279 citations · 913 across the 11 of their papers we have counts for
12 papers
A Deep Learning Approach Towards Student Performance Prediction in Online Courses: Challenges Based on a Global Perspective
Abdallah Moubayed, MohammadNoor Injadat, Nouh Alhindawi +3
Analyzing and evaluating students' progress in any learning environment is stressful and time consuming if done using traditional analysis methods. This is further exasperated by t…
Optimized Ensemble Model Towards Secured Industrial IoT Devices
MohammadNoor Injadat
The continued growth in the deployment of Internet-of-Things (IoT) devices has been fueled by the increased connectivity demand, particularly in industrial environments. However, t…
Machine Learning Towards Intelligent Systems: Applications, Challenges, and Opportunities
MohammadNoor Injadat, Abdallah Moubayed, Ali Bou Nassif +1
The emergence and continued reliance on the Internet and related technologies has resulted in the generation of large amounts of data that can be made available for analyses. Howev…
Relationship between Student Engagement and Performance in e-Learning Environment Using Association Rules
Abdallah Moubayed, MohammadNoor Injadat, Abdallah Shami +1
The field of e-learning has emerged as a topic of interest in academia due to the increased ease of accessing the Internet using using smart-phones and wireless devices. One of the…
DNS Typo-squatting Domain Detection: A Data Analytics & Machine Learning Based Approach
Abdallah Moubayed, MohammadNoor Injadat, Abdallah Shami +1
Domain Name System (DNS) is a crucial component of current IP-based networks as it is the standard mechanism for name to IP resolution. However, due to its lack of data integrity a…
Optimized Random Forest Model for Botnet Detection Based on DNS Queries
Abdallah Moubayed, MohammadNoor Injadat, Abdallah Shami
The Domain Name System (DNS) protocol plays a major role in today's Internet as it translates between website names and corresponding IP addresses. However, due to the lack of proc…