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Imad Mahgoub

3 papers indexed

crossrefFuture Internet2025-03-19Cited by 3

A Distributed Machine Learning-Based Scheme for Real-Time Highway Traffic Flow Prediction in Internet of Vehicles

Hani Alnami, Imad Mahgoub, Hamzah Al-Najada, Easa Alalwany

Abnormal traffic flow prediction is crucial for reducing traffic congestion. Most recent studies utilized machine learning models in traffic flow detection systems. However, these detection systems do not support real-time analysis. Centralized machine learning methods face a num…

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crossrefSensors2024-01-08Cited by 108

Security and Trust Management in the Internet of Vehicles (IoV): Challenges and Machine Learning Solutions

Easa Alalwany, Imad Mahgoub

The Internet of Vehicles (IoV) is a technology that is connected to the public internet and is a subnetwork of the Internet of Things (IoT) in which vehicles with sensors are connected to a mobile and wireless network. Numerous vehicles, users, things, and networks allow nodes to…

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crossrefSensors2022-11-26Cited by 30

Classification of Normal and Malicious Traffic Based on an Ensemble of Machine Learning for a Vehicle CAN-Network

Easa Alalwany, Imad Mahgoub

Connectivity and automation have expanded with the development of autonomous vehicle technology. One of several automotive serial protocols that can be used in a wide range of vehicles is the controller area network (CAN). The growing functionality and connectivity of modern vehi…

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