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Query-constraint-based mining of association rules for exploratory analysis of clinical datasets in the National Sleep Research Resource

BACKGROUND: Association Rule Mining (ARM) has been widely used by biomedical researchers to perform exploratory data analysis and uncover potential relationships among variables in biomedical datasets. However, when biomedical datasets are high-dimensional, performing ARM on such datasets will yield...

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Detalles Bibliográficos
Autores principales: Abeysinghe, Rashmie, Cui, Licong
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2018
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6069291/
https://www.ncbi.nlm.nih.gov/pubmed/30066656
http://dx.doi.org/10.1186/s12911-018-0633-7