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Fast Outlier Detection Using a Grid-Based Algorithm

As one of data mining techniques, outlier detection aims to discover outlying observations that deviate substantially from the reminder of the data. Recently, the Local Outlier Factor (LOF) algorithm has been successfully applied to outlier detection. However, due to the computational complexity of...

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Detalles Bibliográficos
Autores principales: Lee, Jihwan, Cho, Nam-Wook
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2016
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5104428/
https://www.ncbi.nlm.nih.gov/pubmed/27832163
http://dx.doi.org/10.1371/journal.pone.0165972