Now showing items 1-2 of 2

    • A Theoretical Study of Clusterability and Clustering Quality 

      Ackerman, Margareta (University of Waterloo, 2008-01-16)
      Clustering is a widely used technique, with applications ranging from data mining, bioinformatics and image analysis to marketing, psychology, and city planning. Despite the practical importance of clustering, there is ...
    • Towards Theoretical Foundations of Clustering 

      Ackerman, Margareta (University of Waterloo, 2012-07-20)
      Clustering is a central unsupervised learning task with a wide variety of applications. Unlike in supervised learning, different clustering algorithms may yield dramatically different outputs for the same input sets. As ...

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