scientific papers

Spatio-temporal Clustering Methods

November 8, 2016

by Jožef Stefan Institute, Ljubljana, Slovenia

The tracking of a person, animal or vehicle generates a vast amount of spatio-temporal data, that have to be processed and analysed in a specific way. This paper presents existing spatio-temporal clustering algorithms, suitable for such data, and compares their running time and noise sensitivity, the quality of the results, and the ability to discover clusters according to the non-spatial, spatial and temporal values of the objects.