Dr. Abdelmounaam Rezgui
Professor
Office
OU Old Union 104
Office Phone
Email
- About
- Education
- Awards & Honors
- Selected Research
Current Courses
IT 444.001 Data Analytics and Mining
IT 276.003 Data Communications
IT 276.004 Data Communications
Research Interests & Areas
Applied AI/ML
Cybersecurity
Blockchain
Health Informatics
Networking
Ph D Computer Science
Virginia Tech
Blacksburg, VA, USA
MS Computer Science
Purdue University
West Lafayette, IN, USA
CAST Outstanding Researcher Award - Tenured
CAST - ILSTU
2025
IEEE Senior Member
IEEE
2023
Faculty Research Award
School of Information Technology, Illinois State University
2023
Grants and Contracts
Enabling AI-Powered Personalized Learning for Neurodivergent Students through Physiological Monitoring and Cognitive Profiling
Abdelmounaam Rezgui, Elahe Javadi, Elham Buxton.
Illinois Innovation Network. October 1 2025 - September 30 2027
Exploring the Use of Generative AI in Generating Synthetic Spatiotemporal Data
Abdelmounaam Rezgui.
School of IT. July 1 2024 - June 30 2025
Cloud-based Health Monitoring through Personalized Machine Learning (SRG)
Abdelmounaam Rezgui.
School of Information Technology. May 2023 - April 2024
Cost-effective Road Maintenance through ML and Optimization Methods
Abdelmounaam Rezgui, Moussa Ayyash.
Illinois Innovation Network (IIN). 2023 - 2024
Cost-effective Road Maintenance through Machine Learning and Optimization Methods
Abdelmounaam Rezgui, Moussa Ayyash.
Illinois Innovation Network. April 11 2023 - May 31 2024
Cost-effective Road Maintenance through ML and Optimization Method
Abdelmounaam Rezgui.
SIT. 2022 - 2022
Cloud-based Health Monitoring through Personalized Machine Learning
Abdelmounaam Rezgui.
CAST. July 1 2021 - June 30 2022
Scaling the Internet to the Things: Combining Named Data Networking and Software-Defined Networking to Support the Next 50 Billon IoT Devices
Abdelmounaam Rezgui.
School of Information Technology. April 13 2021
Conference Proceeding
On the Causality between Cognitive Stress and Physiological Stress: The Stroop Test as a Case Study
Abdelmounaam Rezgui.
Adjunct Proceedings of the 33rd ACM Conference on User Modeling, Adaptation and Personalization, 495-502, (2025)
RoadProbe: A Machine Learning-based System for Predictive Road Maintenance
Abdelmounaam Rezgui, Yashwanth Sai Rachala, Moussa Ayyash.
10th International Symposium on IoT and Cloud Continuum (IoT2C), (2024)
Predicting Out-of-Hospital Vital Sign Measurements through Deep Learning
Khalid Alghatani, Abdelmounaam Rezgui, Nariman Ammar.
(2023)
Scaling Personalized Machine Learning through DTW Clustering: Predicting Glycemia Levels as an Example
Abdelmounaam Rezgui.
(2023)
A Distributed Large Graph Coloring Algorithm on Giraph
Assia Brighen, Hachem Slimani, Abdelmounaam Rezgui, Hamamache Kheddouci.
5th International Conference on Cloud Computing and Artificial Intelligence: Technologies and Applications (CloudTech), (2020)
Better Edges not Bigger Graphs: An Interaction-Driven Friending Algorithm for the Next-Generation Social Networks
Aadil Alshammari, Abdelmounaam Rezgui.
5th International Conference on Cloud Computing and Artificial Intelligence: Technologies and Applications (CloudTech), (2020)
POX-PLUS: An SDN Controller with Dynamic Shortest Path Routing
Muteb Alshammari, Abdelmounaam Rezgui.
IEEE Conference on Cloud Networking (CloudNet), (2020)
A Cloud-based Intelligent Remote Patient Monitoring Architecture
Khalid Alghatani, Abdelmounaam Rezgui.
International Conference on Health Informatics & Medical Systems (HIMS), (2019)
Min-Edge P-cycles: An Ecient Approach for Computing P-cycles in Optical Data Center Networks
Amir Mirzaeinia, Abdelmounaam Rezgui, Zaki Malilk, Mehdi Mirzaeinia.
International Conference on Cloud Computing (CLOUD)/Springer, (2019)
Journal Article
Giraph-Based Distributed Algorithms for Coloring Large-Scale Graphs
Assia Brighen, Asma Chouikh, Hamida Ikhlef, Hachem Slimani, Abdelmounaam Rezgui, Hamamache Kheddouci.
International Journal of Parallel Programming / Springer US, 53 (1), (2025)
A decentralized blockchain-based authentication scheme for cross-communication in IoT networks
Mahmoud Chaira, Sofiane Aouag, Hadda Cherroun, Bouziane Brik, Abdelmounaam Rezgui.
Cluster Computing/Springer US, 27 (3), 2505-2523, (2024)
A new distributed graph coloring algorithm for large graphs
Assia Brighen, Hachem Slimani, Abdelmounaam Rezgui, Hamamache Kheddouci.
Cluster Computing/Spring US, 27 (1), 875-891, (2024)
Epilepsy-Net: attention-based 1D-inception network model for epilepsy detection using one-channel and multi-channel EEG signals
Abdelhamid Lebal, Abdelouahab Moussaoui, Abdelmounaam Rezgui.
Multimedia Tools and Applications/Spring US, 82 (11), (2023)
A Brief Review on Mathematical Tools Applicable to Quantum Computing for Modelling and Optimization Problems in Engineering
Yousra Mahmoudi, Nadjet Zioui, Hacène Belbachir, Mohamed Tadjine, Abdelmounaam Rezgui.
Emerging Science Journal/Ital Publication, 7 (1), 289-312, (2022)
Epilepsy-Net: attention-based 1D-inception network model for epilepsy detection using one-channel and multi-channel EEG signals
Abdelhamid Lebal, Abdelouahab Moussaoui, Abdelmounaam Rezgui.
Multimedia Tools and Applications/Springer, 1-23, (2022)
Precision Clinical Medicine through Machine Learning: Using High and Low Quantile Ranges of Vital Signs for Risk Stratification of ICU Patients
Khalid Alghatani, Nariman Ammar, Abdelmounaam Rezgui, Arash Shaban-Nejad.
IEEE Access/IEEE, 10, (2022)
Product Weighted Taxonomy Extraction using Twitter
Zaki Malik, Khayyam Hashmi, Erfan Najmi, M. Mustafa Rafique, Abdelmounaam Rezgui.
International Journal of Business and Information Systems (IJBIS), 39 (4), 497-515, (2022)
A Comparative Study of Performances Between the Sliding Modes and the Trust Control Strategies for an Articulated Robotic Arm Position Control
Nadjet Zioui, Aicha Mahmoudi, Yousra Mahmoudi, Abdelmounaam Rezgui.
International Journal of Mechanical & Mechatronics Engineering, 21 (1), (2021)
Predicting Intensive Care Unit Length of Stay and Mortality Using Patient Vital Signs: Machine Learning Model Development and Validation.
K Alghatani, Nariman Ammar, Abdelmounaam Rezgui, A Shaban-Nejad.
JMIR medical informatics, 9 (5), e21347, (2021), 10.2196/21347
A Single-Source Shortest Path Algorithm for Dynamic Graphs
Muteb Alshammari, Abdelmounaam Rezgui.
International Journal of Graphs and Combinatorics, 17 (3), (2020)
An All Pairs Shortest Path Algorithm for Dynamic Graphs
Muteb Alshammari, Abdelmounaam Rezgui.
International Journal of Mathematics and Computer Science, 15 (1), 347–365, (2020)
CloudFinder: A System for Processing Big Data Workloads on Volunteered Federated Clouds
Abdelmounaam Rezgui, Nicholas Davis, Zaki Malik, Brahim Medjahed, Hamdy Soliman.
6 (2), 347-358, (2020)
What is a remote sensing change detection technique? Towards a conceptual framework
Hayet Si Salah, Sally E. Goldin, Abdelmounaam Rezgui, Bachari Nour El Islam, Samy Ait-Aoudia.
International Journal of Remote Sensing, 1-25, (2020)
CIDF: A Clustering-Based Interaction-Driven Friending Algorithm for the Next-Generation Social Networks
Aadil Alshammari, Abdelmounaam Rezgui.
IEEE Access, 7, (2019)
Change Detection in Urban Areas from Remote Sensing Data: A Multidimensional Classification Scheme
Hayet Si Salah, Samy Ait Aoudia, Abdelmounaam Rezgui, Sally E. Goldin.
International Journal of Remote Sensing, 40 (17), 6635-6679, (2019)
Listing all maximal cliques in large graphs on vertex centric model
Assia Brighen, Hachem Slimani, Abdelmounaam Rezgui, Hamamache Kheddouci.
The Journal of Supercomputing, 75 (8), 4918-4946, (2019)
LoEM: Improving Load Balancing for MapReduce-based Entity Matching
Khadidja Midoun, Malik Loudini, Walid-Khaled Hidouci, Abdelmounaam Rezgui.
International Journal of Artificial Intelligence, 17 (2), 217-235, (2019)
Wisdom Extraction in Knowledge-based Information Systems
Zaki Malik, Khayyam Hashmi, Erfan Najmi, Abdelmounaam Rezgui.
Journal of Knowledge Management, 23 (1), (2019)
Technical Report
An SDN Testbed for ML Experimental Research in Chap.4: Potential Midscale Experimental Research Infrastructures
Abdelmounaam Rezgui.
MERIF Workshop Report to NSF on Future Midscale Experimental Research Infrastructures, (2020)
Presentations
RoadProbe: A Machine Learning-based System for Predictive Road Maintenance
Abdelmounaam Rezgui.
10th International Symposium on IoT and Cloud Continuum (IoT2C), Vienna, Austria, August, 2024
Scaling Personalized Machine Learning through DTW Clustering: Predicting Glycemia Levels as an Example
Abdelmounaam Rezgui.
IEEE Conference on Big Data, Sorrento, Italy, December 17, 2023
Predicting Out-of-Hospital Vital Sign Measurements through Deep Learning
Abdelmounaam Rezgui.
3rd IEEE International Conference on ICT Solutions for eHealth (ICTS4eHealth), Tunis, Tunisia, July 9, 2023
Cloud-based Intelligent Remote Patient Monitoring
Abdelmounaam Rezgui.
CloudTech 2020 : The 5th International Conference on Cloud Computing and Artificial Intelligence: Technologies and Applications, Online, November 24, 2020
Towards Midscale Experimental Research Infrastructures that Support Intelligent, Self-configurable, Software-Defined Networks,
Abdelmounaam Rezgui.
NSF Future Experimental Research Infrastructures Workshop, Miami, FL, January 7, 2020