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ORCIDLi Yang 0010
Person information
- affiliation: University of Western Ontario, London, ON, Canada
Other persons with the same name
- Li Yang — disambiguation page
- Li Yang 0001 — University of Tennessee, Department of Computer Science, Chattanooga, TN, USA (and 1 more)
- Li Yang 0002
![[0000-0001-6589-7195]](https://dblp.uni-trier.de/img/orcid-mark.12x12.png "0000-0001-6589-7195")
— Chongqing University, Bioengineering College, China - Li Yang 0003 — Beijing Institute of Technology, School of Mechatronical Engineering, China (and 2 more)
- Li Yang 0004 — Beihang University, School of Reliability and Systems Engineering, Beijing, China
- Li Yang 0005 — Xidian University, School of Cyber Engineering, Xi'an, China (and 1 more)
- Li Yang 0006 — Southwest Petroleum University, School of Computer Science, Chengdu, China
- Li Yang 0007 — University of Plymouth, UK
- Li Yang 0008 — Western Michigan University, Department of Computer Science, Kalamazoo, MI, USA
- Li Yang 0009 — University of North Carolina at Charlotte, NC, USA (and 1 more)
- Li Yang 0011 — University of Alcalá, Alcalá de Henares, Madrid, Spain
- Li Yang 0012 — Hunan University, Changsha, Hunan, China (and 1 more)
- Li Yang 0013 — China Agricultural University, Beijing, China
- Li Yang 0014 — Beihang University, School of Electronic and Information Engineering, Beijing, China
- Li Yang 0015 — Insititute of Software, Chinese Academy of Sciences, China
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Journal Articles
- 2023
[j8]Li Yang, Abdallah Shami:
A Multi-Stage Automated Online Network Data Stream Analytics Framework for IIoT Systems. IEEE Trans. Ind. Informatics 19(2): 2107-2116 (2023)- 2022
- [j7]Li Yang, Abdallah Shami:
IoT data analytics in dynamic environments: From an automated machine learning perspective. Eng. Appl. Artif. Intell. 116: 105366 (2022) - [j6]Li Yang, Abdallah Moubayed, Abdallah Shami:
MTH-IDS: A Multitiered Hybrid Intrusion Detection System for Internet of Vehicles. IEEE Internet Things J. 9(1): 616-632 (2022) - [j5]Li Yang, Abdallah Shami:
IDS-ML: An open source code for Intrusion Detection System development using Machine Learning. Softw. Impacts 14: 100446 (2022) - [j4]Li Yang, Abdallah Moubayed, Abdallah Shami, Parisa Heidari, Amine Boukhtouta, Adel Larabi, Richard Brunner, Stere Preda, Daniel Migault:
Multi-Perspective Content Delivery Networks Security Framework Using Optimized Unsupervised Anomaly Detection. IEEE Trans. Netw. Serv. Manag. 19(1): 686-705 (2022) - 2021
- [j3]Li Yang, Abdallah Shami:
A Lightweight Concept Drift Detection and Adaptation Framework for IoT Data Streams. IEEE Internet Things Mag. 4(2): 96-101 (2021) - 2020
- [j2]Li Yang, Abdallah Shami:
On hyperparameter optimization of machine learning algorithms: Theory and practice. Neurocomputing 415: 295-316 (2020) - 2018
- [j1]Li Yang, Radu Muresan, Arafat Al-Dweik, Leontios J. Hadjileontiadis:
Image-Based Visibility Estimation Algorithm for Intelligent Transportation Systems. IEEE Access 6: 76728-76740 (2018)
Conference and Workshop Papers
- 2022
- [c5]Li Yang, Abdallah Shami, Gary Stevens, Stephen De Rusett:
LCCDE: A Decision-Based Ensemble Framework for Intrusion Detection in The Internet of Vehicles. GLOBECOM 2022: 3545-3550 - [c4]Li Yang, Abdallah Shami:
A Transfer Learning and Optimized CNN Based Intrusion Detection System for Internet of Vehicles. ICC 2022: 2774-2779 - 2021
- [c3]Dimitrios Michael Manias, Ibrahim Shaer, Li Yang, Abdallah Shami:
Concept Drift Detection in Federated Networked Systems. GLOBECOM 2021: 1-6 - [c2]Li Yang, Dimitrios Michael Manias, Abdallah Shami:
PWPAE: An Ensemble Framework for Concept Drift Adaptation in IoT Data Streams. GLOBECOM 2021: 1-6 - 2019
- [c1]Li Yang, Abdallah Moubayed, Ismail Hamieh, Abdallah Shami:
Tree-Based Intelligent Intrusion Detection System in Internet of Vehicles. GLOBECOM 2019: 1-6
Informal and Other Publications
- 2023
- [i13]Li Yang, Abdallah Moubayed, Abdallah Shami, Amine Boukhtouta, Parisa Heidari, Stere Preda, Richard Brunner, Daniel Migault, Adel Larabi:
Forensic Data Analytics for Anomaly Detection in Evolving Networks. CoRR abs/2308.09171 (2023) - [i12]Mirna El Rajab, Li Yang, Abdallah Shami:
Zero-Touch Networks: Towards Next-Generation Network Automation. CoRR abs/2312.04159 (2023) - 2022
- [i11]Li Yang, Abdallah Shami:
A Transfer Learning and Optimized CNN Based Intrusion Detection System for Internet of Vehicles. CoRR abs/2201.11812 (2022) - [i10]Li Yang, Abdallah Shami, Gary Stevens, Stephen De Rusett:
LCCDE: A Decision-Based Ensemble Framework for Intrusion Detection in The Internet of Vehicles. CoRR abs/2208.03399 (2022) - [i9]Li Yang, Abdallah Shami:
IoT Data Analytics in Dynamic Environments: From An Automated Machine Learning Perspective. CoRR abs/2209.08018 (2022) - [i8]Li Yang, Abdallah Shami:
A Multi-Stage Automated Online Network Data Stream Analytics Framework for IIoT Systems. CoRR abs/2210.01985 (2022) - 2021
- [i7]Li Yang, Abdallah Shami:
A Lightweight Concept Drift Detection and Adaptation Framework for IoT Data Streams. CoRR abs/2104.10529 (2021) - [i6]Li Yang, Abdallah Moubayed, Abdallah Shami:
MTH-IDS: A Multi-Tiered Hybrid Intrusion Detection System for Internet of Vehicles. CoRR abs/2105.13289 (2021) - [i5]Li Yang, Abdallah Moubayed, Abdallah Shami, Parisa Heidari, Amine Boukhtouta, Adel Larabi, Richard Brunner, Stere Preda, Daniel Migault:
Multi-Perspective Content Delivery Networks Security Framework Using Optimized Unsupervised Anomaly Detection. CoRR abs/2107.11514 (2021) - [i4]Li Yang, Dimitrios Michael Manias, Abdallah Shami:
PWPAE: An Ensemble Framework for Concept Drift Adaptation in IoT Data Streams. CoRR abs/2109.05013 (2021) - [i3]Dimitrios Michael Manias, Ibrahim Shaer, Li Yang, Abdallah Shami:
Concept Drift Detection in Federated Networked Systems. CoRR abs/2109.06088 (2021) - 2020
- [i2]Li Yang, Abdallah Shami:
On Hyperparameter Optimization of Machine Learning Algorithms: Theory and Practice. CoRR abs/2007.15745 (2020) - 2019
- [i1]Li Yang, Abdallah Moubayed, Ismail Hamieh, Abdallah Shami:
Tree-based Intelligent Intrusion Detection System in Internet of Vehicles. CoRR abs/1910.08635 (2019)
Coauthor Index
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