Stability and model selection in k-means clustering

Ohad Shamir; Naftali Tishby

doi:10.1007/s10994-010-5177-8

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Stability and model selection in k-means clustering

Ohad Shamir Naftali Tishby

Year: 2010 Journal: Machine Learning Vol: 80 (2-3)Pages: 213-243 Publisher: Springer Science+Business Media

DOI: 10.1007/s10994-010-5177-8

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Keywords:

Cluster analysis Stability (learning theory) Computer science Selection (genetic algorithm) Correlation clustering Mathematics Data mining Artificial intelligence Machine learning

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Topics

Bayesian Methods and Mixture Models

Physical Sciences → Computer Science → Artificial Intelligence

Statistical Methods and Inference

Physical Sciences → Mathematics → Statistics and Probability

Advanced Clustering Algorithms Research

Physical Sciences → Computer Science → Artificial Intelligence

Stability and model selection in k-means clustering

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Citation History

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