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Multi-level traffic-responsive tilt camera surveillance through predictive correlated online learning Journal article
Li, Tao, Bian, Zilin, Lei, Haozhe, Zuo, Fan, Yang, Ya Ting, Zhu, Quanyan, Li, Zhenning, Ozbay, Kaan. Multi-level traffic-responsive tilt camera surveillance through predictive correlated online learning[J]. TRANSPORTATION RESEARCH PART C-EMERGING TECHNOLOGIES, 2024, 167, 104804.
Authors:  Li, Tao;  Bian, Zilin;  Lei, Haozhe;  Zuo, Fan;  Yang, Ya Ting; et al.
Favorite | TC[WOS]:0 TC[Scopus]:0  IF:7.6/9.6 | Submit date：2024/09/03
Real-time Traffic Surveillance  Online Learning Control  Spatial–temporal Forecasting  Traffic State Estimation  Dynamic Route Planning  
A Multi-Scale Residual Graph Convolution Network with hierarchical attention for predicting traffic flow in urban mobility Journal article
Ling, Jiahao, Lan, Yuanchun, Huang, Xiaohui, Yang, Xiaofei. A Multi-Scale Residual Graph Convolution Network with hierarchical attention for predicting traffic flow in urban mobility[J]. Complex and Intelligent Systems, 2024, 10(3), 3305-3317.
Authors:  Ling, Jiahao;  Lan, Yuanchun;  Huang, Xiaohui;  Yang, Xiaofei
Favorite | TC[WOS]:1 TC[Scopus]:1  IF:5.0/5.2 | Submit date：2024/05/16
Multivariate Time Series  Periodicity  Spatial–temporal  Traffic Forecasting  
How to Build a Graph-Based Deep Learning Architecture in Traffic Domain: A Survey Review article
2020
Authors:  Ye,Jiexia;  Zhao,Juanjuan;  Ye,Kejiang;  Xu,Chengzhong
Favorite | TC[WOS]:150 TC[Scopus]:130  IF:7.9/8.3 | Submit date：2021/03/09
Graph Neural Networks  Gnns  Graph Convolution Network  Gcn  Graph  Deep Learning  Traffic Forecasting  Traffic Domain  Its  
ST-MGAT: Spatial-Temporal Multi-Head Graph Attention Networks for Traffic Forecasting Conference paper
Tian,Kelang, Guo,Jingjie, Ye,Kejiang, Xu,Cheng Zhong. ST-MGAT: Spatial-Temporal Multi-Head Graph Attention Networks for Traffic Forecasting[C], 2020, 714-721.
Authors:  Tian,Kelang;  Guo,Jingjie;  Ye,Kejiang;  Xu,Cheng Zhong
Favorite | TC[WOS]:8 TC[Scopus]:10 | Submit date：2021/03/09
Graph Convolutional Networks  Spatial-temporal Model  Traffic Forecasting