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

Abstract 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 wi...

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Bibliographic Details
Main Authors: Rashmie Abeysinghe, Licong Cui
Format: Article
Language:English
Published: BMC 2018-07-01
Series:BMC Medical Informatics and Decision Making
Subjects:
Online Access:http://link.springer.com/article/10.1186/s12911-018-0633-7