| On Hyperparameter Optimization of Machine Learning Algorithms: Theory and Practice L Yang, A Shami Neurocomputing 415, 295-316, 2020 | 2253 | 2020 |
| MTH-IDS: A Multi-Tiered Hybrid Intrusion Detection System for Internet of Vehicles L Yang, A Moubayed, A Shami IEEE Internet of Things Journal 9 (1), 616 - 632, 2022 | 236 | 2022 |
| 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 | 206 | 2019 |
| A Lightweight Concept Drift Detection and Adaptation Framework for IoT Data Streams L Yang, A Shami IEEE Internet of Things Magazine 4 (2), 96-101, 2021 | 124 | 2021 |
| A Transfer Learning and Optimized CNN Based Intrusion Detection System for Internet of Vehicles L Yang, A Shami 2022 IEEE International Conference on Communications (ICC), 1-6, 2022 | 88 | 2022 |
| PWPAE: An Ensemble Framework for Concept Drift Adaptation in IoT Data Streams L Yang, DM Manias, A Shami 2021 IEEE Global Communications Conference (GLOBECOM), 1-6, 2021 | 59 | 2021 |
| Image-Based Visibility Estimation Algorithm for Intelligent Transportation Systems L Yang, R Muresan, A Al-Dweik, L Hadjileontiadis IEEE Access 6, 76728 - 76740, 2018 | 48 | 2018 |
| IoT Data Analytics in Dynamic Environments: From An Automated Machine Learning Perspective L Yang, A Shami Engineering Applications of Artificial Intelligence 116, 1-33, 2022 | 46 | 2022 |
| Concept Drift Detection in Federated Networked Systems DM Manias, I Shaer, L Yang, A Shami 2021 IEEE Global Communications Conference (GLOBECOM), 1-6, 2021 | 36 | 2021 |
| LCCDE: A Decision-Based Ensemble Framework for Intrusion Detection in The Internet of Vehicles L Yang, A Shami, G Stevens, S DeRusett 2022 IEEE Global Communications Conference (GLOBECOM), 1-6, 2022 | 32 | 2022 |
| 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, 2022 | 30 | 2022 |
| A Multi-Stage Automated Online Network Data Stream Analytics Framework for IIoT Systems L Yang, A Shami IEEE Transactions on Industrial Informatics 19 (2), 2107 - 2116, 2023 | 29 | 2023 |
| Comprehensive visibility indicator algorithm for adaptable speed limit control in intelligent transportation systems L Yang MASc. Thesis, University of Guelph, 2018 | 16 | 2018 |
| Ids-ml: An open source code for intrusion detection system development using machine learning L Yang, A Shami Software Impacts 14, 100446, 2022 | 15 | 2022 |
| Zero-touch networks: Towards next-generation network automation M El Rajab, L Yang, A Shami Computer Networks 243, 110294, 2024 | 9 | 2024 |
| Optimized and Automated Machine Learning Techniques Towards IoT Data Analytics and Cybersecurity L Yang Ph. D. Dissertation, Western University, 2022 | 7 | 2022 |
| On TinyML and Cybersecurity: Electric Vehicle Charging Infrastructure Use Case F Dehrouyeh, L Yang, FB Ajaei, A Shami IEEE Access, 1-28, 2024 | 3 | 2024 |
| Enabling AutoML for Zero-Touch Network Security: Use-Case Driven Analysis L Yang, M El Rajab, A Shami, S Muhaidat IEEE Transactions on Network and Service Management, 2024 | 2 | 2024 |
| Enhancing Network Intrusion Detection: An AutoML Pipeline with Efficient Digital Twin Synchronization M El Rajab, L Yang, A Shami Authorea Preprints, 2024 | 2 | 2024 |
| Forensic Data Analytics for Anomaly Detection in Evolving Networks L Yang, A Moubayed, A Shami, A Boukhtouta, P Heidari, S Preda, ... Innovations in Digital Forensics, 99-137, 2023 | 2 | 2023 |
Abdallah ShamiProfessor, Department of Electrical and Computer Engineering, Western University, CanadaVerified email at uwo.ca
