World's Best Scientists 2026 revealed!

D-Index & Metrics

Computer Science

D-Index
53
Citations
13310
World Ranking
4760
National Ranking
191

Electronics and Electrical Engineering

D-Index
47
Citations
8986
World Ranking
3218
National Ranking
147

Overview

Abdallah Shami is affiliated with Western University Canada and has a substantial publication record in the fields of Computer Science and Engineering. Their research primarily focuses on subfields such as Computer Networks and Communications, Electrical and Electronic Engineering, and Artificial Intelligence.

Their academic work spans several main research topics, including:

  • Software-Defined Networks and 5G
  • Network Security and Intrusion Detection
  • IoT and Edge/Fog Computing
  • Anomaly Detection Techniques and Applications
  • Vehicular Ad Hoc Networks (VANETs)
  • Advanced Malware Detection Techniques
  • Software System Performance and Reliability

Shami has contributed to numerous research papers published in prominent venues. Some of the recent notable papers include:

  • "On hyperparameter optimization of machine learning algorithms: Theory and practice," 2020, Neurocomputing
  • "MTH-IDS: A Multitiered Hybrid Intrusion Detection System for Internet of Vehicles," 2021, IEEE Internet of Things Journal
  • "Multi-Stage Optimized Machine Learning Framework for Network Intrusion Detection," 2020, IEEE Transactions on Network and Service Management
  • "Student Engagement Level in an e-Learning Environment: Clustering Using K-means," 2020, American Journal of Distance Education
  • "Systematic ensemble model selection approach for educational data mining," 2020, Knowledge-Based Systems

A significant portion of Shami's articles has been published in venues such as:

  • arXiv (Cornell University)
  • IEEE Transactions on Network and Service Management
  • IEEE Communications Magazine
  • IEEE Access
  • 2021 IEEE Global Communications Conference (GLOBECOM)

Throughout their career, Shami has collaborated frequently with a number of co-authors, with the most recurring collaborators being:

  • Dimitrios Michael Manias
  • Li Yang
  • Abdallah Moubayed
  • Ibrahim Shaer
  • Ali Chouman

The breadth of Abdallah Shami's research includes the integration of machine learning techniques in network intrusion detection, optimization frameworks for security systems, and applications of clustering in educational environments. Their work on multitiered hybrid intrusion detection systems and anomaly detection particularly aligns with current technological demands in IoT environments and vehicular networks.

Best Publications

  • On Hyperparameter Optimization of Machine Learning Algorithms: Theory and Practice

    Li Yang;Abdallah Shami

  • NFV: state of the art, challenges, and implementation in next generation mobile networks (vEPC)

    Hassan Hawilo;Abdallah Shami;Maysam Mirahmadi;Rasool Asal

  • Software defined networking: State of the art and research challenges

    Manar Jammal;Taranpreet Singh;Abdallah Shami;Rasool Asal

  • MTH-IDS: A Multi-Tiered Hybrid Intrusion Detection System for Internet of Vehicles

    Li Yang;Abdallah Moubayed;Abdallah Shami

  • Tree-Based Intelligent Intrusion Detection System in Internet of Vehicles

    Li Yang;Abdallah Moubayed;Ismail Hamieh;Abdallah Shami

  • Edge-Enabled V2X Service Placement for Intelligent Transportation Systems

    Abdallah Moubayed;Abdallah Shami;Parisa Heidari;Adel Larabi

  • Dynamic Wavelength and Bandwidth Allocation in Hybrid TDM/WDM EPON Networks

    A.R. Dhaini;C.M. Assi;M. Maier;A. Shami

  • Multi-Stage Optimized Machine Learning Framework for Network Intrusion Detection

    MohammadNoor Injadat;Abdallah Moubayed;Ali Bou Nassif;Abdallah Shami

  • Resource allocation in a network-based cloud computing environment: design challenges

    Mohamed Abu Sharkh;Manar Jammal;Abdallah Shami;Abdelkader Ouda

  • Bayesian Optimization with Machine Learning Algorithms Towards Anomaly Detection

    MohammadNoor Injadat;Fadi Salo;Ali Bou Nassif;Aleksander Essex

  • Recursive Principal Component Analysis-Based Data Outlier Detection and Sensor Data Aggregation in IoT Systems

    Tianqi Yu;Xianbin Wang;Abdallah Shami

  • Network Function Virtualization-Aware Orchestrator for Service Function Chaining Placement in the Cloud

    Hassan Hawilo;Manar Jammal;Abdallah Shami

  • E-Learning: Challenges and Research Opportunities Using Machine Learning & Data Analytics

    Abdallah Moubayed;Mohammadnoor Injadat;Ali Bou Nassif;Hanan Lutfiyya

  • Student Engagement Level in an e-Learning Environment: Clustering Using K-Means.

    Abdallah Moubayed;Mohammadnoor Injadat;Abdallah Shami;Hanan Lutfiyya

  • Systematic ensemble model selection approach for educational data mining

    MohammadNoor Injadat;Abdallah Moubayed;Ali Bou Nassif;Ali Bou Nassif;Abdallah Shami

  • Jitter performance in ethernet passive optical networks

    A. Shami;Xiaofeng Bai;C.M. Assi;N. Ghani

  • A Transfer Learning and Optimized CNN Based Intrusion Detection System for Internet of Vehicles

    Unknown

  • A Comprehensive Investigation of Wireless LAN for IEC 61850–Based Smart Distribution Substation Applications

    Palak P. Parikh;Tarlochan S. Sidhu;A. Shami

  • On the fairness of dynamic bandwidth allocation schemes in Ethernet passive optical networks

    Xiaofeng Bai;Abdallah Shami;Chadi Assi

  • A Lightweight Concept Drift Detection and Adaptation Framework for IoT Data Streams

    Li Yang;Abdallah Shami

  • Intra-ONU bandwidth scheduling in Ethernet passive optical networks

    N. Ghani;A. Shami;C. Assi;M.Y.A. Raja

  • Data Mining Techniques in Intrusion Detection Systems: A Systematic Literature Review

    Fadi Salo;Mohammadnoor Injadat;Ali Bou Nassif;Abdallah Shami

  • Optical networking and real-time provisioning: an integrated vision for the next-generation Internet

    C. Assi;A. Shami;M.A. Ali;R. Kurtz

Frequent Co-Authors

Chadi Assi
Chadi Assi Concordia University
Arafat Al-Dweik
Arafat Al-Dweik Khalifa University
Ali Bou Nassif
Ali Bou Nassif University of Sharjah
Xianbin Wang
Xianbin Wang University of Western Ontario
Sudhir Dixit
Sudhir Dixit University of Oulu
Martin Maier
Martin Maier Institut National de la Recherche Scientifique
Sami Muhaidat
Sami Muhaidat Khalifa University
Victor C. M. Leung
Victor C. M. Leung Shenzhen University
Tarlochan S. Sidhu
Tarlochan S. Sidhu University of Ontario Institute of Technology
Hussein T. Mouftah
Hussein T. Mouftah University of Ottawa

If you think any of the details on this page are incorrect, let us know.

Report an issue

We appreciate your kind effort to assist us to improve this page, it would be helpful providing us with as much detail as possible in the text box below:

Related Online Degrees & Career Pathways

Pursuing a degree in Electronics and Electrical Engineering opens diverse career opportunities, many of which can be enhanced by supplementary certifications and skills. For those balancing busy schedules, online schools with multiple start dates provide flexible options to begin studies throughout the year, allowing learners to tailor their education to personal commitments.

Accelerating your career is possible through targeted education like a fast track project management degree online, which equips you with the leadership skills necessary to manage complex engineering projects efficiently. Additionally, certificate programs that pay well can complement your technical knowledge, giving you an edge in specialized areas such as automation, circuit design, or renewable energy systems.

For individuals who thrive in focused, independent work environments, Electronics and Electrical Engineering offers several good paying jobs for introverts, including roles in research, testing, and systems analysis. By combining your core degree with strategic online credentials, you can carve a versatile and rewarding career path tailored to your preferences and lifestyle.

Best Scientists Citing Abdallah Shami

Trending Scientists

Recently Published Articles