Khaled Fawagreh

According to our database, Khaled Fawagreh authored at least 10 papers between 2014 and 2023.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2023

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

2020

Resource-efficient fast prediction in healthcare data analytics: A pruned Random Forest regression approach.

Khaled Fawagreh, Mohamed Medhat Gaber

Computing, 2020

eGAP: An Evolutionary Game Theoretic Approach to Random Forest Pruning.

Khaled Fawagreh, Mohamed Medhat Gaber

Big Data Cogn. Comput., 2020

2016

On pruning and feature engineering in Random Forests.

Khaled Fawagreh

PhD thesis, 2016

An Outlier Ranking Tree Selection Approach to Extreme Pruning of Random Forests.

Khaled Fawagreh, Mohamed Medhat Gaber, Eyad Elyan

Proceedings of the Engineering Applications of Neural Networks, 2016

2015

An Outlier Detection-based Tree Selection Approach to Extreme Pruning of Random Forests.

Khaled Fawagreh, Mohamed Medhat Gaber, Eyad Elyan

CoRR, 2015

On Extreme Pruning of Random Forest Ensembles for Real-time Predictive Applications.

Khaled Fawagreh, Mohamed Medhat Gaber, Eyad Elyan

CoRR, 2015

A Replicator Dynamics Approach to Collective Feature Engineering in Random Forests.

Khaled Fawagreh, Mohamed Medhat Gaber, Eyad Elyan

Proceedings of the Research and Development in Intelligent Systems XXXII, 2015

CLUB-DRF: A Clustering Approach to Extreme Pruning of Random Forests.

Khaled Fawagreh, Mohamed Medhat Gaber, Eyad Elyan

Proceedings of the Research and Development in Intelligent Systems XXXII, 2015

2014

Diversified Random Forests Using Random Subspaces.

Khaled Fawagreh, Mohamed Medhat Gaber, Eyad Elyan

Proceedings of the Intelligent Data Engineering and Automated Learning - IDEAL 2014, 2014