Unsupervised Topographic Learning for Spatiotemporal Data Mining

Figure 1

Example of a sequence of the different stages of the clustering algorithm.

(a) Database

(b) Sets of connected prototypes

(c) Density modes detection

(d) Subgroups associated to each mode

(e) Merging of irrelevant subgroups: final clusters

(f) Data clustering from prototypes clustering