VGAN-BL: imbalanced data classification based on generative adversarial network and biased loss

SMOTE: Synthetic Minority Over-sampling Technique

Nitesh V. Chawla, Kevin W. Bowyer, Lawrence Hall et al. · Journal of Artificial Intelligence Research · 2002 · 31.2K citations · Full text

Computing, Computer Science, Data Science +12

UNSW-NB15: a comprehensive data set for network intrusion detection systems (UNSW-NB15 network data set)

Nour Moustafa, Jill Slay · 2015 · 3.6K citations

Computing, Computer Science, Cybersecurity +11

Improving imbalanced learning through a heuristic oversampling method based on k-means and SMOTE

Georgios Douzas, Fernando Bação, Felix Last · Information Sciences · 2018 · 1.2K citations · Full text

Computing, Data Science, Data Mining +11

SMOTE–IPF: Addressing the noisy and borderline examples problem in imbalanced classification by a re-sampling method with filtering

José A. Sáez, Julián Luengo, Jerzy Stefanowski et al. · Information Sciences · 2014 · 619 citations

Computing, Computer Science, Machine Learning +16

A novel ensemble method for classifying imbalanced data

Zhongbin Sun, Qinbao Song, Xiaoyan Zhu et al. · Pattern Recognition · 2014 · 417 citations

Computing, Computer Science, Data Science +12