Abstract | ||
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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 |
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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 Besse | 1 | 19 | 3.09 |
Brendan Guillouet | 2 | 10 | 0.52 |
Jean-Michel Loubes | 3 | 43 | 11.63 |
Francois Royer | 4 | 10 | 0.52 |