| MTH-IDS: A multitiered hybrid intrusion detection system for internet of vehicles L Yang, A Moubayed, A Shami IEEE Internet of Things Journal 9 (1), 616-632, 2021 | 416 | 2021 |
| Multi-Stage Optimized Machine Learning Framework for Network Intrusion Detection MN Injadat, A Moubayed, AB Nassif, A Shami IEEE Transactions on Network and Service Management, 2020 | 322 | 2020 |
| Tree-based intelligent intrusion detection system in internet of vehicles L Yang, A Moubayed, I Hamieh, A Shami 2019 IEEE global communications conference (GLOBECOM), 1-6, 2019 | 289 | 2019 |
| Student engagement level in an e-learning environment: Clustering using k-means A Moubayed, M Injadat, A Shami, H Lutfiyya American Journal of Distance Education 34 (2), 137-156, 2020 | 275 | 2020 |
| E-learning: Challenges and research opportunities using machine learning & data analytics A Moubayed, M Injadat, AB Nassif, H Lutfiyya, A Shami IEEE Access 6, 39117-39138, 2018 | 250 | 2018 |
| Edge-enabled V2X service placement for intelligent transportation systems A Moubayed, A Shami, P Heidari, A Larabi, R Brunner IEEE Transactions on Mobile Computing 20 (4), 1380-1392, 2020 | 226 | 2020 |
| Machine learning towards intelligent systems: applications, challenges, and opportunities MN Injadat, A Moubayed, AB Nassif, A Shami Artificial Intelligence Review, 1-50, 2021 | 225 | 2021 |
| Systematic ensemble model selection approach for educational data mining MN Injadat, A Moubayed, AB Nassif, A Shami Knowledge-Based Systems 200, 105992, 2020 | 208 | 2020 |
| Software-defined perimeter (sdp): State of the art secure solution for modern networks A Moubayed, A Refaey, A Shami IEEE network 33 (5), 226-233, 2019 | 171 | 2019 |
| Detecting Botnet Attacks in IoT Environments: An Optimized Machine Learning Approach MN Injadat, A Moubayed, A Shami IEEE 32nd International Conference on Microelectronics (IEEE-ICM2020), 2020 | 111 | 2020 |
| Multi-split Optimized Bagging Ensemble Model Selection for Multi-class Educational Data Mining MN Injadat, A Moubayed, AB Nassif, A Shami Applied Intelligence, 2020 | 110 | 2020 |
| Relationship between student engagement and performance in e-learning environment using association rules A Moubayed, MN Injadat, A Shami, H Lutfiyya 2018 IEEE world engineering education conference (EDUNINE), 1-6, 2018 | 95 | 2018 |
| Wireless resource virtualization with device-to-device communication underlaying LTE network A Moubayed, A Shami, H Lutfiyya IEEE Transactions on Broadcasting 61 (4), 734-740, 2015 | 91 | 2015 |
| Dns typo-squatting domain detection: A data analytics & machine learning based approach A Moubayed, MN Injadat, A Shami, H Lutfiyya 2018 IEEE Global Communications Conference (GLOBECOM), 1-7, 2018 | 71 | 2018 |
| Clustering enabled classification using ensemble feature selection for intrusion detection F Salo, MN Injadat, A Moubayed, AB Nassif, A Essex 2019 International Conference on Computing, Networking and Communications …, 2019 | 67 | 2019 |
| Power-aware optimized RRH to BBU allocation in C-RAN E Aqeeli, A Moubayed, A Shami IEEE Transactions on Wireless Communications 17 (2), 1311-1322, 2017 | 63 | 2017 |
| DDoS Intrusion Detection with Ensemble Stream Mining for IoT Smart Sensing Devices TM Ghazal, NA Al-Dmour, RA Said, A Omidvar, UY Khan, TR Soomro, ... The Effect of Information Technology on Business and Marketing Intelligence …, 2023 | 59 | 2023 |
| Performance analysis of sdp for secure internal enterprises P Kumar, A Moubayed, A Refaey, A Shami, J Koilpillai 2019 IEEE wireless communications and networking conference (WCNC), 1-6, 2019 | 55 | 2019 |
| Softwarization, Virtualization, & Machine Learning For Intelligent & Effective V2X Communications A Moubayed, A Shami IEEE Intelligent Transportation Systems Magazine, 2020 | 49 | 2020 |
| Multi-perspective content delivery networks security framework using optimized unsupervised anomaly detection L Yang, A Moubayed, A Shami, P Heidari, A Boukhtouta, A Larabi, ... IEEE Transactions on Network and Service Management 19 (1), 686-705, 2021 | 48 | 2021 |
Abdallah ShamiProfessor & Chair, Electrical and Computer Engineering, Western University, CanadaVerified email at uwo.ca
