Attention based graph Bi-LSTM networks for traffic forecasting

• المؤلفون الرئيسيون: Zhao, Han, Yang, Huan, Wang, Yu, Wang, Danwei, Su, Rong
• مؤلفون آخرون: School of Electrical and Electronic Engineering
• التنسيق: Conference or Workshop Item
• اللغة: English
• منشور في: 2021
• الموضوعات: Engineering; Intelligent Transportation Systems; Traffic Forecasting
• الوصول للمادة أونلاين: https://hdl.handle.net/10356/146155
• المؤسسة: 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...