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Manifold Regularized Reinforcement Learning 期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2018, 卷号: 29, 期号: 4, 页码: 932-943
Authors:  Li, Hongliang;  Liu, Derong;  Wang, Ding
Favorite  |  View/Download:25/0  |  Submit date:2018/10/10
Adaptive Dynamic Programming  Approximate Dynamic Programming  Approximate Policy Iteration (Api)  Manifold Regularization  Reinforcement Learning (Rl)  
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  
Adaptive total-variation for non-negative matrix factorization on manifold 期刊论文
PATTERN RECOGNITION LETTERS, 2017, 卷号: 98, 页码: 68-74
Authors:  Leng, Chengcai;  Cai, Guorong;  Yu, Dongdong;  Wang, Zongyue
Favorite  |  View/Download:35/0  |  Submit date:2018/03/03
Adaptive Total Variation  Non-negative Matrix Factorization  Manifold Learning  
Manifold Preserving: An Intrinsic Approach for Semisupervised Distance Metric Learning 期刊论文
IEEE Transactions on Neural Networks and Learning Systems, 2017, 卷号: PP, 期号: 99, 页码: 1-12
Authors:  Shihui Ying;  Zhijie Wen;  Jun Shi;  Yaxin Peng;  Jigen Peng;  Hong Qiao
View  |  Adobe PDF(3665Kb)  |  Favorite  |  View/Download:152/87  |  Submit date:2018/01/06
Classification  Distance Metric Learning  Intrinsic Algorithm  Matrix Manifold  Semisupervised Learning.  
Efficient isometric multi-manifold learning based on the self-organizing method 期刊论文
INFORMATION SCIENCES, 2016, 卷号: 345, 页码: 325-339
Authors:  Fan, Mingyu;  Zhang, Xiaoqin;  Qiao, Hong;  Zhang, Bo
Favorite  |  View/Download:62/0  |  Submit date:2016/06/14
Isomap  Nonlinear Dimensionality Reduction  Manifold Learning  Pattern Analysis  Multi-manifold Embedding  
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
View  |  Adobe PDF(217Kb)  |  Favorite  |  View/Download:93/41  |  Submit date:2017/01/13
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  
MTC: A Fast and Robust Graph-Based Transductive Learning Method 期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2015, 卷号: 26, 期号: 9, 页码: 1979-1991
Authors:  Zhang, Yan-Ming;  Huang, Kaizhu;  Geng, Guang-Gang;  Liu, Cheng-Lin
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Graph-based Method  Large-scale Manifold Learning  Semisupervised Learning (Ssl)  Transductive Learning (Tl)  
Dimensionality reduction: An interpretation from manifold regularization perspective 期刊论文
INFORMATION SCIENCES, 2014, 卷号: 277, 页码: 694-714
Authors:  Fan, Mingyu;  Gu, Nannan;  Qiao, Hong;  Zhang, Bo
Favorite  |  View/Download:52/0  |  Submit date:2015/08/12
Dimensionality Reduction  Manifold Regularization  Feature Mapping  Manifold Learning  Out-of-sample Extrapolation  
高光谱影像空间-光谱特征选择与提取方法研究 学位论文
, 中国科学院自动化研究所: 中国科学院大学, 2014
Authors:  张骞
Adobe PDF(23684Kb)  |  Favorite  |  View/Download:140/0  |  Submit date:2015/09/02
高光谱  特征降维  流形学习  稀疏学习  特征选择  特征提取  影像分类  Hyperspectral  Dimension Reduction  Manifold Learning  Sparse Learning  Feature Selection  Feature Extraction  Image Classification