An incremental nested partition method for data clustering

DOI10.1016/j.patcog.2010.01.019zbMath1211.68350OpenAlexW2072898155MaRDI QIDQ969084

Dustin L. Espinosa-Isidrón, Denis R. Álvarez-Nadiozhin, Jyrko Correa-Morris

Publication date: 11 May 2010

Published in: Pattern Recognition (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1016/j.patcog.2010.01.019

zbMATH Keywords

data clusteringincremental clusteringnested partition

Mathematics Subject Classification ID

Pattern recognition, speech recognition (68T10) Data structures (68P05)

Related Items (2)

Fast agglomerative clustering using information of \(k\)-nearest neighbors ⋮ An indication of unification for different clustering approaches

Uses Software

• UCI-ml
• AS 136
• clusfind

Cites Work

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• Algorithm AS 136: A K-Means Clustering Algorithm
• Monte Carlo comparisons of selected clustering procedures
• Structuralization of universes
• Operations research and data mining
• Mixture Densities, Maximum Likelihood and the EM Algorithm
• Finding Groups in Data
• Nested Partitions Method for Global Optimization
• Combining Pattern Classifiers
• The Star Clustering Algorithm for Static and Dynamic Information Organization
• An algorithm for information structuring and retrieval
• Nested partitions method for stochastic optimization

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