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How to Build a Graph-Based Deep Learning Architecture in Traffic Domain: A Survey Journal article
IEEE Transactions on Intelligent Transportation Systems, 2020
Authors:  Ye,Jiexia;  Zhao,Juanjuan;  Ye,Kejiang;  Xu,Chengzhong
Favorite |  | TC[WOS]:0 TC[Scopus]:2 | Submit date:2021/03/09
Accidents  Computer Architecture  Deep Learning  Deep Learning  Gcn  Gnns  Graph  Graph Convolution Network  Graph Neural Networks  Its.  Public Transportation  Roads  Task Analysis  Traffic Domain  Traffic Forecasting  Urban Areas  
ST-MGAT: Spatial-Temporal Multi-Head Graph Attention Networks for Traffic Forecasting Conference paper
Proceedings - International Conference on Tools with Artificial Intelligence, ICTAI
Authors:  Tian,Kelang;  Guo,Jingjie;  Ye,Kejiang;  Xu,Cheng Zhong
Favorite |  | TC[WOS]:0 TC[Scopus]:0 | Submit date:2021/03/09
Graph Convolutional Networks  Spatial-Temporal Model  Traffic Forecasting  
Multi-STGCnet: A Graph Convolution Based Spatial-Temporal Framework for Subway Passenger Flow Forecasting Conference paper
Proceedings of the International Joint Conference on Neural Networks
Authors:  Ye,Jiexia;  Zhao,Juanjuan;  Ye,Kejiang;  Xu,Chengzhong
Favorite |  | TC[WOS]:0 TC[Scopus]:4 | Submit date:2021/03/09
GCN  LSTM  Passenger flow forecasting  Spatial-Temporal Forecasting  
Composite Monte Carlo decision making under high uncertainty of novel coronavirus epidemic using hybridized deep learning and fuzzy rule induction Journal article
Applied Soft Computing, 2020,Volume: 93
Authors:  Simon James Fong;  Gloria Li;  Nilanjan Dey;  Rubén González Crespo;  Enrique Herrera-Viedma
Favorite |  | TC[WOS]:40 TC[Scopus]:69 | Submit date:2021/03/09
Monte Carlo Simulation  Decision Support  Covid-19  2019-ncov  Coronavirus  
A review on renewable energy and electricity requirement forecasting models for smart grid and buildings Journal article
Sustainable Cities and Society, 2020,Volume: 55
Authors:  Ahmad, Tanveer;  Zhang, Hongcai;  Yan, Biao
Favorite |  | TC[WOS]:43 TC[Scopus]:56 | Submit date:2021/09/09
Artificial neural networks  Energy planning  Ensemble models  Forecasting models  Machine learning models  Renewable energy sources