Spatio-temporal graph attention networks for traffic prediction

A Decomposition Dynamic graph convolutional recurrent network for traffic forecasting

(2023) Wenchao Weng et al.   PATTERN RECOGNITION

Clothing Sale Forecasting by a Composite GRU–Prophet Model With an Attention Mechanism

(2021) Yuanjiang Li et al.   IEEE Transactions on Industrial Informatics

Meta Graph Transformer: A Novel Framework for Spatial–Temporal Traffic Prediction

(2021) Xue Ye et al.   NEUROCOMPUTING

Learning Dynamics and Heterogeneity of Spatial-Temporal Graph Data for Traffic Forecasting

(2021) Shengnan Guo et al.   IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING

Support Vector Machine for Short-Term Traffic Flow Prediction and Improvement of Its Model Training using Nearest Neighbor Approach

(2020) Trinh Dinh Toan et al.   TRANSPORTATION RESEARCH RECORD

A Comprehensive Survey on Graph Neural Networks

(2020) Zonghan Wu et al.   IEEE Transactions on Neural Networks and Learning Systems

Approach for Short-Term Traffic Flow Prediction Based on Empirical Mode Decomposition and Combination Model Fusion

(2020) Zhongda Tian   IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS

Temporal Multi-Graph Convolutional Network for Traffic Flow Prediction

(2020) Mingqi Lv et al.   IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS

A Spatial–Temporal Attention Approach for Traffic Prediction

(2020) Xiaoming Shi et al.   IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS

TTPNet: A Neural Network for Travel Time Prediction Based on Tensor Decomposition and Graph Embedding

(2020) Yibin Shen et al.   IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING

DeepSTD: Mining Spatio-Temporal Disturbances of Multiple Context Factors for Citywide Traffic Flow Prediction

(2019) Chuanpan Zheng et al.   IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS

T-GCN: A Temporal Graph Convolutional Network for Traffic Prediction

(2019) Ling Zhao et al.   IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS

Real-time road traffic state prediction based on kernel-KNN

(2018) Dongwei Xu et al.   Transportmetrica A-Transport Science

LSTM-based traffic flow prediction with missing data

(2018) Yan Tian et al.   NEUROCOMPUTING

Learning Traffic as Images: A Deep Convolutional Neural Network for Large-Scale Transportation Network Speed Prediction

(2017) Xiaolei Ma et al.   SENSORS

Long short-term memory neural network for traffic speed prediction using remote microwave sensor data

(2015) Xiaolei Ma et al.   TRANSPORTATION RESEARCH PART C-EMERGING TECHNOLOGIES