Title	Finding biomarker genes for Type 2 Diabetes Mellitus using chi-2 feature selection method and logistic regression supervised learning algorithm
Author	Hala M Alshamlan
Citation	Vol. 21  No. 2  pp. 9-13
Keywords	single nucleotide polymorphisms (SNP), Type 2 diabetes (T2D), support vector machine (SVM), cross-validation test

Title	A Random Forest-based Approach for Automated Heart Diagnosis from Cardiac Tomography Data
Author	Amerah Alabrah
Citation	Vol. 22  No. 4  pp. 769-777
Keywords	Myocardial perfusion imaging, SPECT tomography images, Random forest algorithm, 10-fold cross-validation technique, machine learning methods.

Title	Machine Learning Based Hybrid Approach to Detect Intrusion in Cyber Communication
Author	Neha Pathak, Bobby Sharma
Citation	Vol. 23  No. 11  pp. 190-194
Keywords	Cyber security, UNSW-NB 15 Dataset, Decision Tree, Gini Index, Information Entropy, Cross-validation, Accuracy, Execution Time.