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Overlapping Communication with Computation in Parameter Server for Scalable DL Training Journal article
IEEE Transactions on Parallel and Distributed Systems, 2021,Volume: 32,Issue: 9,Page: 2144-2159
Authors:  Wang,Shaoqi;  Pi,Aidi;  Zhou,Xiaobo;  Wang,Jun;  Xu,Cheng Zhong
Favorite |  | TC[WOS]:0 TC[Scopus]:0 | Submit date:2021/05/31
backward computation  forward computation  gradient communication  parameter communication  Parameter server  
Optimal ADMM-Based Spectrum and Power Allocation for Heterogeneous Small-Cell Networks with Hybrid Energy Supplies Journal article
IEEE Transactions on Mobile Computing, 2021,Volume: 20,Issue: 2,Page: 662-677
Authors:  Qian,Li Ping;  Wu,Yuan;  Ji,Bo;  Shen,Xuemin Sherman
Favorite |  | TC[WOS]:3 TC[Scopus]:3 | Submit date:2021/03/11
energy cost minimization  heterogeneous small-cell networks  hybrid energy supplies  network utility maximization  Resource allocation  
Cost-Effective Compensation Design for Output Customization and Efficiency Optimization in Series/Series-Parallel Inductive Power Transfer Converter Journal article
IEEE Transactions on Industrial Electronics, 2020,Volume: 67,Issue: 12,Page: 10356-10365
Authors:  Huang,Zhicong;  Fang,Zhijian;  Lam,Chi Seng;  Mak,Pui In;  Martins,Rui P.
Favorite |  | TC[WOS]:1 TC[Scopus]:1 | Submit date:2021/03/04
Efficiency optimization  inductive power transfer (IPT)  output customization  series/series-parallel (S/SP) compensation  zero phase angle (ZPA)  
Training Feed-Forward Artificial Neural Networks with a modified artificial bee colony algorithm Journal article
Neurocomputing, 2020,Volume: 416,Page: 69-84
Authors:  Xu,Feiyi;  Pun,Chi Man;  Li,Haolun;  Zhang,Yushu;  Song,Yurong;  Gao,Hao
Favorite |  | TC[WOS]:4 TC[Scopus]:5 | Submit date:2021/03/11
Artificial bee colony  Deep learning  Feed-Forward Artificial Neural Networks  Parameter selection  
Multi-agent Reinforcement Learning for Green Energy Powered IoT Networks with Random Access Conference paper
IEEE Vehicular Technology Conference
Authors:  Han,Mengqi;  Del Castillo,Luis Arocas;  Khairy,Sami;  Chen,Xuehan;  Cai,Lin X.;  Lin,Bin;  Hou,Fen
Favorite |  | TC[WOS]:0 TC[Scopus]:0 | Submit date:2021/03/11
adaptive random access  and energy harvesting  IoT network  multi-agent reinforcement learning  
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
Favorite |  | TC[WOS]:1 TC[Scopus]:1 | Submit date:2021/03/09
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  
Intelligent model selection with updating parameters during staged excavation using optimization method Journal article
Acta Geotechnica, 2020,Volume: 15,Issue: 9,Page: 2473-2491
Authors:  Jin,Yin Fu;  Yin,Zhen Yu;  Zhou,Wan Huan;  Liu,Xianfeng
Favorite |  | TC[WOS]:3 TC[Scopus]:7 | Submit date:2021/03/11
Clay  Constitutive relation  Excavation  Finite element method  Optimization  Parameter identification  
Chance Constrained Extreme Learning Machine for Nonparametric Prediction Intervals of Wind Power Generation Journal article
IEEE TRANSACTIONS ON POWER SYSTEMS, 2020,Volume: 35,Issue: 5,Page: 3869-3884
Authors:  Can Wan;  Changfei Zhao;  Yonghua Song
Favorite |  | TC[WOS]:4 TC[Scopus]:7 | Submit date:2021/05/10
Prediction Interval  Forecasting  Wind Power  Chance Constraint  Extreme Learning Machine  Dc Optimization  
Intelligent energy optimization for advanced IoT analytics edge computing on wireless sensor networks Journal article
International Journal of Distributed Sensor Networks, 2020,Volume: 16,Issue: 7
Authors:  Agbehadji,Israel Edem;  Frimpong,Samuel Ofori;  Millham,Richard C.;  Fong,Simon James;  Jung,Jason J.
Favorite |  | TC[WOS]:1 TC[Scopus]:3 | Submit date:2021/03/09
clustering algorithm  Edge computing  heterogeneous energy environment  Internet of things  Kestrel-based search algorithm  wireless sensor network