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Discriminative structure learning of sum-product networks for data stream classification 期刊论文
NEURAL NETWORKS, 2020, 卷号: 123, 页码: 163-175
Authors:  Sun, Zhengya;  Liu, Cheng-Lin;  Niu, Jinghao;  Zhang, Wensheng
Favorite  |  View/Download:12/0  |  Submit date:2020/03/30
Sum-product network  Discriminative structure learning  Data stream classification  
InterPatient ECG Classification with Symbolic Representations and MultiPerspective Convolutional Neural Networks 期刊论文
IEEE Journal of Biomedical and Health Informatics, 2020, 卷号: 24, 期号: 5, 页码: 1321-1332
Authors:  Jinghao Niu;  Yongqiang Tang;  Zhengya Sun;  Wensheng Zhang
Favorite  |  View/Download:8/0  |  Submit date:2020/05/08
Ecg Classification  Convolutional Neural Network  Deep Learning  Biomedical Monitoring  
Improving short-text representation in convolutional networks by dependency parsing 期刊论文
KNOWLEDGE AND INFORMATION SYSTEMS, 2019, 卷号: 61, 期号: 1, 页码: 463-484
Authors:  Zhang, Siheng;  Zhang, Wensheng;  Niu, Jinghao
Favorite  |  View/Download:25/0  |  Submit date:2019/12/16
Convolutional neural network  Dependency parsing  Question answering system  Question classification  Semantic equivalence  
Multi-task Character-Level Attentional Networks for Medical Concept Normalization 期刊论文
NEURAL PROCESSING LETTERS, 2019, 卷号: 49, 期号: 3, 页码: 1239-1256
Authors:  Niu, Jinghao;  Yang, Yehui;  Zhang, Siheng;  Sun, Zhengya;  Zhang, Wensheng
Favorite  |  View/Download:22/0  |  Submit date:2019/12/16
Convolutional neural network  Multi-task learning  Medical concept normalization  
面向患者的智能医生框架研究 期刊论文
计算机科学与探索, 2018, 卷号: 012, 期号: 009, 页码: 1475
Authors:  谢刚;  吴高巍;  任俊宏;  张似衡;  牛景昊;  张文生
Favorite  |  View/Download:4/0  |  Submit date:2020/03/30
Enhancing Knowledge Graph Completion with Positive Unlabeled Learning 会议论文
, Beijing, August 20-24
Authors:  Jinghao Niu;  Zhengya Sun;  Wensheng Zhang
Favorite  |  View/Download:4/0  |  Submit date:2020/05/08