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基于自适应动态规划的分布式迭代控制方法研究 学位论文
工学博士, 人工智能学院: 中国科学院大学, 2022
Authors:  李洪阳
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自适应动态规划,最优控制,分布式控制,智能控制,强化学习  
Black swan event small-sample transfer learning (BEST-L) and its case study on electrical power prediction in COVID-19 期刊论文
APPLIED ENERGY, 2022, 卷号: 309, 页码: 10
Authors:  Hu, Chenxi;  Zhang, Jun;  Yuan, Hongxia;  Gao, Tianlu;  Jiang, Huaiguang;  Yan, Jing;  Gao, David Wenzhong;  Wang, Fei-Yue
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Transfer learning  Black swan event  Small-sample learning  COVID-19  Load forecasting  
基于平行学习的多源异构知识协同方法与应用研究 学位论文
, 中国科学院自动化研究所: 中国科学院自动化研究所, 2022
Authors:  杨林瑶
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平行学习  知识协同  知识图谱  图神经网络  表示学习  
Towards Long Lifetime Battery: AI-Based Manufacturing and Management 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2022, 卷号: 9, 期号: 7, 页码: 1139-1165
Authors:  Kailong Liu;  Zhongbao Wei;  Chenghui Zhang;  Yunlong Shang;  Remus Teodorescu;  Qing-Long Han
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Artificial intelligence  battery health management  battery life diagnostic  battery manufacturing  smart battery  
Cyberbullying and Cyberviolence Detection: A Triangular User-Activity-Content View 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2022, 卷号: 9, 期号: 8, 页码: 1384-1405
Authors:  Shuwen Wang;  Xingquan Zhu;  Weiping Ding;  Amir Alipour Yengejeh
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Classification  clustering  cyberbullying  natural language processing  social network  
Complex-Valued Neural Networks: A Comprehensive Survey 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2022, 卷号: 9, 期号: 8, 页码: 1406-1426
Authors:  ChiYan Lee;  Hideyuki Hasegawa;  Shangce Gao
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Complex activation function  complex backpropagation algorithm  complex-valued learning algorithm  complex-valued neural network  deep learning  
A Novel Dynamic Watermarking-Based EKF Detection Method for FDIAs in Smart Grid 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2022, 卷号: 9, 期号: 7, 页码: 1319-1322
Authors:  Xue Li;  Ziyi Wang;  Changda Zhang;  Dajun Du;  Minrui Fei
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Deep Learning Based Attack Detection for Cyber-Physical System Cybersecurity: A Survey 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2022, 卷号: 9, 期号: 3, 页码: 377-391
Authors:  Jun Zhang;  Lei Pan;  Qing-Long Han;  Chao Chen;  Sheng Wen;  Yang Xiang
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Cyber-physical system  cybersecurity  deep learning  intrusion detection  pattern classification  
Disaster Prediction Knowledge Graph Based on Multi-Source Spatio-Temporal Information 期刊论文
Remote Sensing, 2022, 期号: 14, 页码: 1214
Authors:  Ge, Xingtong;  Yang, Yi;  Chen, Jiahui;  Li, Weichao;  Huang, Zhisheng;  Zhang, Wenyue;  Peng, Ling
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disaster prediction knowledge graph  spatio-temporal  disaster dynamic prediction  multi-source data fusion  forest fire risk prediction  geological landslide risk prediction  
Interval Type-2 Fuzzy Hierarchical Adaptive Cruise Following-Control for Intelligent Vehicles 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2022, 卷号: 9, 期号: 9, 页码: 1658-1672
Authors:  Hong Mo;  Yinghui Meng;  Fei-Yue Wang;  Dongrui Wu
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Adaptive cruise following-control (ACFC)  feedforward + fuzzy proportion integration (PI) feedback (F+FPIF)  type-2 fuzzy control  variable time headway