A global-local approach to cluster analysis

A global to local philosophy is presented as a methodology for cluster analysis. The global algorithm is presented as an estimator of initial cluster centers, while the local algorithm is presented as a refinement procedure of the global algorithm's estimate. Global-local techniques are discussed and experimental results are presented. This research was sponsored in part by NASA Grant NAS9-12931 and a UWM Graduate School Research Grant.