Kandaraj Piamrat

Handling Privacy-Sensitive Medical Data With Federated Learning: Challenges and Future Directions

Ons Aouedi, G. Marchetto, K. Piamrat, 2022, IEEE Journal of Biomedical and Health Informatics.

Handling partially labeled network data: A semi-supervised approach using stacked sparse autoencoder

Ons Aouedi, K. Piamrat, Dhruvjyoti Bagadthey, 2022, Comput. Networks.

Empowering Digital Twin for Future Networks with Graph Neural Networks: Overview, Enabling Technologies, Challenges, and Opportunities

Philippe Raipin Parvédy, Ons Aouedi, D. Ngo, 2023, Future Internet.

Radio resource management in emerging heterogeneous wireless networks

Jean-Marie Bonnin, Adlen Ksentini, Kandaraj Piamrat, 2011, Comput. Commun..

Dependability, Interoperability and PerfOrmaNce analYsiS of netwOrkS

Gerardo Rubino, Bruno Sericola, Antoine Boutet, 2007 .

Decision tree-based blending method using deep-learning for network management

Ons Aouedi, B. Parrein, Kandaraj Piamrat, 2022, NOMS 2022-2022 IEEE/IFIP Network Operations and Management Symposium.

Intelligent Traffic Management in Next-Generation Networks

Ons Aouedi, K. Piamrat, B. Parrein, 2022, Future Internet.

FLEXIBLE: Forecasting Cellular Traffic by Leveraging Explicit Inductive Graph-Based Learning

Ons Aouedi, D. Ngo, Kandaraj Piamrat, 2024, 2405.08843.

Federated Learning for Intrusion Detection System: Concepts, Challenges and Future Directions pdf

Praveen Kumar Reddy Maddikunta, Kandaraj Piamrat, Thippa Reddy Gadekallu, 2021, Comput. Commun..

Ensemble-Based Deep Learning Model for Network Traffic Classification

Ons Aouedi, K. Piamrat, B. Parrein, 2022, IEEE Transactions on Network and Service Management.