Node ranking in heterogeneous graphs, which quantifies the relative importance of nodes,
can often be improved by incorporating information from relevant paths. Graph database …

Link prediction, determining if a relation exists between two entities, is an essential task in
the analysis of heterogeneous graphs with diverse entities and relations. Despite extensive …

Urban traffic is subject to disruptions that cause extended waiting time and safety issues at
signalized intersections. While numerous studies have addressed the issue of intelligent …

Illegal parking prediction is a crucial problem to help stakeholders with better urban
planning and management. Existing works advance the field by capturing complex traffic …

Trajectory data is a valuable asset for service management and spatio-temporal mining in
transportation and logistics systems. However, due to equipment failure, network delay, and …

With the proliferation of location-aware devices, large amount of trajectories have been
generated when agents such as people, vehicles and goods flow around the urban …