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A Bayesian Alternative to Mutual Information for the Hierarchical Clustering of Dependent Random Variables
The use of mutual information as a similarity measure in agglomerative hierarchical clustering (AHC) raises an important issue: some correction needs to be applied for the dimensionality of variables. In this work, we formulate the decision of merging dependent multivariate normal variables in an AH...
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| Publicado no: | PLoS One |
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| Main Authors: | , , |
| Formato: | Artigo |
| Idioma: | Inglês |
| Publicado em: |
Public Library of Science
2015
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| Assuntos: | |
| Acesso em linha: | https://ncbi.nlm.nih.gov/pmc/articles/PMC4583305/ https://ncbi.nlm.nih.gov/pubmed/26406245 https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1371/journal.pone.0137278 |
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