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Fares Grina, Zied Elouedi, Eric Lefevre

Public reference bibliography and cataloged PDF materials authored or published by Fares Grina, Zied Elouedi, Eric Lefevre.

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A Preprocessing Approach for Class-Imbalanced Data Using SMOTE and Belief Function Theory

Year: 2020 • Source: hal.science • Listed PDF

Dealing with imbalanced datasets at the preprocessing level is an efficient strategy used by many methods to re-balance the data and improve classification performance. Specifically, SMOTE is a popular oversampling techn...