Attention based graph Bi-LSTM networks for traffic forecasting

• Main Authors: Zhao, Han, Yang, Huan, Wang, Yu, Wang, Danwei, Su, Rong
• Other Authors: School of Electrical and Electronic Engineering
• Format: Conference or Workshop Item
• Language: English
• Published: 2021
• Subjects: Engineering; Intelligent Transportation Systems; Traffic Forecasting
• Online Access: https://hdl.handle.net/10356/146155
• Institution: Nanyang Technological University

Traffic forecasting is of great importance to vehicle routing, traffic signal control and urban planning. However, traffic forecasting task is challenging due to several factors, such as complex spatial topological structure and dynamic changing of traffic status. Most existing methods have limited...