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CASIA OpenIR
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Inter-Patient ECG Classification With Symbolic Representations and Multi-Perspective 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
作者:  Niu, Jinghao;  Tang, Yongqiang;  Sun, Zhengya;  Zhang, Wensheng
收藏  |  浏览/下载：224/0  |  提交时间：2020/06/22
Heart beat  Electrocardiography  Heart rate variability  Deep learning  Feature extraction  Task analysis  Informatics  ECG classification  biomedical monitoring  convolutional neural network  deep learning  
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
作者:  Sun, Zhengya;  Liu, Cheng-Lin;  Niu, Jinghao;  Zhang, Wensheng
收藏  |  浏览/下载：211/0  |  提交时间：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
作者:  Niu, Jinghao;  Tang, Yongqiang;  Sun, Zhengya;  Zhang, Wensheng
Adobe PDF(2290Kb)  |  收藏  |  浏览/下载：251/78  |  提交时间：2020/05/08
Ecg Classification  Convolutional Neural Network  Deep Learning  Biomedical Monitoring  
Enhancing Knowledge Graph Completion with Positive Unlabeled Learning 会议论文
, Beijing, August 20-24
作者:  Niu, Jinghao;  Sun, Zhengya;  Zhang, Wensheng
Adobe PDF(703Kb)  |  收藏  |  浏览/下载：228/81  |  提交时间：2020/05/08
Hierarchical Multilabel Classification with Optimal Path Prediction 会议论文
NEURAL PROCESSING LETTERS
作者:  Sun, Zhengya;  Zhao, Yangyang;  Cao, Dong;  Hao, Hongwei
收藏  |  浏览/下载：248/0  |  提交时间：2017/05/05
Hierarchical Classification  Multilabel Classification  Network Flow Optimization  
Structural Feature-based Event Clustering for Short Text Streams 会议论文
, Cancun Mexico, Dec. 04-08, 2016
作者:  Zhengya Sun;  Jiuqi Han;  Hongwei Hao
收藏  |  浏览/下载：162/0  |  提交时间：2018/01/04
Meta-Path based Nonnegative Matrix Factorization for clustering on multi-type relational data 会议论文
Proceedings of the 2015 International Joint Conference on Neural Networks (IJCNN 2015), Killarney, Ireland, July 12-17, 2015
作者:  Zhao,Yangyang;  Sun,Zhengya;  Xu,Changsheng;  Hao,Hongwei
Adobe PDF(653Kb)  |  收藏  |  浏览/下载：333/110  |  提交时间：2016/07/14
Multi-type Relational Data Clustering  Collective Nonnegative Matrix Factorization  
Selecting feature subset with sparsity and low redundancy for unsupervised learning 期刊论文
Knowledge-Based Systems, 2015, 卷号: 86, 页码: 210 - 223
作者:  Han, Jiuqi;  Sun, Zhengya;  Hao, Hongwei
收藏  |  浏览/下载：25/0  |  提交时间：2020/10/27
Unsupervised Feature Selection  Nonnegative Spectral Analysis  Sparsity And Low Redundancy  
l0-norm based structural sparse least square regression for feature selection 期刊论文
Pattern Recognition, 2015, 卷号: 48, 期号: 12, 页码: 3927 - 3940
作者:  Han, Jiuqi;  Sun, Zhengya;  Hao, Hongwei
收藏  |  浏览/下载：51/0  |  提交时间：2020/10/27
Structural Sparse Learning  L0-norm  Least Square Regression  Feature Selection  Adaptive Greedy Algorithm  
Seamlessly Integrating Effective Links with Attributes for Networked Data Classification 会议论文
Advances in Knowledge Discovery and Data Mining, Ho Chi Minh City, Vietnam, May 19, 2015 - May 22, 2015
作者:  Zhao,Yangyang;  Sun,Zhengya;  Xu,Changsheng;  Hao,Hongwei
浏览  |  Adobe PDF(236Kb)  |  收藏  |  浏览/下载：290/65  |  提交时间：2016/07/14
Networked Data Classification  Heterogeneous Information Fusion  Collective Matrix Factorization