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Li Yang
Li Yang
Assistant Professor, Ontario Tech University | World's Top 2% Scientist | Adjunct Professor, UWO
Preverjeni e-poštni naslov na ontariotechu.ca - Domača stran
Naslov
Navedeno
Navedeno
Leto
On Hyperparameter Optimization of Machine Learning Algorithms: Theory and Practice
L Yang, A Shami
Neurocomputing 415, 295-316, 2020
27942020
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
2792022
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
2292019
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
1382021
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
1042022
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
682022
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
672021
Image-Based Visibility Estimation Algorithm for Intelligent Transportation Systems
L Yang, R Muresan, A Al-Dweik, L Hadjileontiadis
IEEE Access 6, 76728 - 76740, 2018
522018
Concept Drift Detection in Federated Networked Systems
DM Manias, I Shaer, L Yang, A Shami
2021 IEEE Global Communications Conference (GLOBECOM), 1-6, 2021
392021
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
382022
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
372022
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
302023
Zero-touch networks: Towards next-generation network automation
M El Rajab, L Yang, A Shami
Computer Networks 243, 110294, 2024
202024
IDS-ML: An open source code for Intrusion Detection System development using Machine Learning
L Yang, A Shami
Software Impacts 14, 100446, 2022
162022
Comprehensive visibility indicator algorithm for adaptable speed limit control in intelligent transportation systems
L Yang
MASc. Thesis, University of Guelph, 2018
152018
On TinyML and Cybersecurity: Electric Vehicle Charging Infrastructure Use Case
F Dehrouyeh, L Yang, FB Ajaei, A Shami
IEEE Access, 1-28, 2024
72024
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
62024
Optimized and Automated Machine Learning Techniques Towards IoT Data Analytics and Cybersecurity
L Yang
Ph. D. Dissertation, Western University, 2022
62022
Enhancing network intrusion detection: An automl pipeline with efficient digital twin synchronization
M El Rajab, L Yang, A Shami
Authorea Preprints, 2024
32024
Diving Into Zero-Touch Network Security: Use-Case Driven Analysis
L Yang, M El Rajab, A Shami, S Muhaidat
Authorea Preprints, 2023
32023
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