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    Chapter and Conference Paper

    Fusion of Clinical Data: A Case Study to Predict the Type of Treatment of Bone Fractures

    Clinical data is characterized not only by its constantly increasing volume but also by its diversity. Information collected in clinical information systems such as electronic health records is highly heteroge...

    Anam Haq, Szymon Wilk in New Trends in Databases and Information Systems (2017)

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    Chapter and Conference Paper

    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 algorithm, and changing the ru...

    Jerzy W. Grzymala-Busse, Jerzy Stefanowski in Knowledge-Based Intelligent Information an… (2004)