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An Online Multiview Learning Algorithm for PolSAR Data Real-Time Classification 期刊论文
IEEE JOURNAL OF SELECTED TOPICS IN APPLIED EARTH OBSERVATIONS AND REMOTE SENSING, 2019, 卷号: 12, 期号: 1, 页码: 302-320
Authors:  Nie, Xiangli;  Ding, Shuguang;  Huang, Xiayuan;  Qiao, Hong;  Zhang, Bo;  Jiang, Zhong-Ping
View  |  Adobe PDF(16269Kb)  |  Favorite  |  View/Download:10/0  |  Submit date:2019/07/12
Multiview learning  online classification  passive-aggressive (PA) algorithm  polarimetric synthetic aperture radar (PolSAR)  
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:45/0  |  Submit date:2018/10/10
Human Learning  Manifold Regularization  Online Semi-supervised Learning  Lagrange Dual Problem  
Dynamic Collaborative Tracking 期刊论文
IIEEE Transactions on Neural Networks and Learning Systems, 2018, 期号: 0, 页码: 0
Authors:  Guibo Zhu;  Zhaoxiang Zhang;  Jinqiao Wang;  Yi Wu;  Hanqing Lu
View  |  Adobe PDF(2492Kb)  |  Favorite  |  View/Download:99/44  |  Submit date:2018/10/11
Correlation Filter  Distracter Suppression  Online Learning  Visual Tracking  
Online identifier-actor-critic algorithm for optimal control of nonlinear systems 期刊论文
OPTIMAL CONTROL APPLICATIONS & METHODS, 2017, 卷号: 38, 期号: 3, 页码: 317-335
Authors:  Lin, Hanquan;  Wei, Qinglai;  Liu, Derong
View  |  Adobe PDF(2888Kb)  |  Favorite  |  View/Download:54/14  |  Submit date:2017/07/18
Adaptive Dynamic Programming  Optimal Control  Discrete-time  Nonlinear System  Neural Network  Online Learning  Lyapunov Method  
Learning a Coupled Linearized Method in Online Setting 期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2017, 卷号: 28, 期号: 2, 页码: 438-450
Authors:  Xue, Wei;  Zhang, Wensheng
Favorite  |  View/Download:60/0  |  Submit date:2017/05/05
Alternating Minimization  Convex Optimization  Linearized Operation  Online Learning  Regret Bound  
Large-Scale Online Multitask Learning and Decision Making for Flexible Manufacturing 期刊论文
IEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS, 2016, 卷号: 12, 期号: 6, 页码: 2139-2147
Authors:  Wang, JunPing;  Sun, YunChuan;  Zhang, WenSheng;  Thomas, Ian;  Duan, ShiHui;  Shi, YouKang;  JUNPING WANG
View  |  Adobe PDF(2070Kb)  |  Favorite  |  View/Download:243/54  |  Submit date:2016/10/20
Decision Making  Flexible Manufacturing  Industry 4.0  Online Multitask Coordination Learning  
Online reinforcement learning control by Bayesian inference 期刊论文
IET CONTROL THEORY AND APPLICATIONS, 2016, 卷号: 10, 期号: 12, 页码: 1331-1338
Authors:  Xia, Zhongpu;  Zhao, Dongbin;  Dongbin Zhao
View  |  Adobe PDF(1559Kb)  |  Favorite  |  View/Download:111/41  |  Submit date:2016/06/15
Learning Systems  Bayes Methods  Gaussian Processes  Optimal Control  Online Reinforcement Learning Control  Bayesian Inference  Self-learning Control  Probability  Action Value Function  Gaussian Process  Bayesian-state-action-reward-state-action Algorithm  
Learning from User Feedback for Machine Translation in Real-Time 会议论文
Natural Language Understanding and Intelligent Applications: 5th CCF Conference on Natural Language Processing and Chinese Computing, NLPCC 2016, and 24th International Conference on Computer Processing of Oriental Languages, ICCPOL 2016, Kunming, China, December 2--6, 2016, Proceedings, Kunming, China, 2016-7-30
Authors:  Guoping, Huang;  Jiajun, Zhang;  Yu, Zhou;  Chengqing, Zong;  Chengqing Zong
Adobe PDF(1430Kb)  |  Favorite  |  View/Download:96/24  |  Submit date:2017/06/19
Machine Translation  Online Learning  Random Forests  
Online Multi-Modal Distance Metric Learning with Application to Image Retrieval 期刊论文
IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING, 2016, 卷号: 28, 期号: 2, 页码: 454-467
Authors:  Wu, Pengcheng;  Hoi, Steven C. H.;  Zhao, Peilin;  Miao, Chunyan;  Liu, Zhi-Yong
Favorite  |  View/Download:57/0  |  Submit date:2016/06/14
Content-based Image Retrieval  Multi-modal Retrieval  Distance Metric Learning  Online Learning  
Large Scale Online Kernel Learning 期刊论文
JOURNAL OF MACHINE LEARNING RESEARCH, 2016, 卷号: 17
Authors:  Lu, Jing;  Hoi, Steven C. H.;  Wang, Jialei;  Zhao, Peilin;  Liu, Zhi-Yong
Favorite  |  View/Download:61/0  |  Submit date:2017/02/14
Online Learning  Kernel Approximation  Large Scale Machine Learning