334 citations · 1.9k across the 45 of their papers we have counts for
8 papers · 1 filter
Predicting Software Effort from Use Case Points: A Systematic Review
Mohammad Azzeh, Ali Bou Nassif, Imtinan Attili
Context: Predicting software project effort from Use Case Points (UCP) method is increasingly used among researchers and practitioners. However, unlike other effort estimation doma…
Multi-Stage Optimized Machine Learning Framework for Network Intrusion Detection
MohammadNoor Injadat, Abdallah Moubayed, Ali Bou Nassif +1
Cyber-security garnered significant attention due to the increased dependency of individuals and organizations on the Internet and their concern about the security and privacy of t…
Bayesian Optimization with Machine Learning Algorithms Towards Anomaly Detection
MohammadNoor Injadat, Fadi Salo, Ali Bou Nassif +2
Network attacks have been very prevalent as their rate is growing tremendously. Both organization and individuals are now concerned about their confidentiality, integrity and avail…
Multi-split Optimized Bagging Ensemble Model Selection for Multi-class Educational Data Mining
MohammadNoor Injadat, Abdallah Moubayed, Ali Bou Nassif +1
Predicting students' academic performance has been a research area of interest in recent years with many institutions focusing on improving the students' performance and the educat…
Data Mining with Big Data in Intrusion Detection Systems: A Systematic Literature Review
Fadi Salo, MohammadNoor Injadat, Ali Bou Nassif +1
Cloud computing has become a powerful and indispensable technology for complex, high performance and scalable computation. The exponential expansion in the deployment of cloud tech…
Systematic Ensemble Model Selection Approach for Educational Data Mining
MohammadNoor Injadat, Abdallah Moubayed, Ali Bou Nassif +1
A plethora of research has been done in the past focusing on predicting student's performance in order to support their development. Many institutions are focused on improving the…
Software Effort Estimation from Use Case Diagrams Using Nonlinear Regression Analysis
Ali Bou Nassif, Manar AbuTaleb, Luiz Fernando Capretz
Software effort estimation in the early stages of the software life cycle is one of the most essential and daunting tasks for project managers. In this research, a new model based…
EEG Wheelchair for People of Determination
Mariam AlAbboudi, Maitha Majed, Fatima Hassan +1
The aim of this paper is to design and construct an electroencephalograph (EEG) based brain-controlled wheelchair to provide a communication bridge from the nervous system to the e…