Kangsheng Li

An ensemble imbalanced classification method based on model dynamic selection driven by data partition hybrid sampling

Xin Gao, Bing Ren, Hao Zhang et al. · Expert Systems with Applications · 2020 · 77 citations

Data Classification, Classification Method, Engineering +13

Robust outlier detection based on the changing rate of directed density ratio

Kangsheng Li, Xin Gao, Shiyuan Fu et al. · Expert Systems with Applications · 2022 · 49 citations

Anomaly Detection, Engineering, Data Mining +7

Artificial Intelligence–Based Diagnostic Model for Detecting Keratoconus Using Videos of Corneal Force Deformation

Zuoping Tan, Xuan Chen, Kangsheng Li et al. · Translational Vision Science & Technology · 2022 · 33 citations · Full text

Detection of local and clustered outliers based on the density–distance decision graph

Kangsheng Li, Xin Gao, Xin Jia et al. · Engineering Applications of Artificial Intelligence · 2022 · 28 citations

Anomaly Detection, Engineering, Data Science +5

An imbalanced binary classification method based on contrastive learning using multi-label confidence comparisons within sample-neighbors pair

Xin Gao, Zhihang Meng, Xin Jia et al. · Neurocomputing · 2022 · 12 citations

Data Classification, Classification Method, Engineering +8