Model and method for constructing a heterogeneous cluster ensemble

DOI10.1134/S00051179220120086OpenAlexW4327641248MaRDI QIDQ2691540

Vladimir Berikov

Publication date: 29 March 2023

Published in: Automation and Remote Control (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1134/s00051179220120086

zbMATH Keywords

cluster analysisco-association matrixcluster ensemble modelensemble of algorithmsoptimal weights of algorithms

Mathematics Subject Classification ID

Statistics (62-XX)

Uses Software

• Silhouettes

Cites Work

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• Silhouettes: a graphical aid to the interpretation and validation of cluster analysis
• Boosting the margin: a new explanation for the effectiveness of voting methods
• Ensemble clustering based on weighted co-association matrices: error bound and convergence properties
• On the synthesis of classifying algorithms in finite sets of classification algorithms (taxonomy)
• Combining Pattern Classifiers
• Random forests

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