| Hybrid classifier ensemble for imbalanced data K Yang, Z Yu, X Wen, W Cao, CLP Chen, HS Wong, J You IEEE transactions on neural networks and learning systems 31 (4), 1387-1400, 2019 | 119 | 2019 |
| Incremental weighted ensemble broad learning system for imbalanced data K Yang, Z Yu, CLP Chen, W Cao, J You, HS Wong IEEE Transactions on Knowledge and Data Engineering 34 (12), 5809-5824, 2021 | 91 | 2021 |
| A survey on imbalanced learning: latest research, applications and future directions W Chen, K Yang, Z Yu, Y Shi, CL Chen Artificial Intelligence Review 57 (6), 1-51, 2024 | 63 | 2024 |
| Extracting and composing robust features with broad learning system K Yang, Y Liu, Z Yu, CLP Chen IEEE Transactions on Knowledge and Data Engineering 35 (4), 3885-3896, 2021 | 49 | 2021 |
| Stacked one-class broad learning system for intrusion detection in industry 4.0 K Yang, Y Shi, Z Yu, Q Yang, AK Sangaiah, H Zeng IEEE Transactions on Industrial Informatics 19 (1), 251-260, 2022 | 47 | 2022 |
| Progressive hybrid classifier ensemble for imbalanced data K Yang, Z Yu, CLP Chen, W Cao, HS Wong, J You, G Han IEEE Transactions on Systems, Man, and Cybernetics: Systems 52 (4), 2464-2478, 2021 | 33 | 2021 |
| Exploring Feature Selection With Limited Labels: A Comprehensive Survey of Semi-Supervised and Unsupervised Approaches G Li, Z Yu, K Yang, M Lin, CLP Chen IEEE Transactions on Knowledge and Data Engineering, 2024 | 32 | 2024 |
| Distributed optical fiber intrusion detection by image encoding and SwinT in multi-interference environment of long-distance pipeline C Zhu, Y Pu, K Yang, Q Yang, CLP Chen IEEE Transactions on Instrumentation and Measurement 72, 1-12, 2023 | 30 | 2023 |
| A comprehensive bibliometric analysis of signal processing and pattern recognition based on distributed optical fiber C Zhu, K Yang, Q Yang, Y Pu, CLP Chen Measurement 206, 112340, 2023 | 26 | 2023 |
| Adaptive ensemble clustering with boosting BLS-based autoencoder Y Shi, K Yang, Z Yu, CLP Chen, H Zeng IEEE Transactions on Knowledge and Data Engineering 35 (12), 12369-12383, 2023 | 20 | 2023 |
| Double-kernel based class-specific broad learning system for multiclass imbalance learning W Chen, K Yang, Z Yu, W Zhang Knowledge-Based Systems 253, 109535, 2022 | 20 | 2022 |
| Double-kernelized weighted broad learning system for imbalanced data W Chen, K Yang, W Zhang, Y Shi, Z Yu Neural Computing and Applications 34 (22), 19923-19936, 2022 | 15 | 2022 |
| Semisupervised classification with novel graph construction for high-dimensional data Z Yu, F Ye, K Yang, W Cao, CLP Chen, L Cheng, J You, HS Wong IEEE Transactions on Neural Networks and Learning Systems 33 (1), 75-88, 2020 | 15 | 2020 |
| Broad Learning Autoencoder With Graph Structure for Data Clustering Z Yu, Z Zhong, K Yang, W Cao, CLP Chen IEEE Transactions on Knowledge and Data Engineering 36 (1), 49-61, 2023 | 12 | 2023 |
| Solving the imbalanced problem by metric learning and oversampling K Yang, Z Yu, W Chen, Z Liang, CLP Chen IEEE Transactions on Knowledge and Data Engineering, 2024 | 9 | 2024 |
| Multi-view broad learning system for electricity theft detection K Yang, W Chen, J Bi, M Wang, F Luo Applied Energy 352, 121914, 2023 | 9 | 2023 |
| Two-stage intrusion events recognition for vibration signals from distributed optical fiber sensors Z Lyu, C Zhu, Y Pu, Z Chen, K Yang, Q Yang IEEE Transactions on Instrumentation and Measurement, 2023 | 9 | 2023 |
| Adaptive fusion based method for imbalanced data classification Z Liang, H Wang, K Yang, Y Shi Frontiers in Neurorobotics 16, 827913, 2022 | 9 | 2022 |
| Data-centric evolution in autonomous driving: A comprehensive survey of big data system, data mining, and closed-loop technologies L Li, W Shao, W Dong, Y Tian, Q Zhang, K Yang, W Zhang arXiv preprint arXiv:2401.12888, 2024 | 8 | 2024 |
| Daily natural gas load forecasting based on sequence autocorrelation X Xiang, J Shen, K Yang, G Zhang, J Qian, C Zhu 2022 37th Youth Academic Annual Conference of Chinese Association of …, 2022 | 8 | 2022 |
Zhiwen Yu (余志文)Professor, South China University of Technology (华南理工大学教授、博导)Email verificata su scut.edu.cn