A novel approach for software defect prediction using CNN and GRU based on SMOTE Tomek method. - Nasraldeen Alnor Adam Khleel; Károly Nehéz (J. Intell. Inf. Syst., 2023)

Software defect prediction using a bidirectional LSTM network combined with oversampling techniques. - Nasraldeen Alnor Adam Khleel; Károly Nehéz (Clust. Comput., 2024)

Improving accuracy of code smells detection using machine learning with data balancing techniques. - Nasraldeen Alnor Adam Khleel; Károly Nehéz (J. Supercomput., 2024)

Ensemble-Based Machine Learning Algorithms Combined with Near Miss Method for Software Bug Prediction. - Nasraldeen Alnor Adam Khleel; Károly Nehéz; Montaser Fadulalla; Ahmed Hisaen (Int. J. Networked Distributed Comput., 2025)