Short-term traffic flow prediction is one of the most important issues in the field of intelligent
transportation systems. It plays an important role in traffic information service and traffic …

Short-term traffic flow prediction plays an important role in intelligent transportation system.
Numerous researchers have paid much attention to it in the past decades. However, the …

The real-time performance and accuracy of traffic flow prediction directly affect the efficiency
of traffic flow guidance systems, and traffic flow prediction is a hotspot in the field of …

Traffic flow prediction plays a key role in intelligent transportation systems. However, since
traffic sensors are typically manually controlled, traffic flow data with varying length, irregular …

The existing short-term traffic flow prediction models fail to provide precise prediction results
and consider the impact of different traffic conditions on the prediction results in an actual …

Accurate short-time traffic flow prediction has gained gradually increasing importance for
traffic plan and management with the deployment of intelligent transportation systems (ITSs) …

Accurate traffic flow prediction is becoming increasingly important for transportation
planning, control, management, and information services of successful. Numerous existing …

Short-term traffic speed prediction is a promising research topic in intelligent transportation
systems (ITSs), which also plays an important role in the real-time decision-making of traffic …

Accurate traffic flow information is crucial for an intelligent transportation system
management and deployment. Over the past few years, many existing models have been …

Traffic prediction is based on modeling the complex non-linear spatiotemporal traffic
dynamics in road network. In recent years, Long Short-Term Memory has been applied to …