A robust loss function for classification with imbalanced datasets

An introduction to ROC analysis

Tom Fawcett · Pattern Recognition Letters · 2005 · 21.3K citations

Computing, Biostatistics, Computer Science +5

The class imbalance problem: A systematic study1

Nathalie Japkowicz, Shaju Stephen · Intelligent Data Analysis · 2002 · 3.3K citations

Computing, Computer Science, Data Mining +8

Addressing the Curse of Imbalanced Training Sets: One-Sided Selection.

Miroslav Kubát, Stan Matwin · 1997 · 2.2K citations

Computing, Computer Science, Data Mining +12

Correntropy: Properties and Applications in Non-Gaussian Signal Processing

Weifeng Liu, Puskal P. Pokharel, José C. Prı́ncipe · IEEE Transactions on Signal Processing · 2007 · 1.7K citations

Natural Sciences, Mathematics, Probability Theory +8

Proceedings 2001 IEEE International Conference on Data Mining

2001 · 768 citations

Computing, Computer Engineering, Computer Science +16