most citedUnder-bagging Nearest Neighbors for Imbalanced Classification

7 citations · 14 across the 3 of their papers we have counts for

collaborators

3 papers

stat.ML2021★ 7 cited

Under-bagging Nearest Neighbors for Imbalanced Classification

Hanyuan Hang, Yuchao Cai, Hanfang Yang +1

In this paper, we propose an ensemble learning algorithm called \textit{under-bagging -nearest neighbors} (\textit{under-bagging -NN}) for imbalanced classification problems.…

stat.ML2021★ 7 cited

Gradient Boosted Binary Histogram Ensemble for Large-scale Regression

Hanyuan Hang, Tao Huang, Yuchao Cai +2

In this paper, we propose a gradient boosting algorithm for large-scale regression problems called \textit{Gradient Boosted Binary Histogram Ensemble} (GBBHE) based on binary histo…

stat.ML2019

Density-based Clustering with Best-scored Random Forest

Hanyuan Hang, Yuchao Cai, Hanfang Yang

Single-level density-based approach has long been widely acknowledged to be a conceptually and mathematically convincing clustering method. In this paper, we propose an algorithm c…