Kernel-estimated Nonparametric Overlap-Based Syncytial Clustering

24 May 2018Israel Almodóvar-RiveraRanjan Maitra

Commonly-used clustering algorithms usually find ellipsoidal, spherical or other regular-structured clusters, but are more challenged when the underlying groups lack formal structure or definition. Syncytial clustering is the name that we introduce for methods that merge groups obtained from standard clustering algorithms in order to reveal complex group structure in the data... (read more)

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