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Mutually trustworthy human-machine knowledge automation and hybrid augmented intelligence: mechanisms and applications of cognition, management, and control for complex systems 期刊论文
FRONTIERS OF INFORMATION TECHNOLOGY & ELECTRONIC ENGINEERING, 2022, 页码: 16
Authors:  Wang, Fei-Yue;  Guo, Jianbo;  Bu, Guangquan;  Zhang, Jun Jason
Favorite  |  View/Download：53/0  |  Submit date：2022/07/25
Complex systems  Human-machine knowledge automation  Parallel systems  Bulk power grid dispatch  Artificial intelligence  Internet of Minds (IoM)  TP11  
Supervised assisted deep reinforcement learning for emergency voltage control of power systems 期刊论文
NEUROCOMPUTING, 2022, 卷号: 475, 页码: 69-79
Authors:  Li, Xiaoshuang;  Wang, Xiao;  Zheng, Xinhu;  Dai, Yuxin;  Yu, Zhihong;  Zhang, Jun Jason;  Bu, Guangquan;  Wang, Fei-Yue
Adobe PDF(2551Kb)  |  Favorite  |  View/Download：81/6  |  Submit date：2022/06/06
Deep reinforcement learning  Behavioral cloning  Dynamic demonstration  Emergency control  
SADRL: Merging human experience with machine intelligence via supervised assisted deep reinforcement learning 期刊论文
NEUROCOMPUTING, 2022, 卷号: 467, 页码: 300-309
Authors:  Li, Xiaoshuang;  Wang, Xiao;  Zheng, Xinhu;  Jin, Junchen;  Huang, Yanhao;  Zhang, Jun Jason;  Wang, Fei-Yue
Adobe PDF(1244Kb)  |  Favorite  |  View/Download：83/12  |  Submit date：2021/12/28
Deep reinforcement learning  Behavioral cloning  Dynamic demonstration  Double DQN  
Pay attention to doctor & ndash;patient dialogues: Multi-modal knowledge graph attention image-text embedding for COVID-19 diagnosis 期刊论文
INFORMATION FUSION, 2021, 卷号: 75, 页码: 168-185
Authors:  Zheng, Wenbo;  Yan, Lan;  Gou, Chao;  Zhang, Zhi-Cheng;  Zhang, Jun Jason;  Hu, Ming;  Wang, Fei-Yue
Favorite  |  View/Download：101/0  |  Submit date：2021/11/02
COVID-19 diagnose  Knowledge attention mechanism  Knowledge-based representation learning  Knowledge embedding  
Guest Editorial Computational Social Systems for COVID-19 Emergency Management and Beyond 期刊论文
IEEE TRANSACTIONS ON COMPUTATIONAL SOCIAL SYSTEMS, 2021, 卷号: 8, 期号: 4, 页码: 928-929
Authors:  Zhang, Jun Jason;  Wang, Fei-Yue;  Yuan, Yong;  Xu, Guandong;  Liu, Huan;  Gao, Wei;  Jameel, Shoaib;  Razzak, Imran;  Eklund, Peter;  Ahmed, Sheraz;  Qin, Rui;  Li, Juanjuan;  Wang, Xiao;  Yang, De-Nian;  Turgut, Damla;  Benslimane, Abderrahim;  Prasad, Neeli;  Chen, Kwang-Cheng
Favorite  |  View/Download：81/0  |  Submit date：2021/11/02
Guest Editorial for Special Issue on Blockchain for Internet-of-Things and Cyber-Physical Systems 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2021, 卷号: 8, 期号: 12, 页码: 1867-1867
Authors:  Mohammad Mehedi Hassan;  Giancarlo Fortino;  Laurence T. Yang;  Hai Jiang;  Kim-Kwang Raymond Choo;  Jun Jason Zhang;  Fei-Yue Wang
Adobe PDF(77Kb)  |  Favorite  |  View/Download：59/17  |  Submit date：2021/09/03
Pedestrian Choice Modeling and Simulation of Staged Evacuation Strategies in Daya Bay Nuclear Power Plant 期刊论文
EEE Transactions on Computational Social Systems, 2020, 卷号: 7, 期号: 3, 页码: 686-695
Authors:  Yang, Linyao;  Wang, Xiao;  Zhang, Jun Jason;  Zhou, Min;  Wang, Fei-Yue
Adobe PDF(2409Kb)  |  Favorite  |  View/Download：28/7  |  Submit date：2022/06/15
Agent-based modeling  exit choice  pedestrian crowd evacuation  random forest (RF)  staged evacuation  
Parallel Building: A Complex System Approach for Smart Building Energy Management 期刊论文
IEEE-CAA JOURNAL OF AUTOMATICA SINICA, 2019, 卷号: 6, 期号: 6, 页码: 1452-1461
Authors:  Almalaq, Abdulaziz;  Hao, Jun;  Zhang, Jun Jason;  Wang, Fei-Yue
Favorite  |  View/Download：132/0  |  Submit date：2020/03/30
ACP theory  artificial intelligence  data acquisition  deep learning (DL)  energy consumption  machine learning  parallel energy prediction  prediction algorithms  smart grid  
Parallel Vehicular Networks: A CPSS-Based Approach via Multimodal Big Data in IoV 期刊论文
IEEE INTERNET OF THINGS JOURNAL, 2019, 卷号: 6, 期号: 1, 页码: 1079-1089
Authors:  Han, Shuangshuang;  Wang, Xiao;  Zhang, Jun Jason;  Cao, Dongpu;  Wang, Fei-Yue
Adobe PDF(1880Kb)  |  Favorite  |  View/Download：208/47  |  Submit date：2019/07/12
Cyber-social-physical system (CPSS)  Internet of Vehicles (IoV)  parallel system  social networks  
Parallel Vehicular Networks: A CPSS-based Approach via Multi-modal Big Data in IoV 期刊论文
IEEE Internet of Things Journal, 2018, 期号: 2, 页码: 1-1
Authors:  Shuangshuang Han;  Xiao Wang;  Jun Jason Zhang;  Dongpu Cao;  Fei-Yue Wang
Adobe PDF(1880Kb)  |  Favorite  |  View/Download：205/54  |  Submit date：2018/10/09
Cpss  Parallel System  Internet Of Vehicles  Social Networks