Title	Feature Selection in Machine Learning Models for Road Accident Severity
Author	Isra Al-Turaiki
Citation	Vol. 20  No. 3  pp. 77-82
Keywords	Machine learning, Road, Traffic, Accidents, Severity, Classification Models, Ensemble

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	Dimensionality Reduction of RNA-Seq Data
Author	Isra Al-Turaiki
Citation	Vol. 21  No. 3  pp. 31-36
Keywords	Principal Component Analysis (PCA), Singular Value Decomposition (SVD), Self-Organizing Maps (SOM), RNA-Seq, Dimensionality Reduction