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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:20/0  |  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:13/2  |  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:24/0  |  Submit date:2018/10/10
Human Learning  Manifold Regularization  Online Semi-supervised Learning  Lagrange Dual Problem  
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:110/39  |  Submit date:2016/10/31
Cross-device (C-d) Recognition  Semi-supervised Learning  Visual Localization  
A Semi-Supervised Predictive Sparse Decomposition Based on Task-Driven Dictionary Learning 期刊论文
COGNITIVE COMPUTATION, 2017, 卷号: 9, 期号: 1, 页码: 115-124
Authors:  Lv Le;  Zhao Dongbin;  Deng QingQiong
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Semi-supervised Learning  Predictive Sparse Decomposition  Neural Networks  Dictionary 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:157/45  |  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:60/19  |  Submit date:2016/10/20
Multi-category Classification  1d Embedding  Semi-supervised Learning  
LSSLP - Local structure sensitive label propagation 期刊论文
INFORMATION SCIENCES, 2016, 卷号: 332, 页码: 19-32
Authors:  Zhu, Zhenfeng;  Cheng, Jian;  Zhao, Yao;  Ye, Jieping
Favorite  |  View/Download:53/0  |  Submit date:2016/03/19
Machine Learning  Semi-supervised Learning  Label Propagation  Pattern Classification  Graph Model  
A Novel Manifold Regularized Online Semi-supervised Learning Algorithm 会议论文
NEURAL INFORMATION PROCESSING, ICONIP 2016, PT I, Kyoto, JAPAN, OCT 16-21, 2016
Authors:  Ding, Shuguang;  Xi, Xuanyang;  Liu, Zhiyong;  Qiao, Hong;  Zhang, Bo;  Liu, ZY
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Manifold Regularization  Online Semi-supervised Learning  Lagrange Dual Problem  
Human Age Estimation Based on Locality and Ordinal Information 期刊论文
IEEE TRANSACTIONS ON CYBERNETICS, 2015, 卷号: 45, 期号: 11, 页码: 2522-2534
Authors:  Li, Changsheng;  Liu, Qingshan;  Dong, Weishan;  Zhu, Xiaobin;  Liu, Jing;  Lu, Hanqing
Adobe PDF(1909Kb)  |  Favorite  |  View/Download:60/6  |  Submit date:2016/01/18
Age Estimation  Feature Selection  Local Manifold Structure  Ordinal Pattern  Semi-supervised Learning