Stability of k-Means Clustering

Author:

Ben-David Shai,Pál Dávid,Simon Hans Ulrich

Publisher

Springer Berlin Heidelberg

Reference11 articles.

1. Extended version of this paper. Availabe at http://www.cs.uwaterloo.ca/~dpal/papers/stability/stability.pdf or at http://www.cs.uwaterloo.ca/~shai/publications/stability.pdf

2. Ben-David, S.: A framework for statistical clustering with a constant time approximation algorithms for k-median clustering. In: Proceedings of the Conference on Computational Learning Theory, pp. 415–426 (2004)

3. Ben-David, S., von Luxburg, U., Pál, D.: A sober look at clustering stability. In: Proceedings of the Conference on Computational Learning Theory, pp. 5–19 (2006)

4. Ben-Hur, A., Elisseeff, A., Guyon, I.: A stability based method for discovering structure in clustered data. Pacific Symposium on Biocomputing 7, 6–17 (2002)

5. Dudoit, S., Fridlyand, J.: A prediction-based resampling method for estimating the number of clusters in a dataset. Genome Biology, 3(7) (2002)

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