Title	Performance Analysis of Dates Production in Madinah Region (KSA) Using Ensemble Learning
Author	Mohammad Husain and Mohammad Zubair Khan
Citation	Vol. 19  No. 10  pp. 31-36
Keywords	RF, NB, SVM, AdaBoost, bagging, Dates, Production.

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	The Application of Data Mining Techniques for Financial Risk Management: A classification framework
Author	Tariq Saeed
Citation	Vol. 20  No. 8  pp. 84-93
Keywords	Random Forest, Data Mining, Bagging, Support Vector Machine, Financial Risk, Credit risk

Title	Comparing the Performance of 17 Machine Learning Models in Predicting Human Population Growth of Countries
Author	Mohammad Mahmood Otoom
Citation	Vol. 21  No. 1  pp. 220-225
Keywords	Machine Learning, Population Growth rate, decision tree, random forest, artificial neural network, bagging, boosting.