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Li Yang

Orcid: 0000-0001-9383-1097

Affiliations:
  • University of Western Ontario, London, ON, Canada


According to our database1, Li Yang authored at least 16 papers between 2018 and 2023.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of five.

Timeline

Legend:

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PhD thesis 
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Links

Online presence:

On csauthors.net:

Bibliography

2023
A Multi-Stage Automated Online Network Data Stream Analytics Framework for IIoT Systems.
[BibTeX]
[DOI]
Li Yang
,
Abdallah Shami
IEEE Trans. Ind. Informatics, 2023

Zero-Touch Networks: Towards Next-Generation Network Automation.
[BibTeX]
[DOI]
Mirna El Rajab
,
Li Yang
,
Abdallah Shami
CoRR, 2023

Forensic Data Analytics for Anomaly Detection in Evolving Networks.
[BibTeX]
[DOI]
Li Yang
,
Abdallah Moubayed
,
Abdallah Shami
,
Amine Boukhtouta
,
Parisa Heidari
,
Stere Preda
,
Richard Brunner
,
Daniel Migault
,
Adel Larabi
CoRR, 2023

2022
IDS-ML: An open source code for Intrusion Detection System development using Machine Learning.
[BibTeX]
[DOI]
Li Yang
,
Abdallah Shami
Softw. Impacts, December, 2022

Multi-Perspective Content Delivery Networks Security Framework Using Optimized Unsupervised Anomaly Detection.
[BibTeX]
[DOI]
Li Yang
,
Abdallah Moubayed
,
Abdallah Shami
,
Parisa Heidari
,
Amine Boukhtouta
,
Adel Larabi
,
Richard Brunner
,
Stere Preda
,
Daniel Migault
IEEE Trans. Netw. Serv. Manag., 2022

MTH-IDS: A Multitiered Hybrid Intrusion Detection System for Internet of Vehicles.
[BibTeX]
[DOI]
Li Yang
,
Abdallah Moubayed
,
Abdallah Shami
IEEE Internet Things J., 2022

IoT data analytics in dynamic environments: From an automated machine learning perspective.
[BibTeX]
[DOI]
Li Yang
,
Abdallah Shami
Eng. Appl. Artif. Intell., 2022

A Transfer Learning and Optimized CNN Based Intrusion Detection System for Internet of Vehicles.
[BibTeX]
[DOI]
Li Yang
,
Abdallah Shami
Proceedings of the IEEE International Conference on Communications, 2022

LCCDE: A Decision-Based Ensemble Framework for Intrusion Detection in The Internet of Vehicles.
[BibTeX]
[DOI]
Li Yang
,
Abdallah Shami
,
Gary Stevens
,
Stephen De Rusett
Proceedings of the IEEE Global Communications Conference, 2022

2021
A Lightweight Concept Drift Detection and Adaptation Framework for IoT Data Streams.
[BibTeX]
[DOI]
Li Yang
,
Abdallah Shami
IEEE Internet Things Mag., 2021

MTH-IDS: A Multi-Tiered Hybrid Intrusion Detection System for Internet of Vehicles.
[BibTeX]
[DOI]
Li Yang
,
Abdallah Moubayed
,
Abdallah Shami
CoRR, 2021

PWPAE: An Ensemble Framework for Concept Drift Adaptation in IoT Data Streams.
[BibTeX]
[DOI]
Li Yang
,
Dimitrios Michael Manias
,
Abdallah Shami
Proceedings of the IEEE Global Communications Conference, 2021

Concept Drift Detection in Federated Networked Systems.
[BibTeX]
[DOI]
Dimitrios Michael Manias
,
Ibrahim Shaer
,
Li Yang
,
Abdallah Shami
Proceedings of the IEEE Global Communications Conference, 2021

2020
On hyperparameter optimization of machine learning algorithms: Theory and practice.
[BibTeX]
[DOI]
Li Yang
,
Abdallah Shami
Neurocomputing, 2020

2019
Tree-Based Intelligent Intrusion Detection System in Internet of Vehicles.
[BibTeX]
[DOI]
Li Yang
,
Abdallah Moubayed
,
Ismail Hamieh
,
Abdallah Shami
Proceedings of the 2019 IEEE Global Communications Conference, 2019

2018
Image-Based Visibility Estimation Algorithm for Intelligent Transportation Systems.
[BibTeX]
[DOI]
Li Yang
,
Radu Muresan
,
Arafat Al-Dweik
,
Leontios J. Hadjileontiadis
IEEE Access, 2018


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