1186/s13040-014-0028-y. eCollection 2014. BioData Min. 2014. PMID: 25614764 Free PMC article.

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