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Regular version of the site

Book chapter

Applying Anomalous Cluster Approach to Spatial Clustering

P. 147-157.
Nascimento S., Mirkin B.

The concept of anomalous clustering applies to finding individual clusters on a digital geography map supplied with a single feature such as brightness or temperature. An algorithm derived within the individual anomalous cluster framework extends the so-called region growing algorithms. Yet our approach differs in that the algorithm parameter values are not expert-driven but rather derived from the anomalous clustering model. This novel framework successfully applies to the issue of automatically delineating coastal upwelling from Sea Surface Temperature (SST) maps, a natural phenomenon seasonally occurring in coastal waters.

In book

Applying Anomalous Cluster Approach to Spatial Clustering
Iss. 683. Springer International Publishing, 2017.