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Home  ›  Academics  ›  Faculty

Prof. Sameh Ghwanmeh


Professor / Dean of CMMC

Prof. Sameh Ghwanmeh

Prof. Sameh Ghwanmeh

Professor / Dean of CMMC

Academic Affairs

44

Publications

311

Citations

9

h-index

Research data from Scopus · updated 25 Oct 2026

Biography

About Prof. Sameh Ghwanmeh

Received many national and international awards, including: Royal certificate and Shield honor from HM King Abdullah bin Al-Hussein, Jordan, 2005, Royal certificate and Shield honor from HM King Abdullah bin Al-Hussein, Jordan, 2007, Best lecturer at the college level, Yarmouk University, 2009, Scholarship from Yarmouk University to study M.Sc. and Ph.D. in UK, 1992-1996, First prize of the fifth computerization essay context, 1991, CICC, Japan, and award of EU Mediterranean Network for Unified Distance Learning Project.

Research

Publications

Journal(12)
  1. Feature Reduction and Anomaly Detection in IoT Using Machine Learning Algorithms2025 · 9 citations
  2. Phishing detection using grey wolf and particle swarm optimizer2024 · 8 citations
  3. A Critical Review of AI-Driven AR Glasses for Realtime Multilingual Communication2024 · 10 citations
  4. Harnessing artificial intelligence for personalized learning: A systematic review2023 · 32 citations
  5. An Improved Breast Cancer Classification Method Using an Enhanced AdaBoost Classifier2023 · 17 citations
  6. The Role of Internet of Things in Smart City Environmental Monitoring: A Pollution Detection System2023 · 2 citations
  7. An innovative information hiding technique utilizing cumulative peak histogram regions2012 · 2 citations
  8. An innovative information hiding technique utilizing cumulative peak histogram regions2012 · 2 citations
  9. A comparison of text-classification techniques applied to arabic text2009 · 51 citations
  10. Interactive and automatic query expansion: A comparative study with an application on Arabic2008 · 7 citations
  11. Enhanced neural networks model based on a single layer linear counterpropagation for prediction and function approximation2006 · 6 citations
  12. Wireless network performance optimization using opnet modeler2006 · 7 citations
Conference Proceeding(25)
  1. A Framework for Intrusion Detection Systems in Wireless Body Area Networks: Improved Systems for Detecting and Mitigating Unauthorized Access to Enhance Network Security2025 · 0 citations
  2. ARIMA-LSTM Hybrid for Predictive Energy Demand Forecasting in Smart Grids2025 · 0 citations
  3. Deep Learning-Based Early Detection of Alzheimer's Disease Using MRI and Cognitive Assessment Data2025 · 0 citations
  4. Efficient Fine-Tuning Strategies for Domainspecific Large Language Models2025 · 0 citations
  5. Enhancing Healthcare Cybersecurity: A Novel Homomorphic Encryption Framework for Cloud-Based Medical Records2025 · 2 citations
  6. Explainable Gradient Boosting Models for Fair Loan Approval Decisions2025 · 0 citations
  7. K-Means Clustering with GIS Integration for Optimal Placement of Electric Vehicle Charging Stations2025 · 0 citations
  8. Leveraging Business Analytics to Drive Technology Transformation in the Era of Digital Disruption2025 · 0 citations
  9. Optimizing IoT Device Communication Using Machine Learning for Real-Time Data Processing in Smart Environments2025 · 1 citation
  10. Predicting Employee Salaries in the Future ERP Systems Using Machine Learning Techniques2025 · 0 citations
  11. Smartphone Applications in Smart Homes: An Overview2025 · 0 citations
  12. The Role of Generative Artificial Intelligence in Advancing Multilingual Intelligent Support Systems2025 · 9 citations
  13. Analytical Study of the Features and Parameters of Off-Angle Iris Image vs. Deep Learning Model2024 · 3 citations
  14. Artificial Intelligence in Account Management: Innovation, Challenges, and Strategic Outlook2024 · 14 citations
  15. Enhancing Cloud Security: A Comprehensive Review of Machine Learning Approaches2024 · 3 citations
  16. Enhancing Food Engineering Through Machine Learning in Analyzing Biomolecular Structures2024 · 0 citations
  17. Leveraging AI for Enhancing Robustness and Optimization in Constraint-Based Job-Shop Scheduling with Operators2024 · 0 citations
  18. Proposal Intelligent Hand Gesture Recognition Using CNN2024 · 1 citation
  19. Transforming Cybersecurity in the Digital Era: The Power of AI2024 · 43 citations
  20. Enhanced algorithm for extracting the root of arabic words2009 · 52 citations
  21. A comparison between interactive and automatic query expansion applied on Arabic language2007 · 4 citations
  22. Enhanced arabic information retrieval system based on arabic text classification2007 · 2 citations
  23. Stemmer algorithm for arabic words based on excessive letter locations2007 · 11 citations
  24. An algorithm for extracting the root of Arabic words2005 · 8 citations
  25. On-line performance evaluation of a self-learning fuzzy logic controller applied to non-linear processes1996 · 4 citations
Book(4)
  1. Justification and Transparency of Automated Security Actions2026 · 0 citations
  2. Understanding User Expectations of Privacy in Enterprise Security Environments2026 · 0 citations
  3. An enhanced text-classification-based Arabic information retrieval system2009 · 1 citation
  4. Enhanced information retrieval evaluation between pseudo relevance feedback and query similarity relevant documents methodology applied on Arabic text2009 · 0 citations
Book Series(3)
  1. Energy-Aware Optimization and Performance Analysis of LoRaWAN for IoT, Edge Computing, and Smart Sensor Systems2026 · 0 citations
  2. Energy-Informatics Driven Self-Calibrating TDMA Algorithm for Energy-Efficient and Reliable Wireless Body Sensor Networks (WBSN)2026 · 0 citations
  3. Leveraging Affordances and Constructivism for Immersive Learning Using Artificial Intelligence, Augmented Reality and Distributed Sensing2026 · 0 citations

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