Jianfei Zhang

According to our database, Jianfei Zhang authored at least 18 papers between 2013 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2023

Toward Healthy Aging: Temporal Regression for Disability Prediction and Warning Decision-Making.

Jianfei Zhang, Lifei Chen, Shengrui Wang

Proceedings of the Database and Expert Systems Applications, 2023

Unsupervised Learning via Graph Convolutional Network for Stock Trend Prediction.

Mingxuan Sun, Rongbo Chen, Jianfei Zhang, Shengrui Wang

Proceedings of the Advanced Information Networking and Applications, 2023

Analysis and Comparison of Machine Learning Models for Glucose Forecasting.

Théodore Simon, Jianfei Zhang, Shengrui Wang

Proceedings of the Advanced Information Networking and Applications, 2023

Modeling of Repeated Measures for Time-to-event Prediction.

Jianfei Zhang, Lifei Chen, Shengrui Wang

Proceedings of the Advanced Data Mining and Applications - 19th International Conference, 2023

2022

Disentangled Dynamic Heterogeneous Graph Learning for Opioid Overdose Prediction.

Qianlong Wen, Zhongyu Ouyang, Jianfei Zhang, Yiyue Qian, Yanfang Ye, Chuxu Zhang

Proceedings of the KDD '22: The 28th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, Washington, DC, USA, August 14, 2022

Rx-refill Graph Neural Network to Reduce Drug Overprescribing Risks (Extended Abstract).

Jianfei Zhang, Ai-Te Kuo, Jianan Zhao, Qianlong Wen, Erin L. Winstanley, Chuxu Zhang, Yanfang Ye

Proceedings of the Thirty-First International Joint Conference on Artificial Intelligence, 2022

2021

Dynamic order Markov model for categorical sequence clustering.

Rongbo Chen, Haojun Sun, Lifei Chen, Jianfei Zhang, Shengrui Wang

J. Big Data, 2021

RxNet: Rx-refill Graph Neural Network for Overprescribing Detection.

Jianfei Zhang, Ai-Te Kuo, Jianan Zhao, Qianlong Wen, Erin L. Winstanley, Chuxu Zhang, Yanfang Ye

Proceedings of the CIKM '21: The 30th ACM International Conference on Information and Knowledge Management, Virtual Event, Queensland, Australia, November 1, 2021

2020

Survival neural networks for time-to-event prediction in longitudinal study.

Jianfei Zhang, Lifei Chen, Yanfang Ye, Gongde Guo, Rongbo Chen, Alain Vanasse, Shengrui Wang

Knowl. Inf. Syst., 2020

Metagraph Aggregated Heterogeneous Graph Neural Network for Illicit Traded Product Identification in Underground Market.

Yujie Fan, Yanfang Ye, Qian Peng, Jianfei Zhang, Yiming Zhang, Xusheng Xiao, Chuan Shi, Qi Xiong, Fudong Shao, Liang Zhao

Proceedings of the 20th IEEE International Conference on Data Mining, 2020

2019

Feature-weighted survival learning machine for COPD failure prediction.

Jianfei Zhang, Shengrui Wang, Josiane Courteau, Lifei Chen, Gongde Guo, Alain Vanasse

Artif. Intell. Medicine, 2019

Time-Dependent Survival Neural Network for Remaining Useful Life Prediction.

Jianfei Zhang, Shengrui Wang, Lifei Chen, Gongde Guo, Rongbo Chen, Alain Vanasse

Proceedings of the Advances in Knowledge Discovery and Data Mining, 2019

2018

Survival Classification with Two-Tied Labeling of Censored Data.

Aurélien Bach, Jianfei Zhang, Shengrui Wang

Proceedings of the 32nd IEEE International Conference on Advanced Information Networking and Applications, 2018

2017

Multiple Bayesian discriminant functions for high-dimensional massive data classification.

Jianfei Zhang, Shengrui Wang, Lifei Chen, Patrick Gallinari

Data Min. Knowl. Discov., 2017

Sequential Representation of Clinical Data for Full-Fitting Survival Prediction.

Jianfei Zhang, Lifei Chen, Aurélien Bach, Josiane Courteau, Alain Vanasse, Shengrui Wang

Proceedings of the 31st International Conference on Advanced Information Networking and Applications Workshops, 2017

2016

Predicting COPD Failure by Modeling Hazard in Longitudinal Clinical Data.

Jianfei Zhang, Shengrui Wang, Josiane Courteau, Lifei Chen, Aurélien Bach, Alain Vanasse

Proceedings of the IEEE 16th International Conference on Data Mining, 2016

Survival Prediction by an Integrated Learning Criterion on Intermittently Varying Healthcare Data.

Jianfei Zhang, Lifei Chen, Alain Vanasse, Josiane Courteau, Shengrui Wang

Proceedings of the Thirtieth AAAI Conference on Artificial Intelligence, 2016

2013

Projected-prototype based classifier for text categorization.

Jianfei Zhang, Lifei Chen, Gongde Guo

Knowl. Based Syst., 2013