Traffic prediction plays an essential role in intelligent transportation system. Accurate traffic
prediction can assist route planing, guide vehicle dispatching, and mitigate traffic …

The increase of road traffic in large cities during the last years has produced that long and
short-term traffic flow forecasting is a critical need for the authorities. The availability of good …

With the rapid development of the fifthgeneration wireless communication systems, a
profound revolution in terms of transmission capacity, energy efficiency, reliability, latency …

Traffic volume propagating from upstream road link to downstream road link is the key
parameter for designing intersection signal timing scheme. Recent works successfully used …

Human mobility prediction is a core functionality in many location-based services and
applications. However, due to the sparsity of mobility data, it is not an easy task to predict …

As an important task for the management of bike sharing systems, accurate forecast of travel
demand could facilitate dispatch and relocation of bicycles to improve user satisfaction. In …

Urban traffic flow prediction has received much attention in the past few years, especially
after the availability of huge traffic data. In addition, the efficacy of some existing traffic flow …

The prediction of urban crowds is crucial not only to traffic management but also to studies
on the city-level social phenomena, such as energy consumption, urban growth, city …

Since high-quality real data acquired from selected road sections are not always available, a
traffic control solution can use data from software traffic simulators working offline. The …

As a vital research subject in the field of intelligent transportation systems (ITSs), traffic flow
prediction using deep learning methods has attracted much attention in recent years …