Niloufar Kashefi
Sadjad University of Technology
1 Papers
Niloufar Kashefi is an academic researcher from Sadjad University of Technology. The author has contributed to research in topics: Reduction (complexity). The author has an hindex of 1, co-authored 1 publications.
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Papers
Combined weighted multi-objective optimizer for instance reduction in two-class imbalanced data problem
TL;DR: A new instance reduction method is introduced that preserves between-class distributions in the balanced data and handles minority class instance reduction in two-class imbalanced data, efficiently and outperforms state-of-the-art methods in terms of classification accuracy, Gmean, reduction rates, and computational time.
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