Khaled Fawagreh

Publication Activity (10 Years)

Years Active: 2014-2023
Publications (10 Years): 4

Top Topics

Random Subspace

Regression Forests

Decision Tree Ensembles

Top Venues

Robert Gordon University, Aberdeen, UK (PHD)

Education History

Robert Gordon University, Aberdeen, UK

PHD

Publications

Ghazanfar Latif, Sherif Elmeligy Abdelhamid, Khaled Fawagreh, Ghassen Ben Brahim, Jaafar M. Alghazo
Machine Learning in Higher Education: Students' Performance Assessment Considering Online Activity Logs. IEEE Access 11 (2023)
Khaled Fawagreh, Mohamed Medhat Gaber
Resource-efficient fast prediction in healthcare data analytics: A pruned Random Forest regression approach. Computing 102 (5) (2020)
Khaled Fawagreh, Mohamed Medhat Gaber
eGAP: An Evolutionary Game Theoretic Approach to Random Forest Pruning. Big Data Cogn. Comput. 4 (4) (2020)
Khaled Fawagreh, Mohamed Medhat Gaber, Eyad Elyan
An Outlier Ranking Tree Selection Approach to Extreme Pruning of Random Forests. EANN (2016)
Khaled Fawagreh, Mohamed Medhat Gaber, Eyad Elyan
CLUB-DRF: A Clustering Approach to Extreme Pruning of Random Forests. SGAI Conf. (2015)
Khaled Fawagreh, Mohamed Medhat Gaber, Eyad Elyan
An Outlier Detection-based Tree Selection Approach to Extreme Pruning of Random Forests. CoRR (2015)
Khaled Fawagreh, Mohamed Medhat Gaber, Eyad Elyan
On Extreme Pruning of Random Forest Ensembles for Real-time Predictive Applications. CoRR (2015)
Khaled Fawagreh, Mohamed Medhat Gaber, Eyad Elyan
A Replicator Dynamics Approach to Collective Feature Engineering in Random Forests. SGAI Conf. (2015)
Khaled Fawagreh, Mohamed Medhat Gaber, Eyad Elyan
Diversified Random Forests Using Random Subspaces. IDEAL (2014)