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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 Survey on Deep Learning-based Fine-grained Object Classification and Semantic Segmentation 期刊论文
International Journal of Automation and Computing, 2017, 卷号: 14, 期号: 2, 页码: 119-135
作者:  Bo Zhao;  Jiashi Feng;  Xiao Wu;  Shuicheng Yan
浏览  |  Adobe PDF(5409Kb)  |  收藏  |  浏览/下载：174/38  |  提交时间：2021/02/23
Deep learning  fine-grained image classi¯cation  semantic segmentation  convolutional neural network (CNN)  recurrent neural network (RNN).  
Actuator Fault Monitoring and Fault Tolerant Control in Distillation Columns 期刊论文
International Journal of Automation and Computing, 2017, 卷号: 14, 期号: 1, 页码: 80-92
作者:  Sulaiman Ayobami Lawal;  Jie Zhang
浏览  |  Adobe PDF(13749Kb)  |  收藏  |  浏览/下载：206/46  |  提交时间：2021/02/23
Dynamic principal component analysis  fault detection and diagnosis  distillation column  fault tolerant controller  inferential control.  
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：111/40  |  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：95/41  |  提交时间：2021/02/23
Positive active material  crystal structure  valve regulated lead acid (VRLA) batteries  modelling, estimation and recovery techniques.  
A Domain Knowledge-Assisted Nonlinear Model for Head-Related Transfer Functions Based on Bottleneck Deep Neural Network 会议论文
, Stockholm, Sweden, August 20–24, 2017
作者:  Xiaoke Qi;  Jianhua Tao
收藏  |  浏览/下载：9/0  |  提交时间：2020/10/27
Continuous multimodal emotion prediction based on long short term memory recurrent neural network 会议论文
, Mountain View, CA, USA, 2017.10.23-2017.10.27
作者:  Huang, Jian;  Li, Ya;  Tao, Jianhua;  Lian, Zheng;  Wen, Zhengqi;  Yang, Minghao;  Yi, Jianyan
Adobe PDF(1063Kb)  |  收藏  |  浏览/下载：249/65  |  提交时间：2020/06/20
Towards Neural Machine Translation with Partially Aligned Corpora 会议论文
, Taipei, Taiwan, China, November 27 – December 1, 2017
作者:  Wang,Yining;  Zhao,Yang;  Zhang,Jiajun;  Zong,Chengqing;  Xue,Zhengshan
浏览  |  Adobe PDF(543Kb)  |  收藏  |  浏览/下载：154/41  |  提交时间：2020/06/12
Detecting Face with Densely Connected Face Proposal Network 会议论文
, 中国深圳, 2017-10
作者:  Zhang, Shifeng;  Zhu, Xiangyu;  Lei, Zhen;  Shi, Hailin;  Wang, Xiaobo;  Li, Stan Z.
浏览  |  Adobe PDF(1326Kb)  |  收藏  |  浏览/下载：160/78  |  提交时间：2020/06/08