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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:30/0  |  Submit date:2018/10/10
Human Learning  Manifold Regularization  Online Semi-supervised Learning  Lagrange Dual Problem  
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  
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
View  |  Adobe PDF(998Kb)  |  Favorite  |  View/Download:107/49  |  Submit date:2017/05/08
Semi-supervised Learning  Predictive Sparse Decomposition  Neural Networks  Dictionary Learning  
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  
Video-Based Vehicle Detection Approach with Data-Driven Adaptive Neuro-Fuzzy Networks 期刊论文
INTERNATIONAL JOURNAL OF PATTERN RECOGNITION AND ARTIFICIAL INTELLIGENCE, 2015, 卷号: 29, 期号: 7, 页码: 1555015 (32 pages)
Authors:  Wang, Kunfeng;  Yao, Yanjie;  Wang, Kunfeng(王坤峰)
View  |  Adobe PDF(2943Kb)  |  Favorite  |  View/Download:52/2  |  Submit date:2016/03/30
Vehicle Detection  Virtual Loop  Neuro-fuzzy Network  Combined Classifier  Semi-supervised Learning  
Full-range adaptive cruise control based on supervised adaptive dynamic programming 期刊论文
NEUROCOMPUTING, 2014, 卷号: 125, 页码: 57-67
Authors:  Zhao, Dongbin;  Hu, Zhaohui;  Xia, Zhongpu;  Alippi, Cesare;  Zhu, Yuanheng;  Wang, Ding
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Adaptive Dynamic Programming  Supervised Reinforcement Learning  Neural Networks  Adaptive Cruise Control  Stop And Go  
A supervised Actor-Critic approach for adaptive cruise control 期刊论文
SOFT COMPUTING, 2013, 卷号: 17, 期号: 11, 页码: 2089-2099
Authors:  Zhao, Dongbin;  Wang, Bin;  Liu, Derong
Favorite  |  View/Download:29/0  |  Submit date:2015/08/12
Supervised Reinforcement Learning  Actor-critic  Adaptive Cruise Control  Uniformly Ultimate Bounded  Neural Networks  
Gabor face recognition by multi-channel classifier fusion of supervised kernel manifold learning 期刊论文
NEUROCOMPUTING, 2012, 卷号: 97, 页码: 398-404
Authors:  Zhao, Zeng-Shun;  Zhang, Li;  Zhao, Meng;  Hou, Zeng-Guang;  Zhang, Chang-Shui
Favorite  |  View/Download:36/0  |  Submit date:2015/08/12
Face Recognition  Supervised Kernel Manifold Learning  Classifier Fusion  Gabor Wavelet  
Sparse regularization for semi-supervised classification 期刊论文
PATTERN RECOGNITION, 2011, 卷号: 44, 期号: 8, 页码: 1777-1784
Authors:  Fan, Mingyu;  Gu, Nannan;  Qiao, Hong;  Zhang, Bo
Favorite  |  View/Download:34/0  |  Submit date:2015/08/12
Regularization Theory  Semi-supervised Learning  Regularized Least Square Classification  Dimensionality Reduction  
A closed-form reduction of multi-class cost-sensitive learning to weighted multi-class learning 期刊论文
PATTERN RECOGNITION, 2009, 卷号: 42, 期号: 7, 页码: 1572-1581
Authors:  Xia, Fen;  Yang, Yan-wu;  Zhou, Liang;  Li, Fuxin;  Cai, Min;  Zeng, Daniel D.
Favorite  |  View/Download:36/0  |  Submit date:2015/08/12
Cost-sensitive Learning  Supervised Learning  Statistical Learning Theory  Classification