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    Article

    Using a Bayesian belief network model to categorize length of stay for radical prostatectomy patients

    A clinical pathway implements best medical practices and represents sequencing and timing of interventions by clinicians for a particular clinical presentation. We used a Bayesian belief network (BBN) to model...

    Wojtek Michalowski, Szymon Wilk, Anthony Thijssen in Health Care Management Science (2006)

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    A Comparison of Two Approaches to Data Mining from Imbalanced Data

    Our objective is a comparison of two data mining approaches to dealing with imbalanced data sets. The first approach is based on saving the original rule set, induced by the LEM2 (Learning from Example Module)...

    Jerzy W. Grzymala-Busse, Jerzy Stefanowski in Journal of Intelligent Manufacturing (2005)