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Machine Learning-driven Optimization for SVM-based Intrusion Detection System in Vehicular Ad Hoc Networks

Journal Article
Alsarhan, A., Alauthman, M., Alshdaifat, E., Al-Ghuwairi, A., & Al-Dubai, A. (in press)
Machine Learning-driven Optimization for SVM-based Intrusion Detection System in Vehicular Ad Hoc Networks. Journal of Ambient Intelligence and Humanized Computing, https://doi.org/10.1007/s12652-021-02963-x
Machine Learning (ML) driven solutions have been widely used to secure wireless communications Vehicular ad hoc networks (VANETs) in recent studies. Unlike existing works, thi...

A Mobility Aware Duty Cycling and Preambling Solution for Wireless Sensor Network with Mobile Sink Node

Journal Article
Thomson, C., Wadhaj, I., Tan, Z., & Al-Dubai, A. (in press)
A Mobility Aware Duty Cycling and Preambling Solution for Wireless Sensor Network with Mobile Sink Node. Wireless Networks,
Utilising the mobilisation of a sink node in a wireless sensor network to combat the energy hole, or hotspot issue, is well referenced. However, another issue , that of energy...

A Novel Heuristic Data Routing for Urban Vehicular Ad-hoc Networks

Journal Article
Hawbani, A., Wang, X., Al-Dubai, A., Zhao, L., Busaileh, . O., Liu, P., & Al-qaness, M. (in press)
A Novel Heuristic Data Routing for Urban Vehicular Ad-hoc Networks. IEEE Internet of Things Journal, https://doi.org/10.1109/JIOT.2021.3055504
This work is devoted to solving the problem of multi-criteria multi-hop routing in vehicular ad-hoc networks (VANETs), aiming at three goals, increasing the end-to-end deliver...

A New Annulus-based Distribution Algorithm for Scalable IoT-driven LoRa Networks

Conference Proceeding
Alahmadi, H., Bouabdallah, F., & Al-Dubai, A. (in press)
A New Annulus-based Distribution Algorithm for Scalable IoT-driven LoRa Networks
Long-Range (LoRa) has been a major avenue for deploying the Internet of Things (IoT) in large scale environments due to its long-scale connection, energy efficiency, and cost-...

Secure Lightweight Stream Data Outsourcing for Internet of Things

Journal Article
Peng, S., Zhao, L., Al-Dubai, A., Zomaya, A., Hu, J., Min, G., & Wang, Q. (in press)
Secure Lightweight Stream Data Outsourcing for Internet of Things. IEEE Internet of Things Journal,
The epoch of the Internet of Things (IoT) has come by enabling almost everything to gather and share electronic information. Considering the unreliable factors of public IoT, ...

Stratified Opposition-Based Initialization for Variable-Length Chromosome Shortest Path Problem Evolutionary Algorithms

Journal Article
Ghanami, A., Li, . J., Hawbani, A., & Al-Dubai, A. (2021)
Stratified Opposition-Based Initialization for Variable-Length Chromosome Shortest Path Problem Evolutionary Algorithms. Expert Systems with Applications, 170, https://doi.org/10.1016/j.eswa.2020.114525
Initialization is the first and a major step in the implementation of evolutionary algorithms (EAs). Although there are many common general methods to initialize EAs such as t...

Novel Online Sequential Learning-based Adaptive Routing for Edge Software-Defined Vehicular Networks

Journal Article
Zhao, L., Zhao, W., Hawbani, A., Al-Dubai, A., Min, G., Zomaya, A., & Gong, C. (in press)
Novel Online Sequential Learning-based Adaptive Routing for Edge Software-Defined Vehicular Networks. IEEE Transactions on Wireless Communications,
To provide efficient networking services at the edge of Internet-of-Vehicles (IoV), Software-Defined Vehicular Network (SDVN) has been a promising technology to enable intelli...

A New Mobility Aware Duty Cycling and Dynamic Preambling Algorithm for Wireless Sensor Network

Conference Proceeding
Thomson, C., Wadhaj, I., Al-Dubai, A., & Tan, Z. (2020)
A New Mobility Aware Duty Cycling and Dynamic Preambling Algorithm for Wireless Sensor Network. In 2020 IEEE 6th World Forum on Internet of Things (WF-IoT). https://doi.org/10.1109/WF-IoT48130.2020.9221036
The issue of energy holes, or hotspots, in wireless sensor networks is well referenced. As is the proposed mobilisa-tion of the sink node in order to combat this. However, as ...

Novel Architecture and Heuristic Algorithms for Software-Defined Wireless Sensor Networks

Journal Article
Hawbani, A., Wang, X., Zhao, L., Al-Dubai, A., Min, G., & Busaileh, O. (in press)
Novel Architecture and Heuristic Algorithms for Software-Defined Wireless Sensor Networks. IEEE/ACM Transactions on Networking, https://doi.org/10.1109/TNET.2020.3020984
This article extends the promising software-defined networking technology to wireless sensor networks to achieve two goals: 1) reducing the information exchange between the co...

Machine Learning-driven Optimization for Intrusion Detection in Smart Vehicular Networks

Journal Article
Alsarhan, A., Al-Ghuwairi, A., Almalkaw, I., Alauthman, M., & Al-Dubai, A. (in press)
Machine Learning-driven Optimization for Intrusion Detection in Smart Vehicular Networks. Wireless Personal Communications, https://doi.org/10.1007/s11277-020-07797-y
An essential element in the smart city vision is providing safe and secure journeys via intelligent vehicles and smart roads. Vehicular ad hoc networks (VANETs) have played a ...