| Smart and practical privacy-preserving data aggregation for fog-based smart grids S Zhao, F Li, H Li, R Lu, S Ren, H Bao, JH Lin, S Han IEEE Transactions on Information Forensics and Security 16, 521-536, 2020 | 168 | 2020 |
| 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 | 94 | 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 | 72 | 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 | 69 | 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 | 63 | 2018 |
| Practical and robust federated learning with highly scalable regression training S Han, H Ding, S Zhao, S Ren, Z Wang, J Lin, S Zhou IEEE Transactions on Neural Networks and Learning Systems, 2023 | 39 | 2023 |
| Location privacy-preserving distance computation for spatial crowdsourcing S Han, J Lin, S Zhao, G Xu, S Ren, D He, L Wang, L Shi IEEE Internet of Things Journal 7 (8), 7550-7563, 2020 | 37 | 2020 |
| 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 | 27 | 2022 |
| 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 | 25 | 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 |
| 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 |
| PPMM-DA: privacy-preserving multi-dimensional and multi-subset data aggregation with differential privacy for fog-based smart grids S Zhao, S Xu, S Han, S Ren, Y Wang, Z Chen, X Chen, J Lin, W Liu IEEE Internet of Things Journal, 2023 | 12 | 2023 |
| 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 | 9 | 2018 |
| [Retracted] A Lightweight Face Verification Based on Adaptive Cascade Network and Triplet Loss Function J Lin, C Ye, W Liu, S Ren, Y Wang, W Ma, B Xu, Y Ding Wireless Communications and Mobile Computing 2022 (1), 3017149, 2022 | 2 | 2022 |
| 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 |
| Investigating Fraud and Misconduct in Legitimate Internet Economy based on Customer Complaints W Ma, Y Cong, H Xu, F Zhang, Z Li, S Ren 2023 IEEE 22nd International Conference on Trust, Security and Privacy in …, 2023 | 1 | 2023 |
| 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 |
