In the intelligent transportation system (ITS), speed prediction plays a significant role in
supporting vehicle routing and traffic guidance. Recently, a considerable amount of research …

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 …

Road transportation is the largest and complex nonlinear entity of the traffic management
system. Accurate prediction of traffic-related information is necessary for an effective …

In the smart mariculture, the timely and accurate predictions of water quality can help
farmers take countermeasures before the ecological environment deteriorates seriously …

Given the enormous traffic issues, such as congestion and crashes, resulting from the
conflicts between trucks and passenger cars, an accurate and reliable prediction of truck …

In modern transportation systems, an enormous amount of traffic data is generated every
day. This has led to rapid progress in short-term traffic prediction (STTP), in which deep …

Since the cost and time required to finetune parameters in traditional short-term traffic
prediction models such as traffic simulators are very high, the prediction models have been …

Accurately detecting and predicting Lane Change (LC) processes of human-driven vehicles
can help autonomous vehicles better understand their surrounding environment, recognize …

Lane change (LC) is a continuous and complex operation process. Accurately detecting and
predicting LC processes can help traffic participants better understand their surrounding …

Movement analytics and mobility insights play a crucial role in urban planning and
transportation management. The plethora of mobility data sources, such as GPS trajectories …