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Network-wide traffic signal control optimization using a multi-agent deep reinforcement learning Journal article
Transportation Research Part C: Emerging Technologies, 2021,Volume: 125
Authors:  Li,Zhenning;  Yu,Hao;  Zhang,Guohui;  Dong,Shangjia;  Xu,Cheng Zhong
Favorite |  | TC[WOS]:0 TC[Scopus]:0 | Submit date:2021/05/31
Adaptive traffic signal control  Deep learning  Knowledge sharing  Multi-agent reinforcement learning  Transportation network  
Micro- and Nanostructured Lead Halide Perovskites: From Materials to Integrations and Devices Journal article
Advanced Materials, 2021,Volume: 33,Issue: 6
Authors:  Wang,Kaiyang;  Xing,Guichuan;  Song,Qinghai;  Xiao,Shumin
Favorite |  | TC[WOS]:7 TC[Scopus]:8 | Submit date:2021/03/11
lead halide perovskites  nanofabrication techniques  nanostructures  optical responses  
Latency Optimization for Computation Offloading with Hybrid NOMA-OMA Transmission Journal article
IEEE Internet of Things Journal, 2021
Authors:  Liu,Lina;  Sun,Bo;  Wu,Yuan;  Tsang,Danny H.K.
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Approximation algorithms  Computation offloading  hybrid NOMA-OMA transmission  Internet of Things  Internet of Things (IoT).  latency minimization  Minimization  NOMA  Resource management  Servers  Silicon carbide  
Dynamic swarm class rebalancing for the process mining of rare events Journal article
Journal of Supercomputing, 2021
Authors:  Li,Jinyan;  Wu,Yaoyang;  Fong,Simon;  Wong,Raymond K.;  Chu,Victor W.;  Ong,Kok leong;  Wong,Kelvin K.L.
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Class imbalance  Classification  Meta-heuristic  Over-sampling  Process mining  Under-sampling  
Distributed controller design and performance optimization for discrete-time linear systems Journal article
Optimal Control Applications and Methods, 2021,Volume: 42,Issue: 1,Page: 126-143
Authors:  Viegas,Daniel;  Batista,Pedro;  Oliveira,Paulo;  Silvestre,Carlos
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discrete-time systems  distributed control  optimal control  
Demand response for industrial micro-grid considering photovoltaic power uncertainty and battery operational cost Journal article
IEEE Transactions on Smart Grid, 2021
Authors:  Huang,Chao;  Zhang,Hongcai;  Song,Yonghua;  Wang,Long;  Ahmad,Tanveer;  Luo,Xiong
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Demand response  Forecasting  industrial micro-grid  Manufacturing  mixed integer nonlinear programming.  multi-energy  Optimization  Optimization methods  Probabilistic logic  Production  Uncertainty  
A robust surrogate model of a solid oxide cell based on an adaptive polynomial approximation method Journal article
International Journal of Hydrogen Energy, 2020,Volume: 45,Issue: 58,Page: 32949-32971
Authors:  Yingtian Chi;  Yiwei Qiu;  Jin Lin;  Yonghua Song;  Wenying Li;  Qiang Hu;  Shujun Mu;  Min Liu
Favorite |  | TC[WOS]:0 TC[Scopus]:0 | Submit date:2021/04/29
Solid Oxide Cell  Modeling  Adaptive Polynomial Approximation  Experiments  Data-driven  
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  
Bayesian Rayleigh wave inversion with an unknown number of layers Journal article
Earthquake Engineering and Engineering Vibration, 2020,Volume: 19,Issue: 4,Page: 875-886
Authors:  Yuen,Ka Veng;  Yang,Xiao Hui
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Bayesian model class selection  generalized r/t coefficients algorithm  genetic algorithm  inversion of Rayleigh wave  number of layers  
Multi-view convolutional neural network with leader and long-tail particle swarm optimizer for enhancing heart disease and breast cancer detection Journal article
Neural Computing and Applications, 2020,Volume: 32,Issue: 19,Page: 15469-15488
Authors:  Lan,Kun;  Liu,Liansheng;  Li,Tengyue;  Chen,Yuhao;  Fong,Simon;  Marques,Joao Alexandre Lobo;  Wong,Raymond K.;  Tang,Rui
Favorite |  | TC[WOS]:0 TC[Scopus]:1 | Submit date:2021/03/09
Breast cancer  Convolutional neural network  Heart disease  Leader and long-tail  Parameter optimization  Particle swarm optimization