The purpose of this paper is to provide a summary of a quick overview of the latest
developments and unprecedented opportunities for scholars who want to set foot in the field …

Accurate short-term traffic forecasts help people choose transportation and travel time.
Through the query data, many models for traffic flow prediction have neglected the temporal …

Traffic flow prediction with high accuracy is definitely considered as one of most important
parts in the Intelligent Transportation Systems. As interfering by some external factors, the …

Data play an indispensable role in transport modelling. The availability of data from non-
conventional sources, such as mobile phones, social media, and public transport smart …

The effect of aggressive driving behavior on driver's injury severity is analyzed by
considering a comprehensive set of variables at highway‐rail grade crossings in the US. In …

The problem that passengers are hard to take taxis while empty driving rate is high widely
exists under the traditional taxi operation mode. The implementation of taxi carpooling mode …

How to identify critical nodes in metro networks is still an open and vital topic in complex
networks, which has been a key issue in analyzing the structural organization of a network …

Large volumes of mobility data is collected in various application domains. Enterprise
applications are designed on the notion of centralised data control where the proprietary of …

This study presents a model system for trip destination prediction with multi-day GPS data.
The pre-trip destination prediction model and the during-trip destination prediction model …

Lane changing behavior generally expresses uncertainty due to the impact of environmental
factors, and unreasonable lane changes can cause serious collisions. High precision …