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CASIA OpenIR
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Domain Adaptation by Class Centroid Matching and Local Manifold Self-Learning 期刊论文
IEEE TRANSACTIONS ON IMAGE PROCESSING, 2020, 卷号: 29, 页码: 9703-9718
作者:  Tian, Lei;  Tang, Yongqiang;  Hu, Liangchen;  Ren, Zhida;  Zhang, Wensheng
Adobe PDF(3443Kb)  |  收藏  |  浏览/下载：385/83  |  提交时间：2021/01/06
Domain adaptation  class centroid matching  local manifold self-learning  
A Deep Nonnegative Matrix Factorization Approach via Autoencoder for Nonlinear Fault Detection 期刊论文
IEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS, 2020, 卷号: 16, 期号: 8, 页码: 5042-5052
作者:  Ren, Zelin;  Zhang, Wensheng;  Zhang, Zhizhong
Adobe PDF(2122Kb)  |  收藏  |  浏览/下载：376/63  |  提交时间：2020/07/06
data-driven fault detection  deep autoencoder  nonlinear industrial process  nonnegative matrix factorization (NMF)  
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：291/0  |  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  
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：300/86  |  提交时间：2020/05/08
Ecg Classification  Convolutional Neural Network  Deep Learning  Biomedical Monitoring  
Label distribution learning with climate probability for ensemble forecasting 期刊论文
INTELLIGENT DATA ANALYSIS, 2020, 卷号: 24, 期号: 1, 页码: 69-82
作者:  Yang, Xuebing;  Wu, Yajing;  Zhang, Wensheng;  Tang, Wei
收藏  |  浏览/下载：280/0  |  提交时间：2020/04/07
Ensemble forecasting  label distribution learning  post-processing  domain knowledge  
Mask SSD: An Effective Single-Stage Approach to Object Instance Segmentation 期刊论文
IEEE TRANSACTIONS ON IMAGE PROCESSING, 2020, 卷号: 29, 期号: 1, 页码: 2078-2093
作者:  Zhang, Hui;  Tian, Yonglin;  Wang, Kunfeng;  Zhang, Wensheng;  Wang, Fei-Yue
浏览  |  Adobe PDF(4983Kb)  |  收藏  |  浏览/下载：381/166  |  提交时间：2020/03/30
Object detection  instance segmentation  feedback features  single-shot detector  
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：260/0  |  提交时间：2020/03/30
Sum-product network  Discriminative structure learning  Data stream classification