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	Cryptanalysis and Improvement of Smart-ID's Clone Detection Mechanism
Author	Augustin P. Sarr
Citation	Vol. 20  No. 1  pp. 37-40
Keywords	Digital Signature, Four?prime RSA, Clone Detection Mechanism, Smart?ID, Undetectable online Dictionary Attack

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	Stacked Support Vector Machine Ensembles for Cross-Culture Emotions Classification
Author	Khurshid Asghar, Mubbashar Sadddique, Inam ul Haq, M. Ahmad Nawaz-ul-Ghani, Ghulam Ali
Citation	Vol. 19  No. 7  pp. 23-30
Keywords	Support Vector Machine Ensemble, facial expression classification, boosted ensemble classifier, universal emotions classification