Fitting a Gaussian mixture model through the Gini index

DOI10.34768/amcs-2021-0033zbMath1504.62082OpenAlexW3201715165MaRDI QIDQ2057972

Martha Lorena Avendaño-Garrido, Adriana Laura López-Lobato

Publication date: 7 December 2021

Published in: International Journal of Applied Mathematics and Computer Science (Search for Journal in Brave)

Full work available at URL: https://sciendo.com/pdf/10.34768/amcs-2021-0033

zbMATH Keywords

clusteringGaussian mixture modelGini index problem

Mathematics Subject Classification ID

Density estimation (62G07) Classification and discrimination; cluster analysis (statistical aspects) (62H30)

Uses Software

• EMD
• PRMLT

Cites Work

• Unnamed Item
• Unnamed Item
• Unnamed Item
• Unnamed Item
• Naive Bayesian classification of structured data
• On the global and componentwise rates of convergence of the EM algorithm
• The earth mover's distance as a metric for image retrieval
• A feasible \(k\)-means kernel trick under non-Euclidean feature space
• On minimum Kantorovich distance estimators
• The Methods of Distances in the Theory of Probability and Statistics

This page was built for publication: Fitting a Gaussian mixture model through the Gini index