Kangsheng Li

Publication Activity (10 Years)

Years Active: 2020-2023
Publications (10 Years): 6

Top Topics

Unsupervised Anomaly Detection

Classification Method

K Nearest Neighbor

Detect Outliers

Top Venues

Expert Syst. Appl.

Eng. Appl. Artif. Intell.

Knowl. Based Syst.

Publications

Xin Gao, Zhihang Meng, Xin Jia, Jing Liu, Xinping Diao, Bing Xue, Zijian Huang, Kangsheng Li
An imbalanced binary classification method based on contrastive learning using multi-label confidence comparisons within sample-neighbors pair. Neurocomputing 517 (2023)
Kangsheng Li, Xin Gao, Xin Jia, Bing Xue, Shiyuan Fu, Zhiyu Liu, Xu Huang, Zijian Huang
Detection of local and clustered outliers based on the density-distance decision graph. Eng. Appl. Artif. Intell. 110 (2022)
Kangsheng Li, Xin Gao, Shiyuan Fu, Xinping Diao, Ping Ye, Bing Xue, Jiahao Yu, Zijian Huang
Robust outlier detection based on the changing rate of directed density ratio. Expert Syst. Appl. 207 (2022)
Xin Gao, Xin Jia, Jing Liu, Bing Xue, Zijian Huang, Shiyuan Fu, Guangyao Zhang, Kangsheng Li
An ensemble contrastive classification framework for imbalanced learning with sample-neighbors pair construction. Knowl. Based Syst. 249 (2022)
Zhiyu Liu, Xin Gao, Xin Jia, Bing Xue, Shiyuan Fu, Kangsheng Li, Xu Huang, Zijian Huang
Correlation-based feature partition regression method for unsupervised anomaly detection. Appl. Intell. 52 (13) (2022)
Xin Gao, Bing Ren, Hao Zhang, Bohao Sun, Junliang Li, Jianhang Xu, Yang He, Kangsheng Li
An ensemble imbalanced classification method based on model dynamic selection driven by data partition hybrid sampling. Expert Syst. Appl. 160 (2020)