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Spatio-temporal clustering methods

Published on Nov 15, 20161470 Views

Tracking a person, an animal, or a vehicle generates a vast amount of spatio-temporal data, that has to be processed and analyzed differently from ordinary data generally used in knowledge discover

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Chapter list

Spatio-temporal clustering methods00:10
Motivation00:14
Motivation (2)00:57
Outline01:34
Type of clustering data01:59
Algorithms: A comparison02:47
Density Based Spatial Clustering of Application with Noise - 103:40
Density Based Spatial Clustering of Application with Noise - 204:17
Spatio-Temporal Density Based Spatial Clustering of Application with Noise04:57
Ordering Points to Identify the Clustering Structure05:31
Stops and Moves of Trajectory06:08
Clustering-Based Stops and Moves of Trajectory06:46
Stay Point Detection07:34
Discussion08:19
SMoTvs. CB-SMoTvs. SPD08:48
Conclusion11:31
Thank you for your attention!12:12