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Distributed Density Estimation Based on a Mixture of Factor Analyzers in a Sensor Network

Distributed density estimation in sensor networks has received much attention due to its broad applicability. When encountering high-dimensional observations, a mixture of factor analyzers (MFA) is taken to replace mixture of Gaussians for describing the distributions of observations. In this paper,...

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Detalles Bibliográficos
Autores principales: Wei, Xin, Li, Chunguang, Zhou, Liang, Zhao, Li
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2015
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4570359/
https://www.ncbi.nlm.nih.gov/pubmed/26251903
http://dx.doi.org/10.3390/s150819047