| Incremental learning imbalanced data streams with concept drift: The dynamic updated ensemble algorithm Z Li, W Huang, Y Xiong, S Ren, T Zhu Knowledge-Based Systems 195, 105694, 2020 | 76 | 2020 |
| Knowledge-maximized ensemble algorithm for different types of concept drift S Ren, B Liao, W Zhu, K Li Information Sciences 430, 261-281, 2018 | 67 | 2018 |
| Selection-based resampling ensemble algorithm for nonstationary imbalanced stream data learning S Ren, W Zhu, B Liao, Z Li, P Wang, K Li, M Chen, Z Li Knowledge-Based Systems 163, 705-722, 2019 | 62 | 2019 |
| The gradual resampling ensemble for mining imbalanced data streams with concept drift S Ren, B Liao, W Zhu, Z Li, W Liu, K Li Neurocomputing 286, 150-166, 2018 | 58 | 2018 |
| A new resource allocation strategy based on the relationship between subproblems for MOEA/D P Wang, W Zhu, H Liu, B Liao, L Cai, X Wei, S Ren, J Yang Information Sciences 501, 337-362, 2019 | 23 | 2019 |
| Adaptive region adjustment to improve the balance of convergence and diversity in MOEA/D P Wang, B Liao, W Zhu, L Cai, S Ren, M Chen, Z Li, K Li Applied Soft Computing 70, 797-813, 2018 | 17 | 2018 |
| Minority oversampling for imbalanced time series classification T Zhu, C Luo, Z Zhang, J Li, S Ren, Y Zeng Knowledge-Based Systems 247, 108764, 2022 | 16 | 2022 |
| Improving gene regulatory network structure using redundancy reduction in the MRNET algorithm W Liu, W Zhu, B Liao, H Chen, S Ren, L Cai RSC advances 7 (37), 23222-23233, 2017 | 13 | 2017 |
| A new contrast pattern-based classification for imbalanced data X Chen, Y Gao, S Ren Proceedings of the 2nd International Symposium on Computer Science and …, 2018 | 8 | 2018 |
| Oversampling for imbalanced time series data T Zhu, C Luo, J Li, S Ren, Z Zhang CoRR, 2020 | 6 | 2020 |
| Weighted ensemble with dynamical chunk size for imbalanced data streams in nonstationary environment N Liu, W Zhu, B Liao, S Ren 2nd International Conference on Computer Engineering, Information Science …, 2016 | 2 | 2016 |
| A Novel Sampling Strategy for Active Learning over Evolving Stream Data X Zhang, Z Cao, L Peng, S Ren 2nd International Conference on Computer Engineering, Information Science …, 2016 | | 2016 |
