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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.
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.
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.
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.
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.
76 results