A new preprocessing method reduces the dimensionality of classification models. - Fatima El Barakaz; Omar Boutkhoum; Abdelmajid El Moutaouakkil (BDIoT, 2019)

Minimizing the Overlapping Degree to Improve Class-Imbalanced Learning Under Sparse Feature Selection: Application to Fraud Detection. - Fatima El Barakaz; Omar Boutkhoum; Abdelmajid El Moutaouakkil; Furqan Rustam; Arif Mehmood; Gyu Sang Choi (IEEE Access, 2021)

Racism Detection by Analyzing Differential Opinions Through Sentiment Analysis of Tweets Using Stacked Ensemble GCR-NN Model. - Ernesto Lee; Furqan Rustam; Patrick Bernard Washington; Fatima El Barakaz; Wajdi Aljedaani; Imran Ashraf (IEEE Access, 2022)

Optimization of Imbalanced and Multidimensional Learning Under Bayes Minimum Risk and Savings Measure. - Fatima El Barakaz; Omar Boutkhoum; Mohamed Hanine; Abdelmajid El Moutaouakkil; Furqan Rustam; Sadia Din; Imran Ashraf (Big Data, 2022)