A novel approach for online car-hailing monitoring using spatiotemporal big data
Car-hailing service has increasingly become popular and fundamentally changed the way
people travel in the era of sharing economy. Although such service brings convenience to …
people travel in the era of sharing economy. Although such service brings convenience to …
Vehicular ad hoc network (VANET) connectivity analysis of a highway toll plaza
S Hussain, D Wu, S Memon, NK Bux - Data, 2019 - mdpi.com
The aim of this paper was to study issues of network connectivity in vehicular ad hoc
networks (VANETs) to avoid traffic congestion at a toll plaza. An analytical model was …
networks (VANETs) to avoid traffic congestion at a toll plaza. An analytical model was …
Data-driven approaches for spatio-temporal analysis: A survey of the state-of-the-arts
With the advancement of telecommunications, sensor networks, crowd sourcing, and remote
sensing technology in present days, there has been a tremendous growth in the volume of …
sensing technology in present days, there has been a tremendous growth in the volume of …
Analysis of road safety speed from floating car data
Abstract Intelligent Transportation Systems aims at improving efficiency and safety of the
transportation system by acting either on vehicle performances or assisting the driver with …
transportation system by acting either on vehicle performances or assisting the driver with …
A two-stage data-driven metaheuristic to predict last-mile delivery route sequences
On delivery operations, vehicle routing problems regularly focus on optimizing route-solution
quality. However, the real-life execution of routes often differs from the computed routing …
quality. However, the real-life execution of routes often differs from the computed routing …
A survey on the computation of representative trajectories
The process of computing a representative trajectory for a set of raw (or even semantically
enriched) trajectories is an attractive solution to minimize several challenges related to …
enriched) trajectories is an attractive solution to minimize several challenges related to …
A bus-oriented mobile FCNs infrastructure and intra-cluster BSM transmission mechanism
L Zeng, J Zhang, Q Han, L Ye, Q He, X Zhang… - IEEE …, 2019 - ieeexplore.ieee.org
With the concept of edge computing being put forward, the edge node should play an
important role in resource allocation and local computation. However, there are two basic …
important role in resource allocation and local computation. However, there are two basic …
Digital twin mobility profiling: A spatio-temporal graph learning approach
With the arrival of the big data era, mobility profiling has become a viable method of utilizing
enormous amounts of mobility data to create an intelligent transportation system. Mobility …
enormous amounts of mobility data to create an intelligent transportation system. Mobility …
An adaptive approach for modelling the movement uncertainty in trajectory data based on the concept of error ellipses
Modelling movement uncertainty is of profound significance in promoting effective trajectory
analysis and mining. However, classic uncertainty models are limited by rigid assumptions …
analysis and mining. However, classic uncertainty models are limited by rigid assumptions …
Trajectory anomaly detection based on similarity analysis
GF Quispe-Torres, G Garcia-Zanabria… - 2021 XLVII Latin …, 2021 - ieeexplore.ieee.org
Automatic trajectory processing has multiple applications, mainly due to the wide availability
of the data. Trajectory data have a significant practical value, making possible the modeling …
of the data. Trajectory data have a significant practical value, making possible the modeling …