A new oversampling approach based differential evolution on the safe set for highly imbalanced datasets. - Jiaoni Zhang; Yanying Li; Baoshuang Zhang; Xialin Wang; Huanhuan Gong (Expert Syst. Appl., 2023)

A new filter feature selection algorithm for classification task by ensembling pearson correlation coefficient and mutual information. - Huanhuan Gong; Yanying Li; Jiaoni Zhang; Baoshuang Zhang; Xialin Wang (Eng. Appl. Artif. Intell., 2024)

An oversampling method based on differential evolution and natural neighbors. - Xialin Wang; Yanying Li; Jiaoni Zhang; Baoshuang Zhang; Huanhuan Gong (Appl. Soft Comput., 2024)