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Abdallah Shami

western university

47H-index
389Paper Count
1.1WCitation Count
Published Papers 99
Publication Date
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When Intelligence Overloads Infrastructure: A Forecast Model for AI-Driven Bottlenecks
errIEEE Communications Magazine
IF8.2
err2026-05-19
err0
PREAI
errGamal Refai-Ahmed; Mallik Tatipamula; Victor Zhirnov; Ahmed Refaey Hussein; Abdallah Shami
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errSave
TinyML-Enabled Resource-Efficient Framework for Real-Time Network Securiy in Electric Vehicle Charging Networks
errIEEE Transactions on Network Science and Engineering
IF7.9
err2026-01-01
err0
PREAI
errFatemeh Dehrouyeh; Ibrahim Shaer; Soodeh Nikan; Firouz Badrkhani Ajaei; Abdallah Shami
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errSave
Attention Prioritized Experience Replay With Application to Self-Driving Cars: Learning From More Informative Experiences Helps Improve the Training Quality
errIEEE SYSTEMS MAN AND CYBERNETICS MAGAZINE
IF1.5
err2025-10-01
err0
PREAI
errHassani, Hossein; Nikan, Soodeh; Shami, Abdallah
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errSave
Improved exploration-exploitation trade-off through adaptive prioritized experience replay
errNEUROCOMPUTING
IF6.5
err2025-01-01
err0
PREAI
errHassani, Hossein; Nikan, Soodeh; Shami, Abdallah
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errSave
WrapperRL: Reinforcement Learning Agent for Feature Selection in High-Dimensional Industrial Data
errIEEE ACCESS
IF3.6
err2024-01-01
err0
errOAAI
errShaer, Ibrahim; Shami, Abdallah
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errSave
On TinyML and Cybersecurity: Electric Vehicle Charging Infrastructure Use Case
errIEEE ACCESS
IF3.6
err2024-01-01
err3
errOAAI
errDehrouyeh, Fatemeh; Yang, Li; Ajaei, Firouz Badrkhani; Shami, Abdallah
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errSave
Model Drift in Dynamic Networks
errIEEE COMMUNICATIONS MAGAZINE
IF8.2
err2023-10-01
err14
PREAI
errManias, Dimitrios Michael; Chouman, Ali; Shami, Abdallah
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errSave
Availability-aware multi-component V2X application placement
errVEHICULAR COMMUNICATIONS
IF6.5
err2023-10-01
err2
PREAI
errShaer, Ibrahim; Haque, Anwar; Shami, Abdallah
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errSave
Data-driven methods for the reduction of energy consumption in warehouses: Use-case driven analysis
errINTERNET OF THINGS
IF7.6
err2023-10-01
err2
PREAI
errShaer, Ibrahim; Shami, Abdallah
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errSave
Robust traffic grooming and infrastructure placement in OTN-over-DWDM networks
errJOURNAL OF OPTICAL COMMUNICATIONS AND NETWORKING
IF4.3
err2023-08-01
err5
PREAI
errManias, Dimitrios Michael; Naoum-Sawaya, Joe; Shami, Abdallah; Javadtalab, Abbas; Hemmati, Mahdi; You, Yuren
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errSave
MACHINE LEARNING-ENABLED ZERO TOUCH NETWORKS
errIEEE COMMUNICATIONS MAGAZINE
IF8.2
err2023-06-01
err0
errOAAI
errShami, Abdallah; Ong, Lyndon
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errSave
The Role of Optical Transport Networks in 6G and Beyond: A Vision and Call to Action
errJOURNAL OF SENSOR AND ACTUATOR NETWORKS
IF4.2
err2023-05-22
err5
errOAAI
errManias, Dimitrios Michael; Javadtalab, Abbas; Naoum-Sawaya, Joe; Shami, Abdallah
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errSave
A Multi-Stage Automated Online Network Data Stream Analytics Framework for IIoT Systems
errIEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS
IF9.9
err2023-02-01
err16
errOAAI
errYang, Li; Shami, Abdallah
errShare
errSave
Machine Learning-Enabled Zero Touch Networks
errIEEE COMMUNICATIONS MAGAZINE
IF8.2
err2023-02-01
err0
errOAAI
errShami, Abdallah; Ong, Lyndon
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errSave
Special Section on Recent Advances in Security and Privacy for 6G Networks
errIEEE OPEN JOURNAL OF VEHICULAR TECHNOLOGY
IF4.8
err2023-01-01
err1
errOAAI
errMohjazi, Lina; Bariah, Lina; Muhaidat, Sami; Lei, Xianfu; Shami, Abdallah
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errSave
The TriLS Approach for Drift-Aware Time-Series Prediction in IIoT Environment
errIEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS
IF9.9
err2022-10-01
err2
PREAI
errUchiteleva, Elena; Primak, Serguei L.; Luccini, Marco; Hussein, Ahmed Refaey; Shami, Abdallah
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errSave
An Attention-Based ConvLSTM Autoencoder with Dynamic Thresholding for Unsupervised Anomaly Detection in Multivariate Time Series
errMACHINE LEARNING AND KNOWLEDGE EXTRACTION
IF6
err2022-04-02
err22
errOAAI
errTayeh, Tareq; Aburakhia, Sulaiman; Myers, Ryan; Shami, Abdallah
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errSave
Softwarization, Virtualization, and Machine Learning for Intelligent and Effective Vehicle-to-Everything Communications
errIEEE INTELLIGENT TRANSPORTATION SYSTEMS MAGAZINE
IF5
err2022-03-01
err24
errOAAI
errMoubayed, Abdallah; Shami, Abdallah
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errSave
Optimal Container Migration/Re-Instantiation in Hybrid Computing Environments
errieee open journal of the industrial electronics society
IF6.1
err2022-01-01
err15
errOAAI
errAleyadeh, Sam; Moubayed, Abdallah; Heidari, Parisa; Shami, Abdallah
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errSave
MTH-IDS: A Multitiered Hybrid Intrusion Detection System for Internet of Vehicles
errIEEE INTERNET OF THINGS JOURNAL
IF8.9
err2022-01-01
err175
errOAAI
errYang, Li; Moubayed, Abdallah; Shami, Abdallah
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errSave

Research Directions

No research directions
Co-authors
Cooperation Journals
V
Victor C. M. Leung
H-index: 116 · Papers: 2.3K
刘青 cover
刘青 (Qing Liu)
H-index: 106 · Papers: 3.2K
沈卫明 cover
沈卫明 (Weiming Shen)
H-index: 73 · Papers: 905
X
Xianbin Wang
H-index: 70 · Papers: 969
H
Hussein T. Mouftah
H-index: 62 · Papers: 1.0K
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