Degeneracy on K-means clustering

DOI10.1016/J.ENDM.2012.10.003zbMath1268.68148OpenAlexW2097169387MaRDI QIDQ2840745

Abdulrahman Alguwaizani

Publication date: 23 July 2013

Published in: Electronic Notes in Discrete Mathematics (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1016/j.endm.2012.10.003

zbMATH Keywords

clusteringdegeneracy\(K\)-means heuristic

Mathematics Subject Classification ID

Problem solving in the context of artificial intelligence (heuristics, search strategies, etc.) (68T20)

Uses Software

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• UCI-ml
• clusfind

Cites Work

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• NP-hardness of Euclidean sum-of-squares clustering
• Degeneracy in the multi-source Weber problem
• Numerical methods for fuzzy clustering
• Finding Groups in Data
• J-MEANS: A new local search heuristic for minimum sum of squares clustering

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