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Spatio-Temporal Patterns of GPS Trajectories Using Association Rule Mining
(2016-05-13)
The availability of location-tracking devices such as GPS, Cellular Networks and other devices provides the facility to log a person or device locations automatically. This creates spatio-temporal datasets of user's movement ...
Techniques for Spatio-temporal Analysis of Trajectory Data
(2016-09-09)
The goal of this thesis is to develop novel techniques for the analysis of spatio-temporal trajectory data. Recent advances in tracking devices such as Global Positioning System (GPS) and mobile phones have resulted in an ...
On The Influence of Spatio-Temporal Analysis on Clustering and Recommendation
(2017-12-04)
In this dissertation, we propose efficient frameworks to analyze spatio-temporal data. In the first part of the dissertation, we use a clustering based method to mine useful information from trajectory data. Existing ...