Utilizing Machine Learning Models to Predict the Car Crash Injury Severity among Elderly Drivers. - Rabia Emhamed Al Mamlook; Tiba Zaki Abdulhameed; Raed Hasan; Hasnaa Imad Al-Shaikhli; Ihab Mohammed; Shadha Tabatabai (EIT, 2020)

Evaluate Performance Risk Score in Patients Suffering from Lung Cancer Using Survival Analysis of Statistics. - Rabia Emhamed Al Mamlook; Hanin Fawzi Bzizi; Shengfeng Chen (EIT, 2020)

Investigation of the performance of Machine Learning Classifiers for Pneumonia Detection in Chest X-ray Images. - Rabia Emhamed Al Mamlook; Shengfeng Chen; Hanin Fawzi Bzizi (EIT, 2020)

Fine-Tuning Pre-Trained Models for Automated Analysis of Ophthalmic Imaging in Diagnosing Eye Diseases. - Rabia Emhamed Al Mamlook; Ahmad Nasayreh; Hasan Gharaibeh; Mohammad Aljaidi; Qais Al-Na'amneh; Dalia Alzu'bi; Hanin Fawzi Bzizi; Abdelrahman Abdeltawab (ACIT, 2023)

Genetic Optimization Techniques for Enhancing Web Attacks Classification in Machine Learning. - Ameera Saleh Jaradat; Ahmad Nasayreh; Qais Al-Na'amneh; Hasan Gharaibeh; Rabia Emhamed Al Mamlook (DASC/PiCom/CBDCom/CyberSciTech, 2023)

Classification Of Cancer Genome Atlas Glioblastoma Multiform (TCGA-GBM) Using Machine Learning Method. - Rabia Emhamed Al Mamlook; Ahmad Nasayreh; Hasan Gharaibeh; Sujeet Shrestha (eIT, 2023)

Machine Learning Approaches for Early Diagnosis of Breast Cancer: A Comparative Study of Performance Evaluation. - Rabia Emhamed Al Mamlook; Sujeet Shresth; Tasnim Gharaibeh; Ali Saeed Almuflih; Wassnaa Al-Mawee; Hanin Fawzi Bzizi (eIT, 2023)

Smart Traffic Control System for Dubai: A Simulation Study Using YOLO Algorithms. - Rabia Emhamed Al Mamlook; Mohammad Zahrawi; Hasan Gharaibeh; Ahmad Nasayreh; Sujeet Shresth (eIT, 2023)

Recognition of Arabic Air-Written Letters: Machine Learning, Convolutional Neural Networks, and Optical Character Recognition (OCR) Techniques. - Khalid M. O. Nahar; Izzat Alsmadi; Rabia Emhamed Al Mamlook; Ahmad Nasayreh; Hasan Gharaibeh; Ali Saeed Almuflih; Fahad Alasim (Sensors, 2023)

COVID-19 Infection Detection in X-Ray Images Using Enhanced Image Segmentation and Machine Learning Models. - Khalid M. O. Nahar; Mohammad Ebrahim Megdad; Rabia Emhamed Al Mamlook; Mohammad Aljaidi; Besan K. M. Nahar; Mohammad K. M. Nahar; Samar Hussni Anbarkhan; Hayel Khafajeh; Waleed Amer (ACIT, 2024)

Next Generation Image Watermarking via Combined DWT-SVD Technique. - Qais Al-Na'amneh; Ammar Almomani; Ahmad Nasayreh; Khalid M. O. Nahar; Hasan Gharaibeh; Rabia Emhamed Al Mamlook; Mohammad Alauthman (ICCR, 2024)

Empirical exploration of predictive maintenance in concrete manufacturing: Harnessing machine learning for enhanced equipment reliability in construction project management. - Odey Alshboul; Rabia Emhamed Al Mamlook; Ali Shehadeh; Tahir Munir (Comput. Ind. Eng., 2024)

A Systematic Review of Knowledge Tracing and Large Language Models in Education: Opportunities, Issues, and Future Research. - Yongwan Cho; Rabia Emhamed Al Mamlook; Tasnim Gharaibeh (CoRR, 2024)

A hybrid combination of CNN Attention with optimized random forest with grey wolf optimizer to discriminate between Arabic hateful, abusive tweets. - Abeer Aljohani; Nawaf Alharbe; Rabia Emhamed Al Mamlook; Mashael M. Khayyat (J. King Saud Univ. Comput. Inf. Sci., 2024)

Enhancing IoT device security: CNN-SVM hybrid approach for real-time detection of DoS and DDoS attacks. - Qais Al-Na'amneh; Mohammad Aljaidi; Ahmad Nasayreh; Hasan Gharaibeh; Rabia Emhamed Al Mamlook; Ameera Saleh Jaradat; Ayoub Alsarhan; Ghassan Samara (J. Intell. Syst., 2024)

Arabic Sentiment Analysis for ChatGPT Using Machine Learning Classification Algorithms: A Hyperparameter Optimization Technique. - Ahmad Nasayreh; Rabia Emhamed Al Mamlook; Ghassan Samara; Hasan Gharaibeh; Mohammad Aljaidi; Dalia Alzu'bi; Essam Al Daoud; Laith Abualigah (ACM Trans. Asian Low Resour. Lang. Inf. Process., 2024)

Arabic sentiment analysis of Monkeypox using deep neural network and optimized hyperparameters of machine learning algorithms. - Hasan Gharaibeh; Rabia Emhamed Al Mamlook; Ghassan Samara; Ahmad Nasayreh; Saja Smadi; Khalid M. O. Nahar; Mohammad Aljaidi; Essam Al Daoud; Mohammad A. Gharaibeh; Laith Abualigah (Soc. Netw. Anal. Min., 2024)