A survey on trajectory data management, analytics, and learning
Recent advances in sensor and mobile devices have enabled an unprecedented increase
in the availability and collection of urban trajectory data, thus increasing the demand for …
in the availability and collection of urban trajectory data, thus increasing the demand for …
[HTML][HTML] 4IR Applications in the Transport Industry: Systematic Review of the State of the Art with Respect to Data Collection and Processing Mechanisms
Transportation systems through the ages have seen drastic evolutions in terms of
transportation methods, speed of transport, infrastructure, technology, connectivity, influence …
transportation methods, speed of transport, infrastructure, technology, connectivity, influence …
Privacy and Trust in the Internet of Vehicles
The Internet of Vehicles aims to fundamentally improve transportation by connecting
vehicles, drivers, passengers, and service providers together. Several new services such as …
vehicles, drivers, passengers, and service providers together. Several new services such as …
Exploring individual travel patterns across private car trajectory data
Understanding the travel behavior of private cars will generate promising solutions on
addressing urban problems such as alleviating traffic congestion and improving transport …
addressing urban problems such as alleviating traffic congestion and improving transport …
A deep convolutional neural network based approach for vehicle classification using large-scale GPS trajectory data
Transportation agencies are starting to leverage increasingly-available GPS trajectory data
to support their analyses and decision making. While this type of mobility data adds …
to support their analyses and decision making. While this type of mobility data adds …
Estimating historical hourly traffic volumes via machine learning and vehicle probe data: A Maryland case study
This paper focuses on the problem of estimating historical traffic volumes between sparsely-
located traffic sensors, which transportation agencies need to accurately compute statewide …
located traffic sensors, which transportation agencies need to accurately compute statewide …
[PDF][PDF] Authentication of Vehicles and Road Side Units in Intelligent Transportation System.
Security threats to smart and autonomous vehicles cause potential consequences such as
traffic accidents, economically damaging traffic jams, hijacking, motivating to wrong routes …
traffic accidents, economically damaging traffic jams, hijacking, motivating to wrong routes …
Using big GPS trajectory data analytics for vehicle miles traveled estimation
As location-sensing devices and apps become more prevalent, the scale and availability of
big GPS trajectory data are also rapidly expanding. Big GPS trajectory data analytics offers …
big GPS trajectory data are also rapidly expanding. Big GPS trajectory data analytics offers …
Understanding urban area attractiveness based on private car trajectory data using a deep learning approach
With the fast development of urbanization and motorization, an increasing number of people
choose to buy private cars to fulfill their daily travel needs. In particular, many people from …
choose to buy private cars to fulfill their daily travel needs. In particular, many people from …
A natural-language-based visual query approach of uncertain human trajectories
Visual querying is essential for interactively exploring massive trajectory data. However, the
data uncertainty imposes profound challenges to fulfill advanced analytics requirements. On …
data uncertainty imposes profound challenges to fulfill advanced analytics requirements. On …