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Traffic prediction using artificial intelligence: Review of recent advances and emerging opportunities
Traffic prediction plays a crucial role in alleviating traffic congestion which represents a
critical problem globally, resulting in negative consequences such as lost hours of additional …
critical problem globally, resulting in negative consequences such as lost hours of additional …
A big data approach to understanding pedestrian route choice preferences: Evidence from San Francisco
Big data from smartphone applications are enabling travel behavior studies at an
unprecedented scale. In this paper, we examine pedestrian route choice preferences in San …
unprecedented scale. In this paper, we examine pedestrian route choice preferences in San …
A survey on map-matching algorithms
The map-matching is an essential preprocessing step for most of the trajectory-based
applications. Although it has been an active topic for more than two decades and, driven by …
applications. Although it has been an active topic for more than two decades and, driven by …
Transport behavior-mining from smartphones: a review
Background Although people and smartphones have become almost inseparable,
especially during travel, smartphones still represent a small fraction of a complex multi …
especially during travel, smartphones still represent a small fraction of a complex multi …
Comparative study and application-oriented classification of vehicular map-matching methods
Vehicular map-matching aims to identify the position of a vehicle in a road-network. Different
map-matching applications make use of different formulations of the problem leading to …
map-matching applications make use of different formulations of the problem leading to …
Network-less trajectory imputation
The ability to collect large numbers of trajectory data through GPS-enabled devices have
enabled a myriad of very important applications that are widely used on a daily basis. This …
enabled a myriad of very important applications that are widely used on a daily basis. This …
Map matching queries on realistic input graphs under the Fréchet distance
Map matching is a common preprocessing step for analysing vehicle trajectories. In the
theory community, the most popular approach for map matching is to compute a path on the …
theory community, the most popular approach for map matching is to compute a path on the …
Online map-matching assisted by object-based classification of driving scenario
H Wu, S Huang, C Fu, S Xu, J Wang… - International Journal of …, 2023 - Taylor & Francis
Different types of roads in complex road networks may run side-by-side or across in 2D or
3D spaces, which causes mismatched segments using existing online map-matching …
3D spaces, which causes mismatched segments using existing online map-matching …
Analyzing public transport in the city of Buenos Aires with MobilityDB
J Godfrid, P Radnic, A Vaisman, E Zimányi - Public transport, 2022 - Springer
Abstract The General Transit Feed Specification (GTFS) is a data format widely used to
share data about public transportation schedules and associated geographic information …
share data about public transportation schedules and associated geographic information …
QARTA: an ML-based system for accurate map services
Maps services are ubiquitous in widely used applications including navigation systems, ride
sharing, and items/food delivery. Though there are plenty of efforts to support such services …
sharing, and items/food delivery. Though there are plenty of efforts to support such services …