Imbalanced Data Classification: A Novel Re-sampling Approach Combining Versatile Improved SMOTE and Rough Sets

Author:

Borowska Katarzyna,Stepaniuk Jarosław

Publisher

Springer International Publishing

Reference23 articles.

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2. Lecture Notes in Computer Science;S Barua,2011

3. Batista, G.E.A.P.A., Prati, R.C., Monard, M.C.: A study of the behavior of several methods for balancing machine learning training data. SIGKDD Explor. Newsl. 6(1), 20–29 (2004)

4. Advances in Intelligent Systems and Computing;K Borowska,2016

5. Chawla, N.V., Bowyer, K.W., Hall, L.O., Kegelmeyer, W.P.: SMOTE: synthetic minority over-sampling technique. J. Artif. Intell. Res. 16(1), 321–357 (2002)

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