This repository contains the source code for four oversampling methods to address imbalanced binary data classification that I wrote in MATLAB: 1) SMOTE 2) Borderline SMOTE 3) Safe Level SMOTE 4) ASUWO (Adaptive Semi-Unsupervised Weighted Oversampling)
For more details, please check out my paper at: http://www.sciencedirect.com/science/article/pii/S0957417415007356