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Real time detection and tracking of spatial event clusters

: Andrienko, N.; Andrienko, G.; Fuchs, G.; Rinzivillo, S.; Betz, H.-D.


Appice, A.:
Machine learning and knowledge discovery in databases. European conference, ECML PKDD 2015. Pt.3 : Porto, Portugal, September 7-11, 2015; Proceedings
Cham: Springer International Publishing, 2015 (Lecture Notes in Computer Science 9286)
ISBN: 978-3-319-23460-1 (Print)
ISBN: 978-3-319-23461-8 (Online)
European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML PKDD) <2015, Porto>
Fraunhofer IAIS ()

We demonstrate a system of tools for real-time detection of significant clusters of spatial events and observing their evolution. The tools include an incremental stream clustering algorithm, interactive techniques for controlling its operation, a dynamic map display showing the current situation, and displays for investigating the cluster evolution (time line and space-time cube).