Diversified Random Forests Using Random Subspaces. - Khaled Fawagreh; Mohamed Medhat Gaber; Eyad Elyan (IDEAL, 2014)

CLUB-DRF: A Clustering Approach to Extreme Pruning of Random Forests. - Khaled Fawagreh; Mohamed Medhat Gaber; Eyad Elyan (SGAI Conf., 2015)

A Replicator Dynamics Approach to Collective Feature Engineering in Random Forests. - Khaled Fawagreh; Mohamed Medhat Gaber; Eyad Elyan (SGAI Conf., 2015)

On Extreme Pruning of Random Forest Ensembles for Real-time Predictive Applications. - Khaled Fawagreh; Mohamed Medhat Gaber; Eyad Elyan (CoRR, 2015)

An Outlier Detection-based Tree Selection Approach to Extreme Pruning of Random Forests. - Khaled Fawagreh; Mohamed Medhat Gaber; Eyad Elyan (CoRR, 2015)

An Outlier Ranking Tree Selection Approach to Extreme Pruning of Random Forests. - Khaled Fawagreh; Mohamed Medhat Gaber; Eyad Elyan (EANN, 2016)

On pruning and feature engineering in Random Forests. - Khaled Fawagreh (2016)

eGAP: An Evolutionary Game Theoretic Approach to Random Forest Pruning. - Khaled Fawagreh; Mohamed Medhat Gaber (Big Data Cogn. Comput., 2020)

Resource-efficient fast prediction in healthcare data analytics: A pruned Random Forest regression approach. - Khaled Fawagreh; Mohamed Medhat Gaber (Computing, 2020)

Machine Learning in Higher Education: Students' Performance Assessment Considering Online Activity Logs. - Ghazanfar Latif; Sherif Elmeligy Abdelhamid; Khaled Fawagreh; Ghassen Ben Brahim; Jaafar M. Alghazo (IEEE Access, 2023)