| Metagraph aggregated heterogeneous graph neural network for illicit traded product identification in underground market Y Fan, Y Ye, Q Peng, J Zhang, Y Zhang, X Xiao, C Shi, Q Xiong, F Shao, ... IEEE 20th International Conference on Data Mining (ICDM), 132-141, 2020 | 24 | 2020 |
| Multiple Bayesian discriminant functions for high-dimensional massive data classification J Zhang, S Wang, L Chen, P Gallinari Data Mining and Knowledge Discovery 31 (2), 465-501, 2017 | 21 | 2017 |
| Disentangled Dynamic Heterogeneous Graph Learning for Opioid Overdose Prediction Q Wen, Z Ouyang, J Zhang, Y Qian, Y Ye, C Zhang 28th ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD …, 2022 | 19 | 2022 |
| Projected-prototype based classifier for text categorization J Zhang, L Chen, G Guo Knowledge-Based Systems 49, 179-189, 2013 | 16 | 2013 |
| Time-dependent Survival Neural Network for Remaining Useful Life Prediction J Zhang, S Wang, L Chen, G Guo, R Chen, A Vanasse 23rd Pacific-Asia Conference on Knowledge Discovery and Data Mining (PAKDD …, 2019 | 15 | 2019 |
| Survival Prediction by an Integrated Learning Criterion on Intermittently Varying Healthcare Data. J Zhang, L Chen, A Vanasse, J Courteau, S Wang 30th AAAI Conference on Artificial Intelligence (AAAI), 72-78, 2016 | 14 | 2016 |
| RxNet: Rx-refill graph neural network for overprescribing detection J Zhang, AT Kuo, J Zhao, Q Wen, E Winstanley, C Zhang, Y Ye 30th ACM International Conference on Information and Knowledge Management …, 2021 | 10 | 2021 |
| Learning models for forecasting hospital resource utilization for COVID-19 patients in Canada J Zhang, HS Pathak, A Snowdon, R Greiner Scientific reports 12 (1), 8751, 2022 | 8 | 2022 |
| Predicting COPD failure by modeling hazard in longitudinal clinical data J Zhang, S Wang, J Courteau, L Chen, A Bach, A Vanasse 16th IEEE International Conference on Data Mining (ICDM), 639-648, 2016 | 8 | 2016 |
| Learning accurate personalized survival models for predicting hospital discharge and mortality of COVID-19 patients N Kumar, S Qi, LH Kuan, W Sun, J Zhang, R Greiner Scientific reports 12 (1), 4472, 2022 | 7 | 2022 |
| Survival neural networks for time-to-event prediction in longitudinal study J Zhang, L Chen, Y Ye, G Guo, R Chen, A Vanasse, S Wang Knowledge and Information Systems 62, 3727-3751, 2020 | 7 | 2020 |
| Feature-weighted survival learning machine for COPD failure prediction J Zhang, S Wang, J Courteau, L Chen, G Guo, A Vanasse Artificial Intelligence in Medicine 96, 68-79, 2019 | 7 | 2019 |
| 多代表点的子空间分类算法 (Multi-representatives-based algorithm for subspace classification) 张健飞， 陈黎飞， 郭躬德， 李南 计算机科学与探索 5 (11), 1037-1047, 2011 | 6 | 2011 |
| Dynamic order Markov model for categorical sequence clustering R Chen, H Sun, L Chen, J Zhang, S Wang Journal of big Data 8, 1-25, 2021 | 3 | 2021 |
| Sequential Representation of Clinical Data for Full-Fitting Survival Prediction J Zhang, L Chen, A Bach, J Courteau, A Vanasse, S Wang 31st IEEE International Conference on Advanced Information Networking and …, 2017 | 3 | 2017 |
| 检测迷惑恶意代码的层次化特征选择方法(Hierarchical feature selection method for detection of obfuscated malicious code) 张健飞， 陈黎飞， 郭躬德 计算机应用 32 (10), 2761-2767, 2012 | 3 | 2012 |
| Analysis and comparison of machine learning models for glucose forecasting T Simon, J Zhang, S Wang International Conference on Advanced Information Networking and Applications …, 2023 | 2 | 2023 |
| Rx-refill Graph Neural Network to Reduce Drug Overprescribing Risks J Zhang, AT Kuo, J Zhao, Q Wen, EL Winstanley, C Zhang, Y Ye 31st International Joint Conference on Artificial Intelligence (IJCAI), 5379 …, 2022 | 1 | 2022 |
| Modeling of Repeated Measures for Time-to-event Prediction J Zhang, L Chen, S Wang 19th International Conference on Advanced Data Mining and Applications (ADMA …, 2023 | | 2023 |
| Toward Healthy Aging: Temporal Regression for Disability Prediction and Warning Decision-Making J Zhang, L Chen, S Wang 34th International Conference on Database and Expert Systems Applications …, 2023 | | 2023 |
Shengrui WangProfessor of Computer Science, Universite de Sherbrooke在 usherbrooke.ca 的电子邮件经过验证
