Siamese networks with an online reweighted example for imbalanced data learning

SMOTE: Synthetic Minority Over-sampling Technique

Nitesh V. Chawla, Kevin W. Bowyer, Lawrence Hall et al. · Journal of Artificial Intelligence Research · 2002 · 29.6K citations · Full text

Siamese Neural Networks for One-shot Image Recognition

Gregory Koch, Richard S. Zemel, Ruslan Salakhutdinov · 2015 · 3.2K citations

Few-shot Learning, Convolutional Neural Network, Engineering +16

MWMOTE--Majority Weighted Minority Oversampling Technique for Imbalanced Data Set Learning

Sukarna Barua, Md. Monirul Islam, Xin Yao et al. · IEEE Transactions on Knowledge and Data Engineering · 2012 · 1.1K citations

Artificial Intelligence, Imbalanced Learning Problems, Engineering +16

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

Georgios Douzas, Fernando Bação, Felix Last · Information Sciences · 2018 · 1.1K citations · Full text

Heuristic Oversampling Method, Data Classification, Classification Method +9

The impact of class imbalance in classification performance metrics based on the binary confusion matrix

Amalia Luque Sendra, Alejandro Carrasco, Alejandro Manuel Martín-Gómez et al. · Pattern Recognition · 2019 · 1.1K citations · Full text

Imbalance Ratio, Engineering, Machine Learning +20