Robust Clustering Method for the Detection of Outliers: Using AIC to Select the Number of Clusters

In [14] we proposed a method to detect outliers in multivariate data basedon clustering and robust estimators. To implement this method in practice it is necessaryto choose a clustering method, a pair of location and scatter estimators, andthe number of clusters, k. After several simulation experime...

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Detalhes bibliográficos
Autor principal: Carla Santos Pereira (author)
Outros Autores: Ana M. Pires (author)
Formato: book
Idioma:eng
Publicado em: 2013
Assuntos:
Texto completo:https://repositorio-aberto.up.pt/handle/10216/65809
País:Portugal
Oai:oai:repositorio-aberto.up.pt:10216/65809