Title	Performance Analysis of Software Defects Prediction using Over-Sampling (SMOTE) and Resampling
Author	Mohammad Zubair Khan, Reyadh Alluhaibi
Citation	Vol. 19  No. 11  pp. 202-215
Keywords	SDP, Software Defect Prediction, Oversampling, Resampling, SMOTE, Classifiers, NaiveBase, SVM, AdaBoost, Bagging, RandomForest

Title	SMOTE-GBM: An Improved Classification Model for Early Folding Residues During Protein Folding
Author	Isra Al-Turaiki
Citation	Vol. 20  No. 3  pp. 217-222
Keywords	Early folding residue (EFR), Machine learning, Synthetic minority oversampling technique (SMOTE), Ensemble, Gradient boosted machine (GBM)

Title	Centroid and Nearest Neighbor based Class Imbalance Reduction with Relevant Feature Selection using Ant Colony Optimization for Software Defect Prediction
Author	Kiran Kumar B., Jayadev Gyani, , Bhavani Y., Ganesh Reddy P., Nagasai Anjani Kumar T
Citation	Vol. 22  No. 10  pp. 1-10
Keywords	Ant Colony Optimization; Class imbalance; Feature selection; Oversampling

Title	Prediction Model for Gastric Cancer via Class Balancing Techniques
Author	Danish Jamil, Sellappan Palaniappan, Sanjoy Kumar Debnath, Muhammad Naseem, Susama Bagchi, and Asiah Lokman
Citation	Vol. 23  No. 1  pp. 53-63
Keywords	Gastric Cancer, Imbalance dataset, Synthetic Minority Oversampling Technique, Receiver Operating Characteristics (ROC)