'Clustering function' presentation slideshows

Theoretical Foundations of Clustering- Some Progress, Many Challenges

Theoretical Foundations of Clustering- Some Progress, Many Challenges. Shai Ben-David U. of Waterloo Bertinoro, 2007. The Theory-Practice Gap. Clustering is one of the most widely used tool for exploratory data analysis. Social Sciences Biology Astronomy Computer Science

577 views • 57 slides

Clustering III

Clustering III. Lecture outline. Soft (model-based) clustering and EM algorithm Clustering aggregation [A. Gionis, H. Mannila, P. Tsaparas: Clustering aggregation, ICDE 2004] Impossibility theorem for clustering [Jon Kleinberg, An impossibility theorem for clustering, NIPS 2002].

662 views • 38 slides

A UNIQUENESS THEOREM FOR CLUSTERING

460 views • 26 slides