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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：195/31  |  提交时间：2021/02/23
Deep learning  fine-grained image classification  semantic segmentation  convolutional neural network (CNN)  recurrent neural network (RNN).  
Differential Evolution Based High-order Peak Filter Design with Application to Compensation of Contact-induced Vibration in HDD Servo Systems 期刊论文
International Journal of Automation and Computing, 2017, 卷号: 14, 期号: 1, 页码: 45-56
作者:  Deqing Huang;  Jian-Xin Xu;  Xin Deng;  VenkatakrishnanVenkataramanan;  The CatTuong Huynh
浏览  |  Adobe PDF(1740Kb)  |  收藏  |  浏览/下载：116/40  |  提交时间：2021/02/23
Differential evolution (DE)  contact-induced vibration  peak filter  optimization  sensitivity loop shaping  hard disk drive (HDD).  
An Advanced Prediction Mechanism to Analyse Pore Geometry Shapes and Identification of Blocking Effect in VRLA Battery System 期刊论文
International Journal of Automation and Computing, 2017, 卷号: 14, 期号: 1, 页码: 21-32
作者:  Alessandro Mariani;  Kary Thanapalan1 Peter Stevenson;  Jonathan Williams
浏览  |  Adobe PDF(18338Kb)  |  收藏  |  浏览/下载：101/41  |  提交时间：2021/02/23
Positive active material  crystal structure  valve regulated lead acid (VRLA) batteries  modelling, estimation and recovery techniques.  
Pinning Control and Controllability of Complex Dynamical Networks 期刊论文
International Journal of Automation and Computing, 2017, 卷号: 14, 期号: 1, 页码: 1-9
作者:  Guanrong Chen
浏览  |  Adobe PDF(2696Kb)  |  收藏  |  浏览/下载：140/53  |  提交时间：2021/02/23
Complex network  pinning control  controllability  linear time-invariant (LTI) system  temporally switching network  graph theory.  
Development of a novel robotic dolphin and its application to water quality monitoring 期刊论文
IEEE/ASME Transactions on Mechatronics, 2017, 卷号: 22, 期号: 5, 页码: 2130-2140
作者:  Wu ZX(吴正兴);  Liu JC(刘金存);  Yu JZ(喻俊志);  Fang H(方浩)
浏览  |  Adobe PDF(2887Kb)  |  收藏  |  浏览/下载：317/116  |  提交时间：2018/11/14
Bioinspired  mobile sensing  motion control  robotic dolphin  water quality monitoring  
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：397/113  |  提交时间：2018/10/08
Laser Beam Pointing Control  Model Learning  Piezoelectric Actuator (PEA)  Support Vector Machines (SVMs)  
A terrain-based weighted random forests method for radar quantitative precipitation estimation 期刊论文
METEOROLOGICAL APPLICATIONS, 2017, 卷号: 24, 期号: 3, 页码: 404-414
作者:  Yang, Xuebing;  Kuang, Qiuming;  Zhang, Wensheng;  Zhang, Guoping;  Wensheng Zhang
浏览  |  Adobe PDF(2643Kb)  |  收藏  |  浏览/下载：369/108  |  提交时间：2018/04/03
Radar Qpe  Vpr  Rainfall Estimation  Random Forests  
Radiomics Features of Multiparametric MRI as Novel Prognostic Factors in Advanced Nasopharyngeal Carcinoma 期刊论文
CLINICAL CANCER RESEARCH, 2017, 卷号: 23, 期号: 15, 页码: 4259-4269
作者:  Zhang, Bin;  Tian, Jie;  Dong, Di;  Gu, Dongsheng;  Dong, Yuhao;  Zhang, Lu;  Lian, Zhouyang;  Liu, Jing;  Luo, Xiaoning;  Pei, Shufang;  Mo, Xiaokai;  Huang, Wenhui;  Ouyang, Fusheng;  Guo, Baoliang;  Liang, Long;  Chen, Wenbo;  Liang, Changhong;  Zhang, Shuixing
浏览  |  Adobe PDF(1169Kb)  |  收藏  |  浏览/下载：311/47  |  提交时间：2018/03/03
Advanced Nasopharyngeal Carcinoma  
Comparison of IT Neural Response Statistics with Simulations 期刊论文
FRONTIERS IN COMPUTATIONAL NEUROSCIENCE, 2017, 卷号: 11, 页码: 60
作者:  Dong, Qiulei;  Liu, Bo;  Hu, Zhanyi
Adobe PDF(5423Kb)  |  收藏  |  浏览/下载：211/42  |  提交时间：2018/03/03
Synthetic Neuron Response  Single-neuron Selectivity  Population Sparseness  Response Statistics  
Robust Target Tracking by Online Random Forests and Superpixels 期刊论文
IEEE Transactions on Circuits and Systems for Video Technology, 2017, 期号: 99, 页码: 1 - 1
作者:  Wang, Wei;  Wang, Chunping;  Liu, Si;  Zhang, Tianzhu;  Cao, Xiaochun
浏览  |  Adobe PDF(7365Kb)  |  收藏  |  浏览/下载：378/136  |  提交时间：2018/02/07
Superpixels  Vision Tracking  Online Random Forests  Joint Discriminative Model