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CADN: A weakly supervised learning-based category-aware object detection network for surface defect detection 期刊论文
Pattern Recognition, 2020, 期号: 109, 页码: 1-9
作者:  Jiabin, Zhang;  Hu, Su;  Wei, Zou;  Xinyi, Gong;  Zhengtao, Zhang;  Fei, Shen
Adobe PDF(1838Kb)  |  收藏  |  浏览/下载：207/36  |  提交时间：2021/06/17
Weakly supervised learning  Automated surface inspection  Defect detection  Knowledge distillation  
A Novel Radius Adaptive Based on Center-Optimized Hybrid Detector Generation Algorithm 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2020, 卷号: 7, 期号: 6, 页码: 1627-1637
作者:  Jinyin Chen
Adobe PDF(9351Kb)  |  收藏  |  浏览/下载：118/43  |  提交时间：2021/03/11
Artificial immunity  center optimized  hybrid detect  negative detector  negative selection algorithm (NSA)  radius adaptive  
Variational Inference Based Kernel Dynamic Bayesian Networks for Construction of Prediction Intervals for Industrial Time Series With Incomplete Input 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2020, 卷号: 7, 期号: 5, 页码: 1429-1437
作者:  Long Chen;  Linqing Wang;  Zhongyang Han;  Jun Zhao;  Wei Wang
Adobe PDF(1543Kb)  |  收藏  |  浏览/下载：154/40  |  提交时间：2021/03/11
Industrial time series  kernel dynamic Bayesian networks (KDBN)  prediction intervals (PIs)  variational inference  
Parallel Distance: A New Paradigm of Measurement for Parallel Driving 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2020, 卷号: 7, 期号: 4, 页码: 1169-1178
作者:  Teng Liu;  Hong Wang;  Bin Tian;  Yunfeng Ai;  Long Chen
Adobe PDF(28071Kb)  |  收藏  |  浏览/下载：127/8  |  提交时间：2021/03/11
Artificial and physical system  parallel distance  para-llel driving 3.0  parallel system  rotational and accelerator signal  
AI-Based Modeling and Data-Driven Evaluation for Smart Manufacturing Processes 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2020, 卷号: 7, 期号: 4, 页码: 1026-1037
作者:  Mohammadhossein Ghahramani;  Yan Qiao;  MengChu Zhou;  Adrian O’Hagan;  James Sweeney
Adobe PDF(5292Kb)  |  收藏  |  浏览/下载：156/61  |  提交时间：2021/03/11
Artificial intelligence (AI)  cyber physical systems  feature selection  genetic algorithms (GA)  industrial internet of things (IIOT)  machine learning  neural network (NN)  smart manufacturing  
A Real-Time and Ubiquitous Network Attack Detection Based on Deep Belief Network and Support Vector Machine 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2020, 卷号: 7, 期号: 3, 页码: 790-799
作者:  Hao Zhang;  Yongdan Li;  Zhihan Lv;  Arun Kumar Sangaiah;  Tao Huang
Adobe PDF(3055Kb)  |  收藏  |  浏览/下载：216/51  |  提交时间：2021/03/11
Deep belief network (DBN)  flow calculation  frequent pattern  intrusion detection  sliding window  support vector machine (SVM)  
Learning-Based Switched Reliable Control of Cyber-Physical Systems With Intermittent Communication Faults 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2020, 卷号: 7, 期号: 3, 页码: 711-724
作者:  Xin Huang;  Jiuxiang Dong
浏览  |  Adobe PDF(1958Kb)  |  收藏  |  浏览/下载：191/65  |  提交时间：2021/03/11
Adaptive dynamic programming (ADP)  communication fault  cyber-physical systems (CPSs)  data-driven control  reliable control  
Data-Driven Based Fault Prognosis for Industrial Systems: A Concise Overview 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2020, 卷号: 7, 期号: 2, 页码: 330-345
作者:  Kai Zhong;  Min Han;  Bing Han
浏览  |  Adobe PDF(1354Kb)  |  收藏  |  浏览/下载：135/43  |  提交时间：2021/03/11
Data-driven  fault prognosis  feature extraction  industrial systems  
Big Data Analytics in Telecommunications: Literature Review and Architecture Recommendations 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2020, 卷号: 7, 期号: 1, 页码: 18-38
作者:  Hira Zahid;  Tariq Mahmood;  Ahsan Morshed;  Timos Sellis
浏览  |  Adobe PDF(11375Kb)  |  收藏  |  浏览/下载：174/44  |  提交时间：2021/03/11
Big data analytics  BDA pipeline  BDA technology stack  lambda architecture  python  systematic literature review  telecommunications  
Networked Control Systems: A Survey of Trends and Techniques 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2020, 卷号: 7, 期号: 1, 页码: 1-17
作者:  Xian-Ming Zhang;  Qing-Long Han;  Xiaohua Ge;  Derui Ding;  Lei Ding;  Dong Yue;  Chen Peng
浏览  |  Adobe PDF(2099Kb)  |  收藏  |  浏览/下载：213/39  |  提交时间：2021/03/11
Event-triggered control  networked control systems  quantization control  sampled-data control  security control