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NOMA Assisted Multi-Task Multi-Access Mobile Edge Computing via Deep Reinforcement Learning for Industrial Internet of Things Journal article
IEEE Transactions on Industrial Informatics, 2021,Volume: 17,Issue: 8,Page: 5688-5698
Authors:  Qian, Liping;  Wu, Yuan;  Jiang, Fuli;  Yu, Ningning;  Lu, Weidang;  Lin, Bin
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Deep reinforcement learning  energy consumption optimization  multi-access mobile edge computing  non-orthogonal multiple access  
Deep Reinforcement Learning-Based Dynamic Resource Management for Mobile Edge Computing in Industrial Internet of Things Journal article
IEEE Transactions on Industrial Informatics, 2021,Volume: 17,Issue: 7,Page: 4925-4934
Authors:  Chen, Ying;  Liu, Zhiyong;  Zhang, Yongchao;  Wu, Yuan;  Chen, Xin;  Zhao, Lian
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Deep reinforcement learning (DRL)  dynamic resource management  industrial Internet of things (IIoT)  mobile edge computing (MEC)  
Energy Efficiency Optimization in SWIPT Enabled WSNs for Smart Agriculture Journal article
IEEE Transactions on Industrial Informatics, 2021,Volume: 17,Issue: 6,Page: 4335-4344
Authors:  Lu, Weidang;  Xu, Xiaohan;  Huang, Guoxing;  Li, Bo;  Wu, Yuan;  Zhao, Nan;  Yu, F. Richard
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Power allocation  simultaneous wireless information and power transfer (SWIPT)  smart agriculture  subcarrier allocation  wireless sensor networks (WSNs)  
Fast Algorithm Based on Parallel Computing for Sample Entropy Calculation Journal article
IEEE Access, 2021
Authors:  Dong X.;  Chen C.;  Geng Q.;  Zhang W.;  Zhang X.D.
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Acceleration  Algorithm  Biomedical Monitoring  Entropy  Fast Computation  Graphics Processing Unit  Graphics Processing Units  Kernel  Parallel Computing  Sample Entropy  Standards  Time Series Analysis  
A systematic literature review on intelligent automation: Aligning concepts from theory, practice, and future perspectives Journal article
Advanced Engineering Informatics, 2021,Volume: 47
Authors:  Ng,Kam K.H.;  Chen,Chun Hsien;  Lee,C. K.M.;  Jiao,Jianxin (Roger);  Yang,Zhi Xin
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Adaptive decision making  Artificial intelligence  Innovative robotic process automation  Intelligent automation  
Resource and Trajectory Optimization for Secure Communications in Dual-UAV-MEC Systems Journal article
IEEE Transactions on Industrial Informatics, 2021
Authors:  Lu, Weidang;  Ding, Yu;  Gao, Yuan;  Hu, Su;  Wu, Yuan;  Zhao, Nan;  Gong, Yi
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Delays  Interference  Jamming  MEC  resource optimization  secure transmission  Security  Servers  Task analysis  trajectory optimization  UAV  Unmanned aerial vehicles  
Parallel ensemble learning of convolutional neural networks and local binary patterns for face recognition Journal article
Computer Methods and Programs in Biomedicine, 2020,Volume: 197
Authors:  Jialin Tang;  Qinglang Su;  Binghua Su;  Simon Fong;  Wei Cao;  Xueyuan Gong
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Convolutional Neural Networks (Cnn)  Local Binary Patterns (Lbp)  Ensemble Learning  Face Recognition  
Graph Based Multichannel Feature Fusion for Wrist Pulse Diagnosis Journal article
IEEE Journal of Biomedical and Health Informatics, 2020
Authors:  Zhang,Qi;  Zhou,Jianhang;  Zhang,Bob
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Diabetes  Diseases  Feature Extraction  Feature Extraction  Feature Fusion  Graph Convolutional Networks  Pulse Signal  Scattering  Sensors  Testing  Wrist  Wrist Pulse Diagnosis  
A Novel Wind Speed Interval Prediction Based on Error Prediction Method Journal article
IEEE Transactions on Industrial Informatics, 2020,Volume: 16,Issue: 11,Page: 6806-6815
Authors:  Tang,Geng;  Wu,Yifan;  Li,Chaoshun;  Wong,Pak Kin;  Xiao,Zhihuai;  An,Xueli
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Deep learning  error prediction  gated recurrent unit  interval prediction  wind speed prediction  
Classification of pure conduct disorder from healthy controls based on indices of brain networks during resting state Journal article
Medical and Biological Engineering and Computing, 2020,Volume: 58,Issue: 9,Page: 2071-2082
Authors:  Zhang,Jiang;  Liu,Yuyan;  Luo,Ruisen;  Du,Zhengcong;  Lu,Fengmei;  Yuan,Zhen;  Zhou,Jiansong;  Li,Shasha
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Classification Scheme  Conduct Disorder  Feature Selection  Functional Magnetic Resonance Imaging  Small-world Networks