| Recursive feature elimination with cross-validation with decision tree: Feature selection method for machine learning-based intrusion detection systems M Awad, S Fraihat Journal of Sensor and Actuator Networks 12 (5), 67, 2023 | 170 | 2023 |
| Intrusion detection system for large-scale IoT NetFlow networks using machine learning with modified Arithmetic Optimization Algorithm S Fraihat, S Makhadmeh, M Awad, MA Al-Betar, A Al-Redhaei Internet of Things 22, 100819, 2023 | 105 | 2023 |
| Cyber threat intelligence using PCA-DNN model to detect abnormal network behavior M Al-Fawa'reh, M Al-Fayoumi, S Nashwan, S Fraihat Egyptian Informatics Journal 23 (2), 173-185, 2022 | 87 | 2022 |
| An Item-based Multi-Criteria Collaborative Filtering Algorithm for Personalized Recommender Systems QSMHS Fraihat International Journal of Advanced Computer Science and Applications 7 (8 …, 2016 | 84 | 2016 |
| A Framework of Semantic Recommender System for e-Learning S Fraihat, Q Shambour Journal of Software 10 (3), 317-330, 2015 | 76 | 2015 |
| Survey on the objectives of recommender systems: Measures, solutions, evaluation methodology, and new perspectives B Alhijawi, A Awajan, S Fraihat ACM Computing Surveys 55 (5), 1-38, 2022 | 74 | 2022 |
| A review of 6G and AI convergence: Enhancing communication networks with artificial intelligence Y Sanjalawe, S Fraihat, M Abualhaj, S Makhadmeh, E Alzubi IEEE Open Journal of the Communications Society, 2025 | 50 | 2025 |
| Examining the suitability of NetFlow features in detecting IoT network intrusions M Awad, S Fraihat, K Salameh, A Al Redhaei Sensors 22 (16), 6164, 2022 | 46 | 2022 |
| A deep learning-driven multi-layered steganographic approach for enhanced data security Y Sanjalawe, S Al-E’mari, S Fraihat, M Abualhaj, E Alzubi Scientific Reports 15 (1), 4761, 2025 | 35 | 2025 |
| Proactive auto-scaling for service function chains in cloud computing based on deep learning MB Taha, Y Sanjalawe, A Al-Daraiseh, S Fraihat, SR Al-E’mari IEEE Access 12, 38575-38593, 2024 | 30 | 2024 |
| Detection of obfuscated tor traffic based on bidirectional generative adversarial networks and vision transform Y Sanjalawe, S Fraihat Computers & Security 135, 103512, 2023 | 27 | 2023 |
| Multi-factor ranking method for trading-off accuracy, diversity, novelty, and coverage of recommender systems B Alhijawi, S Fraihat, A Awajan International Journal of Information Technology 15 (3), 1427-1433, 2023 | 26 | 2023 |
| A crossover-integrated marine predator algorithm for feature selection in intrusion detection systems within IoT environments. Internet Things (The Netherlands) 31 (2025) SN Makhadmeh, S Fraihat, M Awad, Y Sanjalawe, MA Al-Betar, ... | 25 | 2025 |
| AI-driven job scheduling in cloud computing: a comprehensive review Y Sanjalawe, S Al-E’mari, S Fraihat, S Makhadmeh Artificial Intelligence Review 58 (7), 197, 2025 | 23 | 2025 |
| Hybrid deep learning for human fall detection: A synergistic approach using YOLOv8 and time-space transformers Y Sanjalawe, S Fraihat, M Abualhaj, SR Al-E’Mari, E Alzubi IEEE Access 13, 41336-41366, 2025 | 23 | 2025 |
| Feedforward neural network-based augmented salp swarm optimizer for accurate software development cost forecasting MA Al-Betar, S Kassaymeh, SN Makhadmeh, S Fraihat, S Abdullah Applied Soft Computing 149, 111008, 2023 | 19 | 2023 |
| Cryptographic grade chaotic random number generator based on tent-map A Al-Daraiseh, Y Sanjalawe, S Al-E’mari, S Fraihat, M Bany Taha, ... Journal of Sensor and Actuator Networks 12 (5), 73, 2023 | 18 | 2023 |
| A crossover-integrated Marine Predator Algorithm for feature selection in intrusion detection systems within IoT environments SN Makhadmeh, S Fraihat, M Awad, Y Sanjalawe, MA Al-Betar, ... Internet of Things 31, 101536, 2025 | 17 | 2025 |
| Business intelligence framework design and implementation: A real-estate market case study S Fraihat, WA Salameh, A Elhassan, BA Tahoun, M Asasfeh ACM Journal of Data and Information Quality (JDIQ) 13 (2), 1-16, 2021 | 16 | 2021 |
| Modelling distillate output of a solar distiller with eco-friendly wood-based steam generation basin using machine learning model and starling murmuration optimizer MA Al-Betar, OL Muskens, KA Hammoodi, M Abd Elaziz, QY Shambour, ... International Journal of Thermofluids 27, 101179, 2025 | 15 | 2025 |
Mohammed AwadAssociate Professor of Computer Science, American University of Ras Al KhaimahVerified email at aurak.ac.ae
