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Semi-supervised domain adaptation via Fredholm integral based kernel methods 期刊论文
PATTERN RECOGNITION, 2019, 卷号: 85, 页码: 185-197
Authors:  Wang, Wei;  Wang, Hao;  Zhang, Zhaoxiang;  Zhang, Chen;  Gao, Yang
Favorite  |  View/Download:26/0  |  Submit date:2019/01/08
Domain adaptation  Semi-supervised learning  Multiple kernel learning  Hilbert space embedding of distributions  
Deep learning provides a new computed tomography-based prognostic biomarker for recurrence prediction in high-grade serous ovarian cancer 期刊论文
Radiotherapy and Oncology, 2018, 期号: 132, 页码: 171-177
Authors:  Wang, Shuo;  Liu, Zhenyu;  Rong, Yu;  Zhou, Bin;  Bai, Yan;  Wei, Wei;  Wei, Wei;  Wang, Meiyun;  Guo, Yingkun;  Tian, Jie
View  |  Adobe PDF(1623Kb)  |  Favorite  |  View/Download:17/3  |  Submit date:2019/04/30
Deep Learning  High-grade Serous Ovarian Cancer  Recurrence  Prognosis  Computed Tomography  Artificial Intelligence  Semi-supervised Learning  Auto Encoder  Unsupervised Learning  
A Novel Manifold Regularized Online Semi-supervised Learning Model 期刊论文
COGNITIVE COMPUTATION, 2018, 卷号: 10, 期号: 1, 页码: 49-61
Authors:  Ding, Shuguang;  Xi, Xuanyang;  Liu, Zhiyong;  Qiao, Hong;  Zhang, Bo
Favorite  |  View/Download:29/0  |  Submit date:2018/10/10
Human Learning  Manifold Regularization  Online Semi-supervised Learning  Lagrange Dual Problem  
Fast Supervised Discrete Hashing 期刊论文
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2018, 卷号: 40, 期号: 2, 页码: 490-496
Authors:  Gui, Jie;  Liu, Tongliang;  Sun, Zhenan;  Tao, Dacheng;  Tan, Tieniu
Favorite  |  View/Download:73/0  |  Submit date:2018/03/03
Fast Supervised Discrete Hashing  Supervised Discrete Hashing  Learning-based Hashing  Least Squares Regression  
Multimodal Fusion With Reference: Searching for Joint Neuromarkers of Working Memory Deficits in Schizophrenia 期刊论文
IEEE TRANSACTIONS ON MEDICAL IMAGING, 2018, 卷号: 37, 期号: 1, 页码: 93-105
Authors:  Qi, Shile;  Calhoun, Vince D.;  van Erp, Theo G. M.;  Bustillo, Juan;  Damaraju, Eswar;  Turner, Jessica A.;  Du, Yuhui;  Yang, Jian;  Chen, Jiayu;  Yu, Qingbao;  Mathalon, Daniel H.;  Ford, Judith M.;  Voyvodic, James;  Mueller, Bryon A.;  Belger, Aysenil;  McEwen, Sarah;  Potkin, Steven G.;  Preda, Adrian;  Jiang, Tianzi;  Sui, Jing
Favorite  |  View/Download:53/0  |  Submit date:2018/03/09
Multimodal Fusion With Reference  Mccar  Supervised Learning  Schizophrenia  Working Memory  Ica  Mccb  Cminds  
A Semi-Supervised Method for Surveillance-Based Visual Location Recognition 期刊论文
IEEE TRANSACTIONS ON CYBERNETICS, 2017, 卷号: 47, 期号: 11, 页码: 3719-3732
Authors:  Liu, Pengcheng;  Yang, Peipei;  Wang, Chong;  Huang, Kaiqi;  Tan, Tieniu
View  |  Adobe PDF(5404Kb)  |  Favorite  |  View/Download:115/41  |  Submit date:2016/10/31
Cross-device (C-d) Recognition  Semi-supervised Learning  Visual Localization  
Image Piece Learning for Weakly Supervised Semantic Segmentation 期刊论文
IEEE TRANSACTIONS ON SYSTEMS MAN CYBERNETICS-SYSTEMS, 2017, 卷号: 47, 期号: 4, 页码: 648-659
Authors:  Yi Li;  Yanqing Guo;  Yueying Kao;  Ran He
View  |  Adobe PDF(1522Kb)  |  Favorite  |  View/Download:76/16  |  Submit date:2017/07/18
Conditional Random Field (Crf)  Image Semantic Segmentation  Piece Learning  Weakly Supervised  
A System for Automated Detection of Ampoule Injection Impurities 期刊论文
IEEE TRANSACTIONS ON AUTOMATION SCIENCE AND ENGINEERING, 2017, 卷号: 14, 期号: 2, 页码: 1119-1128
Authors:  Ge, Ji;  Xie, Shaorong;  Wang, Yaonan;  Liu, Jun;  Zhang, Hui;  Zhou, Bowen;  Weng, Falu;  Ru, Changhai;  Zhou, Chao;  Tan, Min;  Sun, Yu
Favorite  |  View/Download:52/0  |  Submit date:2017/07/18
Ampoule Injection Inspection  Automated Ampoule Inspection  Foreign Particles  Impurity Detection  Supervised Learning  
Semi-Supervised Tensor-Based Graph Embedding Learning and Its Application to Visual Discriminant Tracking 期刊论文
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2017, 卷号: 39, 期号: 1, 页码: 172-188
Authors:  Hu, Weiming;  Gao, Jin;  Xing, Junliang;  Zhang, Chao;  Maybank, Stephen;  Weiming Hu
View  |  Adobe PDF(7133Kb)  |  Favorite  |  View/Download:163/48  |  Submit date:2016/04/13
Discriminant Tracking  Tensor Samples  Semi-supervised Learning  Graph Embedding Space  
1D embedding multi-category classification methods 期刊论文
INTERNATIONAL JOURNAL OF WAVELETS MULTIRESOLUTION AND INFORMATION PROCESSING, 2016, 卷号: 14, 期号: 2, 页码: 92-104
Authors:  Li, Luoqing;  Yang, Chuanwu;  Xie, Qiwei;  Luoqing Li
View  |  Adobe PDF(152Kb)  |  Favorite  |  View/Download:62/19  |  Submit date:2016/10/20
Multi-category Classification  1d Embedding  Semi-supervised Learning