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Khaled Fawagreh

Observed names: Fawagreh Khaled, Fawagreh, Khaled, Khaled Fawgreh, Khaled S. Fawagreh
ORCID: 0000-0001-7225-0373
Observed ORCID: 0000-0001-7225-0373
OpenAlex ID: A5078971072
Random forests: from early developments to recent advancements
2014 · Khaled Fawagreh, Mohamed Medhat Gaber, et al. · Systems Science & Control Engineering · 829
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Machine Learning in Higher Education: Students’ Performance Assessment Considering Online Activity Logs
2023 · Ghazanfar Latif, Sherif E. Abdelhamid, et al. · IEEE Access · 35
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Resource-efficient fast prediction in healthcare data analytics: A pruned Random Forest regression approach
2020 · Khaled Fawagreh, Mohamed Medhat Gaber · Computing · 33
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Deep convolutional neural network (CNN) model optimization techniques—Review for medical imaging
2024 · Ghazanfar Latif, Jaafar Alghazo, et al. · AIMS Mathematics · 14
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CLUB-DRF: A Clustering Approach to Extreme Pruning of Random Forests
2015 · Khaled Fawagreh, Mohamed Medhat Gaber, et al. · Springer eBooks · 12
Diversified Random Forests Using Random Subspaces
2014 · Khaled Fawagreh, Mohamed Medhat Gaber, et al. · Lecture notes in computer science · 10
eGAP: An Evolutionary Game Theoretic Approach to Random Forest Pruning
2020 · Khaled Fawagreh, Mohamed Medhat Gaber · Big Data and Cognitive Computing · 9
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An Outlier Ranking Tree Selection Approach to Extreme Pruning of Random Forests
2016 · Khaled Fawagreh, Mohamed Medhat Gaber, et al. · Communications in computer and information science · 7
An Outlier Detection-based Tree Selection Approach to Extreme Pruning of Random Forests
2015 · Fawagreh, Khaled, Gaber, Mohamad Medhat, et al. · arXiv (Cornell University) · 6
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A Replicator Dynamics Approach to Collective Feature Engineering in Random Forests
2015 · Khaled Fawgreh, Mohamed Medhat Gaber, et al. · Springer eBooks · 5
On Extreme Pruning of Random Forest Ensembles for Real-time Predictive Applications
2015 · Fawagreh, Khaled, Gaber, Mohamad Medhat, et al. · arXiv (Cornell University) · 4
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On pruning and feature engineering in Random Forests
2016 · Khaled Fawagreh · Open Access Institutional Repository at Robert Gordon University (Robert Gordon University) · 2
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Perspective Chapter: Optimized Random Forests for Effective and Efficient Healthcare Data Analytics
2026 · Fawagreh Khaled · Artificial intelligence · 1
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Pruned Random Forests for Effective and Efficient Financial Data Analytics
2022 · Khaled Fawagreh, Mohamed Medhat Gaber, et al. · Contributions to finance and accounting · 1
AI-Enabled Intelligent Channel Modeling for UWB RFID in IoT
2026 · Jinan Charafeddine, Khaled Fawagreh, et al. · International Symposium on Networks, Computers and Communications (ISNCC)
Review of: "Chronic disease treatment default prediction with random sampling optimization."
2023 · Khaled Fawagreh · Qeios
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Works count: 16
Citation count: 968
H-index: 7
I10-index: 6
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