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A kernel-based approach for detecting outliers of high-dimensional biological data

BACKGROUND: In many cases biomedical data sets contain outliers that make it difficult to achieve reliable knowledge discovery. Data analysis without removing outliers could lead to wrong results and provide misleading information. RESULTS: We propose a new outlier detection method based on Kullback...

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Detalles Bibliográficos
Autores principales: Oh, Jung Hun, Gao, Jean
Formato: Texto
Lenguaje:English
Publicado: BioMed Central 2009
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC2681063/
https://www.ncbi.nlm.nih.gov/pubmed/19426455
http://dx.doi.org/10.1186/1471-2105-10-S4-S7