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Researcher profile

Alberto Fernández

1 paper in the PaperMetrix corpus

Publications

Papers by this author

  1. SMOTE for Learning from Imbalanced Data: Progress and Challenges, Marking the 15-year Anniversary

    2018 · Journal of Artificial Intelligence Research

    The Synthetic Minority Oversampling Technique (SMOTE) preprocessing algorithm is considered "de facto" standard in the framework of learning from imbalanced data. This is due to its simplicity in the design of the procedure, as well …