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Li Yang
Li Yang
Assistant Professor, Faculty of Business and Information Technology, Ontario Tech University
Verified email at ontariotechu.ca - Homepage
Title
Cited by
Cited by
Year
On Hyperparameter Optimization of Machine Learning Algorithms: Theory and Practice
L Yang, A Shami
Neurocomputing 415, 295-316, 2020
19522020
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
2042022
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
1782019
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
1122021
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
742022
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
512021
Image-Based Visibility Estimation Algorithm for Intelligent Transportation Systems
L Yang, R Muresan, A Al-Dweik, L Hadjileontiadis
IEEE Access 6, 76728 - 76740, 2018
472018
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
392022
Concept Drift Detection in Federated Networked Systems
DM Manias, I Shaer, L Yang, A Shami
2021 IEEE Global Communications Conference (GLOBECOM), 1-6, 2021
342021
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
282022
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
252023
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
252022
Comprehensive visibility indicator algorithm for adaptable speed limit control in intelligent transportation systems
L Yang
MASc. Thesis, University of Guelph, 2018
142018
Ids-ml: An open source code for intrusion detection system development using machine learning
L Yang, A Shami
Software Impacts 14, 100446, 2022
112022
Zero-touch networks: Towards next-generation network automation
M El Rajab, L Yang, A Shami
Computer Networks 243, 110294, 2024
62024
Optimized and Automated Machine Learning Techniques Towards IoT Data Analytics and Cybersecurity
L Yang
Ph. D. Dissertation, Western University, 2022
62022
On TinyML and Cybersecurity: Electric Vehicle Charging Infrastructure Use Case
F Dehrouyeh, L Yang, FB Ajaei, A Shami
arXiv preprint arXiv:2404.16894, 2024
12024
Enhancing Network Intrusion Detection: An AutoML Pipeline with Efficient Digital Twin Synchronization
M El Rajab, L Yang, A Shami
Authorea Preprints, 2024
12024
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
12023
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
2024
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