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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
Favorite |  | TC[WOS]:3 TC[Scopus]:5 | Submit date：2021/09/10
Deep reinforcement learning  energy consumption optimization  multi-access mobile edge computing  non-orthogonal multiple access  
Learning Driven Resource Allocation and SIC Ordering in EH Relay Aided NB-IoT Networks Journal article
IEEE Communications Letters, 2021,Volume: 25,Issue: 8,Page: 2619-2623
Authors:  Qian, Li Ping;  Yang, Chao;  Han, Huimei;  Wu, Yuan;  Meng, Limin
Favorite |  | TC[WOS]:0 TC[Scopus]:0 | Submit date：2021/09/10
deep reinforcement learning  Non-orthogonal multiple access (NOMA)  resource allocation  
Robust Actor-Critic Learning for Continuous-Time Nonlinear Systems with Unmodeled Dynamics Journal article
IEEE Transactions on Fuzzy Systems, 2021
Authors:  Yang,Yongliang;  Gao,Weinan;  Modares,Hamidreza;  Xu,Cheng Zhong
Favorite |  | TC[WOS]:0 TC[Scopus]:4 | Submit date：2021/05/31
Fuzzy Logic  Heuristic Algorithms  Input-to-state Stability  Nonlinear Dynamical Systems  Optimal Control  Optimal Control  Power System Dynamics  Robust Actor-critic Learning  Stability Criteria  Uncertainty  Unmodeled Dynamics  
Operating Reserve Quantification Using Prediction Intervals of Wind Power: An Integrated Probabilistic Forecasting and Decision Model Journal article
IEEE Transactions on Power Systems, 2021
Authors:  Zhao，Changfei;  Wan，Can;  Song，Yonghua
Favorite |  | TC[WOS]:1 TC[Scopus]:0 | Submit date：2021/03/09
Forecasting  machine learning  mixed integer linear programming  Operating reserve  prediction interval  probabilistic forecasting  Probabilistic logic  Stochastic processes  Uncertainty  Upper bound  Wind forecasting  wind power  Wind power generation  
Deep Learning Empowered Traffic Offloading in Intelligent Software Defined Cellular V2X Networks Journal article
IEEE Transactions on Vehicular Technology, 2020,Volume: 69,Issue: 11,Page: 13328-13340
Authors:  Fan,Bo;  He,Zhengbing;  Wu,Yuan;  He,Jia;  Chen,Yanyan;  Jiang,Li
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C-v2x Networks  Deep Learning  Software-defined-networking  Traffic Offloading  
GNNVis: Visualize Large-Scale Data by Learning a Graph Neural Network Representation Conference paper
International Conference on Information and Knowledge Management, Proceedings, Ireland, October 19–23, 2020
Authors:  Yajun Huang;  Jingbin Zhang;  Yiyang Yang;  Zhiguo Gong;  Zhifeng Hao
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Big Data  Graph Neural Networks  High-dimensional Data  Neural Networks  Semi-supervised Learning  Visualization  
Chinese semantic document classification based on strategies of semantic similarity computation and correlation analysis Journal article
Journal of Web Semantics, 2020,Volume: 63
Authors:  Yang，Shuo;  Wei，Ran;  Guo，Jingzhi;  Tan，Hengliang
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Artificial intelligence  Correlation analysis  Semantic document classification  Semantic embedding  Semantic similarity  
Adaptive neural network observer based pid-backstepping terminal sliding mode control for robot manipulators Conference paper
IEEE/ASME International Conference on Advanced Intelligent Mechatronics, AIM
Authors:  Xi，Ruidong;  Yang，Zhixin;  Xiao，Xiao
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Disturbance observer  RBF neural networks  Robot control  State observer  Terminal sliding mode control(TSMC)  
Multi-layer Coordination for High-Performance Energy-Efficient Federated Learning Conference paper
2020 IEEE/ACM 28th International Symposium on Quality of Service, IWQoS 2020
Authors:  Li，Li;  Wang，Jun;  Chen，Xu;  Xu，Cheng Zhong
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Mining massive e-health data streams for IoMT enabled healthcare systems Journal article
Sensors (Switzerland), 2020,Volume: 20,Issue: 7
Authors:  Affan Ahmed Toor;  Muhammad Usman;  Farah Younas;  Alvis Cheuk M. Fong;  Sajid Ali Khan;  Simon Fong
Favorite |  | TC[WOS]:6 TC[Scopus]:7 | Submit date：2021/03/09
Data Stream Mining  Iomt  Concept Drift  Class Imbalance  Machine Learning