Yi-Xiao He

Publication Activity (10 Years)

Years Active: 2022-2024
Publications (10 Years): 5

Top Topics

Imbalanced Datasets

Class Imbalance

Feature Importance

Pruning Algorithm

Top Venues

Publications

Yi-Xiao He, Dan-Xuan Liu, Shen-Huan Lyu, Chao Qian, Zhi-Hua Zhou
Multi-class imbalance problem: A multi-objective solution. Inf. Sci. 680 (2024)
Yi-Xiao He, Yu-Chang Wu, Chao Qian, Zhi-Hua Zhou
Margin distribution and structural diversity guided ensemble pruning. Mach. Learn. 113 (6) (2024)
Yi-Xiao He, Shen-Huan Lyu, Yuan Jiang
Interpreting Deep Forest through Feature Contribution and MDI Feature Importance. CoRR (2023)
Shen-Huan Lyu, Yi-Xiao He, Zhi-Hua Zhou
Depth is More Powerful than Width with Prediction Concatenation in Deep Forest. NeurIPS (2022)
Yu-Chang Wu, Yi-Xiao He, Chao Qian, Zhi-Hua Zhou
Multi-objective Evolutionary Ensemble Pruning Guided by Margin Distribution. PPSN (1) (2022)