Depth is more powerful than width with prediction concatenation in deep forest SH Lyu, YX He, ZH Zhou Advances in Neural Information Processing Systems 35, 29719-29732, 2022 | 4 | 2022 |
Multi-objective evolutionary ensemble pruning guided by margin distribution YC Wu, YX He, C Qian, ZH Zhou International Conference on Parallel Problem Solving from Nature, 427-441, 2022 | 4 | 2022 |
Margin distribution and structural diversity guided ensemble pruning YX He, YC Wu, C Qian, ZH Zhou Machine Learning, 1-23, 2024 | 1 | 2024 |
Interpreting deep forest through feature contribution and mdi feature importance YX He, SH Lyu, Y Jiang ACM Transactions on Knowledge Discovery from Data, 2024 | 1 | 2024 |
蒙德里安深度森林 贺一笑, 庞明, 姜远 计算机研究与发展 57 (8), 1594-1604, 2020 | | 2020 |