Isaac Ampratwum
Orcid: 0009-0009-9333-8759Affiliations:
- University of Ottawa, School of Electrical Engineering and Computer Science, Canada
According to our database1,
Isaac Ampratwum authored at least 10 papers
between 2020 and 2026.
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Bibliography
2026
Predictive Maintenance and Reliability in Intelligent 5G Networks Based on Graph Neural Networks.
IEEE Access, 2026
2025
Hybrid Approach for WDM Network Restoration: Deep Reinforcement Learning and Graph Neural Networks.
IEEE Open J. Comput. Soc., 2025
Proceedings of the 49th IEEE Annual Computers, Software, and Applications Conference, 2025
Graph Neural Network-Based Internet Traffic Prediction in 6G Networks with Genetic Algorithm Hyperparameter Optimization.
Proceedings of the 49th IEEE Annual Computers, Software, and Applications Conference, 2025
2024
On Using Genetic Algorithm for Optimal Controller Placement in Software-Defined Networks.
Proceedings of the International Conference on Information Networking, 2024
Optimizing WDM Network Restoration with Deep Reinforcement Learning and Graph Neural Networks Integration.
Proceedings of the 48th IEEE Annual Computers, Software, and Applications Conference, 2024
2023
Proceedings of the International Symposium on Networks, Computers and Communications, 2023
A Genetic Algorithm-Based Improved Availability Framework for Controller Placement in SDN.
Proceedings of the International Symposium on Networks, Computers and Communications, 2023
2020
Proceedings of the 2020 International Symposium on Networks, Computers and Communications, 2020
Proceedings of the IEEE International Black Sea Conference on Communications and Networking, 2020