A Note on the Effectiveness of the Least Squares Consensus Clustering

Boris Mirkin () and Andrey Shestakov ()
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Boris Mirkin: National Research University Higher School of Economics
Andrey Shestakov: National Research University Higher School of Economics

A chapter in Clusters, Orders, and Trees: Methods and Applications, 2014, pp 181-185 from Springer

Abstract: Abstract We develop a consensus clustering framework proposed three decades ago in Russia and experimentally demonstrate that our least squares consensus clustering algorithm consistently outperforms several recent consensus clustering methods.

Keywords: Consensus clustering; Ensemble clustering; Least squares (search for similar items in EconPapers)
Date: 2014
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Persistent link: https://EconPapers.repec.org/RePEc:spr:spochp:978-1-4939-0742-7_11

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DOI: 10.1007/978-1-4939-0742-7_11

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