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Why and When Can Deep-but Not Shallow-networks Avoid the Curse of Dimensionality: A Review 期刊论文
International Journal of Automation and Computing, 2017, 卷号: 14, 期号: 5, 页码: 503-519
作者:  Tomaso Poggio;  Hrushikesh Mhaskar;  Lorenzo Rosasco;  Brando Miranda;  Qianli Liao
浏览  |  Adobe PDF(1711Kb)  |  收藏  |  浏览/下载：189/29  |  提交时间：2021/02/23
Deep learning  fine-grained image classification  semantic segmentation  convolutional neural network (CNN)  recurrent neural network (RNN).  
Event-based Control and Filtering of Networked Systems: A Survey 期刊论文
International Journal of Automation and Computing, 2017, 卷号: 14, 期号: 3, 页码: 239-253
作者:  Lei Zou;  Zi-Dong Wang;  Dong-Hua Zhou
浏览  |  Adobe PDF(3631Kb)  |  收藏  |  浏览/下载：170/37  |  提交时间：2021/02/23
Event-triggered transmission  networked systems  event-based control  event-based filtering  event-triggered distributed state estimation  distributed control with event-based protocol.  
A cascaded method for text detection in natural scene images 期刊论文
Neurocomputing, 2017, 卷号: 238, 期号: 238, 页码: 307-315
作者:  Yang, Zheng;  Qing, Li;  Jie, Liu;  Heping, Liu;  Gen, Li;  Shuwu, Zhang
浏览  |  Adobe PDF(2826Kb)  |  收藏  |  浏览/下载：244/65  |  提交时间：2019/10/09
Extremal Regions  Recursive Local Search  Text Line Entropy  Convolutional Neural Network  
Laser Beam Pointing Control With Piezoelectric Actuator Model Learning 期刊论文
IEEE TRANSACTIONS ON SYSTEMS, MAN, AND CYBERNETICS: SYSTEMS, 2017, 卷号: 50, 期号: 1, 页码: 1-11
作者:  Fangbo Qin;  Zhang Dapeng(张大朋);  Dengpeng Xing;  De Xu;  Jianquan Li
浏览  |  Adobe PDF(2437Kb)  |  收藏  |  浏览/下载：388/110  |  提交时间：2018/10/08
Laser Beam Pointing Control  Model Learning  Piezoelectric Actuator (PEA)  Support Vector Machines (SVMs)  
Residential energy scheduling for variable weather solar energy based on adaptive dynamic programming 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2017, 卷号: 5, 期号: 1, 页码: 36-46
作者:  Liu DR(刘德荣);  Xu YC(徐延才);  Wei QL(魏庆来);  Xinliang Liu
浏览  |  Adobe PDF(2171Kb)  |  收藏  |  浏览/下载：604/205  |  提交时间：2018/01/18
Action Dependent Heuristic Dynamic Programming  Adaptive Dynamic Programming  Control Strategy  Residential Energy Management  Smart Grid  
Inter and intra-hemispheric structural imaging markers predict depression relapse after electroconvulsive therapy: a multisite study 期刊论文
TRANSLATIONAL PSYCHIATRY, 2017, 卷号: 7, 期号: 12, 页码: 1270
作者:  Wade, Benjamin S. C.;  Sui, Jing;  Hellemann, Gerhard;  Leaver, Amber M.;  Espinoza, Randall T.;  Woods, Roger P.;  Abbott, Christopher C.;  Joshi, Shantanu H.;  Narr, Katherine L.
浏览  |  Adobe PDF(783Kb)  |  收藏  |  浏览/下载：406/75  |  提交时间：2018/01/08
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Levenberg-Marquardt Backpropagation Training of Multilayer Neural Networks for State Estimation of A Safety Critical Cyber-Physical System 期刊论文
IEEE Transactions on Industrial Informatics, 2017, 卷号: PP, 期号: 99, 页码: 1-11
作者:  C. Lv;  Yang Xing;  Junzhi Zhang;  Xiaoxiang Na;  Yutong Li;  Teng Liu;  Dongpu Cao;  Fei-Yue Wang
浏览  |  Adobe PDF(1079Kb)  |  收藏  |  浏览/下载：331/118  |  提交时间：2018/01/08
— Cyber-physical System  Safety Critical System  Artificial Neural Networks  Lmbp  Brake Pressure Estimation  Electric Vehicle.  
分布参数系统的平行控制: 从基于模型的控制到数据驱动的智能控制 期刊论文
指挥与控制学报, 2017, 卷号: 3, 期号: 3, 页码: 177-185
作者:  刘志杰;  欧阳云呈;  宋宇骅;  贺威;  王飞跃
浏览  |  Adobe PDF(3720Kb)  |  收藏  |  浏览/下载：272/58  |  提交时间：2018/01/07
平行控制  分布参数系统  人工系统  数据驱动  
Coupled Multivehicle Detection and Classification With Prior Objectness Measure. IEEE Trans. Vehicular Technology 66(3): 1975-1984, 2017. 期刊论文
IEEE Trans. Vehicular Technology, 2017, 卷号: 66, 期号: 3, 页码: 1975-1984
作者:  Yanjie Yao;  Bin Tian;  Fei-Yue Wang
浏览  |  Adobe PDF(1309Kb)  |  收藏  |  浏览/下载：234/38  |  提交时间：2018/01/04
Convolutional Neural Network (Cnn)  Multivehicle Detection  Object Proposals  Vehicle Classification  
Personality-based refinement for sentiment classification in microblog 期刊论文
KNOWLEDGE-BASED SYSTEMS, 2017, 卷号: 132, 期号: 132, 页码: 204-214
作者:  Lin, Junjie;  Mao, Wenji;  Zeng, Daniel D.
浏览  |  Adobe PDF(965Kb)  |  收藏  |  浏览/下载：543/234  |  提交时间：2018/01/04
Sentiment Classification  Social Media Analytics  Personality Prediction  Big Five Model