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  1. Proceedings of the 6th ACM SIGSPATIAL International Workshop on GeoStreaming (IWGS '15)
  2. A New Trajectory Similarity Measure for GPS Data
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Semantics-Aware Warehousing of Symbolic Trajectories
ST-CRF: A Novel Map Matching Approach for Low-frequency Floating Car Data
A New Trajectory Similarity Measure for GPS Data
Component Moving Region Operations: Implementing Set Operations on Region Streams
Vector Map Constrained Path Bundling in 3D Environments
A hybrid approach combining real-time and archived data for mobility analysis
Spatio-temporal join technique for disaster estimation in large-scale natural disaster
MoveSense: spatio-temporal Clustering Technique for Discovering Residence Change in Mobile Phone Data
REGULA: Utilizing the Regularity of Human Mobility for Location Recommendation
A Classification Schema for Fast Disambiguation of Spatial Prepositions
RendezView: Look at Meanings of an Encounter Region over Local Social Flocks

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Constructing Street-Maps from GPS Trajectories ∗

A New Trajectory Similarity Measure for GPS Data

Content Provider ACM Digital Library
Author Ismail, Anas Vigneron, Antoine
Abstract We present a new algorithm for measuring the similarity between trajectories, and in particular between GPS traces. We call this new similarity measure the Merge Distance (MD). Our approach is robust against subsampling and supersampling. We perform experiments to compare this new similarity measure with the two main approaches that have been used so far: Dynamic Time Warping (DTW) and the Euclidean distance.
Starting Page 19
Ending Page 22
Page Count 4
File Format PDF
ISBN 9781450339711
DOI 10.1145/2833165.2833173
Language English
Publisher Association for Computing Machinery (ACM)
Publisher Date 2015-11-03
Publisher Place New York
Access Restriction Subscribed
Subject Keyword Gps trajectories Dtw Trajectory similarity measure
Content Type Text
Resource Type Article
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