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Remaining Useful Life Prediction With Partial Sensor Malfunctions Using Deep Adversarial Networks 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 1, 页码: 121-134
作者:  Xiang Li;  Yixiao Xu;  Naipeng Li;  Bin Yang;  Yaguo Lei
Adobe PDF(2608Kb)  |  收藏  |  浏览/下载：157/46  |  提交时间：2023/01/03
Adversarial training  data fusion  deep learning  remaining useful life (RUL) prediction  sensor malfunction  
Multi-Modal Domain Adaptation Variational Autoencoder for EEG-Based Emotion Recognition 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2022, 卷号: 9, 期号: 9, 页码: 1612-1626
作者:  Yixin Wang;  Shuang Qiu;  Dan Li;  Changde Du;  Bao-Liang Lu;  Huiguang He
Adobe PDF(1908Kb)  |  收藏  |  浏览/下载：234/52  |  提交时间：2022/08/19
Cycle-consistency  domain adaptation  electroencephalograph (EEG)  multi modality  variational autoencoder  
Knowledge Mining: A Cross-disciplinary Survey 期刊论文
Machine Intelligence Research, 2022, 卷号: 19, 页码: 89-114
作者:  Yong Rui, Vicente Ivan Sanchez Carmona, Mohsen Pourvali, Yun Xing, Wei-Wen Yi, Hui-Bin Ruan, Yu Zhang
Adobe PDF(1635Kb)  |  收藏  |  浏览/下载：180/21  |  提交时间：2022/03/29
Knowledge mining  knowledge extraction  information extraction  association rule  interpretability  
Digital Twin for Human-Robot Interactive Welding and Welder Behavior Analysis 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2021, 卷号: 8, 期号: 2, 页码: 334-343
作者:  Qiyue Wang;  Wenhua Jiao;  Peng Wang;  YuMing Zhang
Adobe PDF(29574Kb)  |  收藏  |  浏览/下载：120/25  |  提交时间：2021/04/09
Digital twin (DT)  human-robot interaction (HRI)  machine learning  virtual reality (VR)  welder behavior analysis  
Hybrid Approach to Document Anomaly Detection: An Application to Facilitate RPA in Title Insurance 期刊论文
International Journal of Automation and Computing, 2021, 卷号: 18, 期号: 1, 页码: 55-72
作者:  Abhijit Guha;  Debabrata Samanta
浏览  |  Adobe PDF(1485Kb)  |  收藏  |  浏览/下载：179/52  |  提交时间：2021/02/23
Anomaly detection  title insurance  autoencoder  one-class support vector machine (OSVM)  term frequency – inverse document frequency (TF-IDF)  robotic process automation  dimensionality reduction  
Amplitude spectrum trend-based feature for excitation location classification from snore sounds 期刊论文
PHYSIOLOGICAL MEASUREMENT, 2020, 卷号: 41, 期号: 8, 页码: 13
作者:  Sun, Jingpeng;  Hu, Xiyuan;  Chen, Chen;  Peng, Silong;  Ma, Yan
Adobe PDF(1259Kb)  |  收藏  |  浏览/下载：291/55  |  提交时间：2021/01/07
amplitude trend  signal decomposition  null space pursuit  snore classification  OSA  
Research progress of parallel control and management 期刊论文
IEEE-CAA JOURNAL OF AUTOMATICA SINICA, 2020, 卷号: 7, 期号: 2, 页码: 355-367
作者:  Xiong, Gang;  Dong, Xisong;  Lu, Hao;  Shen, Dayong
浏览  |  Adobe PDF(12496Kb)  |  收藏  |  浏览/下载：268/51  |  提交时间：2020/06/02
ACP methodology  artificial systems  computational experiments  parallel control  parallel management  parallel systems  
Spectral-spatial Classification of Hyperspectral Images Using Signal Subspace Identification and Edge-preserving Filter 期刊论文
International Journal of Automation and Computing, 2020, 卷号: 17, 期号: 2, 页码: 222-232
作者:  Negin Alborzi;  Fereshteh Poorahangaryan;  Homayoun Beheshti
浏览  |  Adobe PDF(1128Kb)  |  收藏  |  浏览/下载：141/46  |  提交时间：2021/02/22
Hyperspectral image  remote sensing  the hyperspectral signal subspace identification (HYSIME)  edge-preserving filter  classification  support vector machine.  
Adversarial Attacks and Defenses in Images, Graphs and Text: A Review 期刊论文
International Journal of Automation and Computing, 2020, 卷号: 17, 期号: 2, 页码: 151-178
作者:  Han Xu;  Yao Ma;  Hao-Chen Liu;  Debayan Deb;  Hui Liu;  Ji-Liang Tang;  Anil K. Jain
浏览  |  Adobe PDF(2155Kb)  |  收藏  |  浏览/下载：193/56  |  提交时间：2021/02/22
Adversarial example  model safety  robustness  defenses  deep learning.  
Automatic Classification of Cardiac Arrhythmias Based on Hybrid Features and Decision Tree Algorithm 期刊论文
International Journal of Automation and Computing, 2020, 卷号: 17, 期号: 4, 页码: 551-561
作者:  Santanu Sahoo;  Asit Subudhi;  Manasa Dash;  Sukanta Sabut
浏览  |  Adobe PDF(1105Kb)  |  收藏  |  浏览/下载：107/34  |  提交时间：2021/02/22
Electrocardiogram (ECG)  cardiac arrhythmias  empirical mode decomposition (EMD)  variational mode decomposition (VMD)  hybrid features  decision tree classifier.