Projected-prototype based classifier for text categorization. - Jianfei Zhang 002; Lifei Chen; Gongde Guo (Knowl. Based Syst., 2013)

Survival Prediction by an Integrated Learning Criterion on Intermittently Varying Healthcare Data. - Jianfei Zhang 002; Lifei Chen; Alain Vanasse; Josiane Courteau; Shengrui Wang (AAAI, 2016)

Predicting COPD Failure by Modeling Hazard in Longitudinal Clinical Data. - Jianfei Zhang 002; Shengrui Wang; Josiane Courteau; Lifei Chen; Aurélien Bach; Alain Vanasse (ICDM, 2016)

Sequential Representation of Clinical Data for Full-Fitting Survival Prediction. - Jianfei Zhang 002; Lifei Chen; Aurélien Bach; Josiane Courteau; Alain Vanasse; Shengrui Wang (AINA Workshops, 2017)

Multiple Bayesian discriminant functions for high-dimensional massive data classification. - Jianfei Zhang 002; Shengrui Wang; Lifei Chen; Patrick Gallinari (Data Min. Knowl. Discov., 2017)

Survival Classification with Two-Tied Labeling of Censored Data. - Aurélien Bach; Jianfei Zhang 002; Shengrui Wang (AINA, 2018)

Time-Dependent Survival Neural Network for Remaining Useful Life Prediction. - Jianfei Zhang 002; Shengrui Wang; Lifei Chen; Gongde Guo; Rongbo Chen; Alain Vanasse (PAKDD (1), 2019)

Feature-weighted survival learning machine for COPD failure prediction. - Jianfei Zhang 002; Shengrui Wang; Josiane Courteau; Lifei Chen; Gongde Guo; Alain Vanasse (Artif. Intell. Medicine, 2019)

Metagraph Aggregated Heterogeneous Graph Neural Network for Illicit Traded Product Identification in Underground Market. - Yujie Fan; Yanfang Ye 001; Qian Peng; Jianfei Zhang 002; Yiming Zhang 002; Xusheng Xiao; Chuan Shi 001; Qi Xiong; Fudong Shao; Liang Zhao 002 (ICDM, 2020)

Survival neural networks for time-to-event prediction in longitudinal study. - Jianfei Zhang 002; Lifei Chen; Yanfang Ye 001; Gongde Guo; Rongbo Chen; Alain Vanasse; Shengrui Wang (Knowl. Inf. Syst., 2020)

RxNet: Rx-refill Graph Neural Network for Overprescribing Detection. - Jianfei Zhang 002; Ai-Te Kuo; Jianan Zhao 002; Qianlong Wen; Erin L. Winstanley; Chuxu Zhang; Yanfang Ye 001 (CIKM, 2021)

Dynamic order Markov model for categorical sequence clustering. - Rongbo Chen; Haojun Sun; Lifei Chen; Jianfei Zhang 002; Shengrui Wang (J. Big Data, 2021)

Rx-refill Graph Neural Network to Reduce Drug Overprescribing Risks (Extended Abstract). - Jianfei Zhang 002; Ai-Te Kuo; Jianan Zhao 002; Qianlong Wen; Erin L. Winstanley; Chuxu Zhang; Yanfang Ye 001 (IJCAI, 2022)

Disentangled Dynamic Heterogeneous Graph Learning for Opioid Overdose Prediction. - Qianlong Wen; Zhongyu Ouyang; Jianfei Zhang 002; Yiyue Qian; Yanfang Ye 001; Chuxu Zhang (KDD, 2022)

Modeling of Repeated Measures for Time-to-event Prediction. - Jianfei Zhang 002; Lifei Chen; Shengrui Wang (ADMA (1), 2023)

Analysis and Comparison of Machine Learning Models for Glucose Forecasting. - Théodore Simon; Jianfei Zhang 002; Shengrui Wang (AINA (2), 2023)

Unsupervised Learning via Graph Convolutional Network for Stock Trend Prediction. - Mingxuan Sun; Rongbo Chen; Jianfei Zhang 002; Shengrui Wang (AINA (1), 2023)

Toward Healthy Aging: Temporal Regression for Disability Prediction and Warning Decision-Making. - Jianfei Zhang 002; Lifei Chen; Shengrui Wang (DEXA (2), 2023)