Dissolution and isolation robustness of fixed point clusters
نویسنده
چکیده
The concepts of a dissolution point (which is an adaptation of the breakdown point concept to cluster analysis) and isolation robustness are introduced for general clustering methods, generating possibly overlapping clusterings. Robustness theorems for fixed point clusters (Hennig (2002, 2003, 2005)) are shown.
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Dissolution point and isolation robustness: robustness criteria for general cluster analysis methods
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