Title
Review and Perspective for Distance-Based Clustering of Vehicle Trajectories.
Abstract
In this paper, we tackle the issue of clustering trajectories of geolocalized observations based on the distance between trajectories. We first provide a comprehensive review of the different distances used in the literature to compare trajectories. Then, based on the limitations of these methods, we introduce a new distance: symmetrized segment-path distance (SSPD). We compare this new distance t...
Year
DOI
Venue
2016
10.1109/TITS.2016.2547641
IEEE Transactions on Intelligent Transportation Systems
Keywords
Field
DocType
Trajectory,Roads,Vehicles,Shape,Clustering methods,Indexes,Measurement
Hierarchical clustering,k-medians clustering,Data mining,Affinity propagation,Simulation,Geolocation,Trajectory clustering,Engineering,Cluster analysis,Python (programming language),Trajectory
Journal
Volume
Issue
ISSN
17
11
1524-9050
Citations 
PageRank 
References 
10
0.52
17
Authors
4
Name
Order
Citations
PageRank
Philippe Besse1193.09
Brendan Guillouet2100.52
Jean-Michel Loubes34311.63
Francois Royer4100.52