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Sunwoo Han
Publication Activity (10 Years)
Years Active: 2020-2023
Publications (10 Years): 3
Top Topics
Ensemble Learning
Random Forest
Feature Importance
Class Imbalance
Top Venues
BMC Medical Informatics Decis. Mak.
Mach. Learn.
CoRR
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Publications
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Yunbi Nam
,
Sunwoo Han
Random Forest Variable Importance-based Selection Algorithm in Class Imbalance Problem.
CoRR
(2023)
Sunwoo Han
,
Brian D. Williamson
,
Youyi Fong
Improving random forest predictions in small datasets from two-phase sampling designs.
BMC Medical Informatics Decis. Mak.
21 (1) (2021)
Sunwoo Han
,
Hyunjoong Kim
,
Yung-Seop Lee
Double random forest.
Mach. Learn.
109 (8) (2020)