Shared mobility has emerged as a sustainable alternative to both private transportation and
traditional public transport, promising to reduce the number of private vehicles on roads …

Transportation is the key to a city's prosperity, however, there is possibility that the
development and expansion of city make the transportation system complicated, uncertain …

Vehicle trajectory data is critical for traffic management and location-based services.
However, the released trajectories raise serious privacy concerns because they contain …

Transportation demand forecasting is a topic of large practical value. However, the model
that fits the demand of one transportation by only considering the historical data of its own …

Accurate prediction of private car flows in urban regions is strategically vital for constructing
smart cities. Private car flows are essentially reflected in the arrive-stay-leave (ASL) …

Online ride-hailing services have become an important component of urban transportation in
recent years. As a fundamental research problem for such services, the timely prediction of …

In recent years, ride-hailing services have been increasingly prevalent, as they provide huge
convenience for passengers. As a fundamental problem, the timely prediction of passenger …

In spatial-temporal data analysis, location data and its evolution through time are
investigated with the goal of uncovering important information to provide novel insights …

This paper proposes an integrated dispatching framework for matching drivers with riders in
ride-hailing systems. The goal is to compute matching solutions that maximize social welfare …

In this work, a novel decision assistant system for urban transportation, called Route
Scheme Assistant (RSA), is proposed to address two crucial issues that few former …