Clustering - An overview

Posted in Science on August 29, 2008

Clustering - An overview

Clustering, or finding groups in data, is as old as machine learning itself, if not older. However, as more people use clustering in a variety of settings, the last few years we have brought unprecedented developments in this field. This tutorial will survey the most important clustering methods in use today from a unifying perspective. I will then present some of the current paradigms shifts in data clustering.

Author: Marina Meila, Department Of Statistics, University Of Washington

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Tags: Science, Lectures, Computer Science, Clustering, Machine Learning, VideoLectures.Net