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CASIA OpenIR
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A Fast Matching Method Based on Semantic Similarity for Short Texts 会议论文
Natural Language Processing and Chinese Computing, Chongqing, China, 2013-11
作者:  Xu, Jiaming;  Liu, Pengcheng;  Wu, Gaowei;  Sun, Zhengya;  Xu, Bo;  Hao, Hongwei
收藏  |  浏览/下载：43/0  |  提交时间：2020/10/27
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：27/0  |  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：67/0  |  提交时间：2020/10/27
Structural Sparse Learning  L0-norm  Least Square Regression  Feature Selection  Adaptive Greedy Algorithm  
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：271/0  |  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  
Enhancing Knowledge Graph Completion with Positive Unlabeled Learning 会议论文
, Beijing, August 20-24
作者:  Niu, Jinghao;  Sun, Zhengya;  Zhang, Wensheng
浏览  |  Adobe PDF(703Kb)  |  收藏  |  浏览/下载：252/87  |  提交时间：2020/05/08
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
浏览  |  Adobe PDF(2290Kb)  |  收藏  |  浏览/下载：274/82  |  提交时间：2020/05/08
Ecg Classification  Convolutional Neural Network  Deep Learning  Biomedical Monitoring  
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：242/0  |  提交时间：2020/03/30
Sum-product network  Discriminative structure learning  Data stream classification  
Scalable Learning for Structure in Markov Logic Networks 会议论文
, Québec, Canada, Jul. 27-31, 2014
作者:  Zhengya Sun;  Zhuoyu Wei;  Jue Wang;  Hongwei Hao
收藏  |  浏览/下载：200/0  |  提交时间：2018/01/04
Meta-Path based Nonnegative Matrix Factorization for Clustering on Multi-type Relational Data 会议论文
, Killarney, Ireland, Jul. 11-16, 2015
作者:  Yangyang Zhao;  Zhengya Sun;  Changsheng Xu;  Hongwei Hao
Adobe PDF(653Kb)  |  收藏  |  浏览/下载：280/68  |  提交时间：2018/01/04
Seamlessly Integrating Effective Links with Attributes for Networked Data Classification 会议论文
, Ho Chi Minh, Vietnam, May 19-22, 2015
作者:  Yangyang Zhao;  Zhengya Sun;  Changsheng Xu;  Hongwei Hao
浏览  |  Adobe PDF(236Kb)  |  收藏  |  浏览/下载：407/86  |  提交时间：2018/01/04