Rough Fuzzy Classification for Class Imbalanced Data

Author:

Mazumder Riaj Uddin,Begum Shahin Ara,Biswas Devajyoti

Publisher

Springer India

Reference22 articles.

1. Duda, R.O., Hart, P.E., Stork, D.G.: Pattern Classification, 2nd edn. Wiley, New York (2001)

2. García, V., Mollineda, R., Sánchez, J.: On the KNN performance in a challenging scenario of imbalance and overlapping. Pattern Anal. App. 11, 269–280 (2008)

3. Chawla, N.V.: Data mining for imbalanced datasets: an overview. In: Data Mining and Knowledge Discovery Handbook, pp. 875–886 (2010)

4. Weiss, G.: Mining with rarity: a unifying framework. SIGKDD Explor. 6(1), 7–19 (2004)

5. Drummond, C., Holte, R.C.: C4.5, class imbalance, and cost sensitivity: why under-sampling beats over-sampling. In: Chawla , N. et al. (eds.) Proceedings of ICML’03, Washington DC, USA (2003)

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