DDP-GCN: Multi-Graph Convolutional Network for Spatiotemporal Traffic
Forecasting

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DDP-GCN: Multi-Graph Convolutional Network for Spatiotemporal Traffic Forecasting

Transportation Research Part C: Emerging Technologies (TRC), 2019

29 May 2019

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Papers citing "DDP-GCN: Multi-Graph Convolutional Network for Spatiotemporal Traffic Forecasting"

10 / 10 papers shown

Title
A Sparse Cross Attention-based Graph Convolution Network with Auxiliary Information Awareness for Traffic Flow Prediction Lingqiang Chen Qinglin Zhao Guanghui Li Mengchu Zhou Chenglong Dai Yiming Feng GNN 137 0 0 14 Dec 2023
Establishing a real-time traffic alarm in the city of Valencia with Deep Learning Miguel G. Folgado V. Sanz J. Hirn Edgar Lorenzo-Saez Javier Urchueguia HAI 126 0 0 05 Sep 2023
Traffic Prediction using Artificial Intelligence: Review of Recent Advances and Emerging OpportunitiesTransportation Research Part C: Emerging Technologies (TRC), 2022 Maryam Shaygan Collin Meese Wanxin Li Xiaoliang (George) Zhao Mark M. Nejad 243 170 0 31 May 2023
On the importance of stationarity, strong baselines and benchmarks in transport prediction problems Filipe Rodrigues AI4TS 138 3 0 06 Mar 2022
PGCN: Progressive Graph Convolutional Networks for Spatial-Temporal Traffic Forecasting Y. Shin Yoonjin Yoon GNN AI4TS 183 74 0 18 Feb 2022
Structured Time Series Prediction without Structural Prior Darko Drakulic J. Andreoli DiffM AI4TS 130 4 0 07 Feb 2022
Graph Neural Network for Traffic Forecasting: A SurveyExpert systems with applications (ESWA), 2021 Weiwei Jiang Jiayun Luo GNN AI4TS AI4CE 557 1,075 0 27 Jan 2021
Short-term Traffic Prediction with Deep Neural Networks: A SurveyIEEE Access (IEEE Access), 2020 Kyungeun Lee Moonjung Eo Euna Jung Yoonjin Yoon Wonjong Rhee GNN AI4TS 164 66 0 28 Aug 2020
Deep Learning on Traffic Prediction: Methods, Analysis and Future Directions Xueyan Yin Genze Wu Jinze Wei Yanming Shen Heng Qi Baocai Yin AI4TS 268 47 0 18 Apr 2020
Incorporating dynamicity of transportation network with multi-weight traffic graph convolutional network for traffic forecasting Y. Shin Yoonjin Yoon AI4TS 219 64 0 16 Sep 2019