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Publisher
Conference Record - Asilomar Conference on Signals, Systems and Computers(1)
IEEE Transactions on Signal Processing(1)
PLoS ONE(1)
Bayes clustering operators for known random labeled point processes
Conference ObjectAbstract: There is a widespread belief that clustering is inherently subjective. To quote A. K. Jain, 'As a taPalabras claves:Autores:Brun M., Dalton L.A., Dougherty E.R., Marco E. BenalcázarFuentes:googlescopusAnalytic representation of bayes labeling and bayes clustering operators for random labeled point processes
ArticleAbstract: Clustering algorithms typically group points based on some similarity criterion, but without referenPalabras claves:Bayes classification, Bayesian estimation, Clustering, pattern recognition, small samplesAutores:Brun M., Dalton L.A., Dougherty E.R., Marco E. BenalcázarFuentes:googlescopusOptimal clustering under uncertainty
ArticleAbstract: Classical clustering algorithms typically either lack an underlying probability framework to make thPalabras claves:Autores:Dalton L.A., Dougherty E.R., Marco E. BenalcázarFuentes:googlescopus