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Exploring developments of the AI field from the perspective of methods, datasets, and metrics 期刊论文
INFORMATION PROCESSING & MANAGEMENT, 2023, 卷号: 60, 期号: 2, 页码: 21
Authors:  Yao, Rujing;  Ye, Yingchun;  Zhang, Ji;  Li, Shuxiao;  Wu, Ou
Favorite  |  View/Download：17/0  |  Submit date：2023/02/22
AI literature  Named entity recognition  Self-paced learning  Entity-level analysis  
A Novel Sensor Scheduling Algorithm Based on Deep Reinforcement Learning for Bearing-Only Target Tracking in UWSNs 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 4, 页码: 1077-1079
Authors:  Linyao Zheng;  Meiqin Liu;  Senlin Zhang;  Jian Lan
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Data-Driven Fault Compensation Tracking Control for Coupled Wastewater Treatment Process 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 1, 页码: 294-297
Authors:  Peihao Du;  Weimin Zhong;  Xin Peng;  Linlin Li;  Zhi Li
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Data-Driven Learning Extended State Observers for Nonlinear Systems: Design, Analysis and Hardware-in-Loop Simulations 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 1, 页码: 290-293
Authors:  Zhouhua Peng;  Mingao Lv;  Lu Liu;  Dan Wang
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Knowledge-Guided Data-Driven Model With Transfer Concept for Battery Calendar Ageing Trajectory Prediction 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 1, 页码: 272-274
Authors:  Kailong Liu;  Qiao Peng;  Remus Teodorescu;  Aoife M. Foley
Adobe PDF(3468Kb)  |  Favorite  |  View/Download：28/3  |  Submit date：2023/01/03
Impact Analysis of MTD on the Frequency Stability in Smart Grid 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 1, 页码: 275-277
Authors:  Zhenyong Zhang;  Ruilong Deng
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STGSA: A Novel Spatial-Temporal Graph Synchronous Aggregation Model for Traffic Prediction 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 1, 页码: 226-238
Authors:  Zebing Wei;  Hongxia Zhao;  Zhishuai Li;  Xiaojie Bu;  Yuanyuan Chen;  Xiqiao Zhang;  Yisheng Lv;  Fei-Yue Wang
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Deep learning  graph neural network (GNN)  multi-stream  spatial-temporal feature extraction  temporal graph  traffic prediction  
Communication-Aware Formation Control of AUVs With Model Uncertainty and Fading Channel via Integral Reinforcement Learning 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 1, 页码: 159-176
Authors:  Wenqiang Cao;  Jing Yan;  Xian Yang;  Xiaoyuan Luo;  Xinping Guan
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Autonomous underwater vehicles (AUVs)  communication-aware  formation  reinforcement learning  uncertainty  
On Dual-Mode Driving Control Method for a Novel Unmanned Tractor With High Safety and Reliability 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 1, 页码: 254-271
Authors:  Wei Lu;  Jiacheng Li;  Huanhuan Qin;  Lei Shu;  Aiguo Song
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Dual-mode control  safety and reliability  self-driving (SD)  tele-driving (TD)  unmanned tractor  
A Hybrid Ensemble Deep Learning Approach for Early Prediction of Battery Remaining Useful Life 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 1, 页码: 177-187
Authors:  Qing Xu;  Min Wu;  Edwin Khoo;  Zhenghua Chen;  Xiaoli Li
Adobe PDF(6437Kb)  |  Favorite  |  View/Download：21/1  |  Submit date：2023/01/03
Deep learning  early prediction  lithium-ion battery  remaining useful life (RUL)