Publications

Publications by CTM

2022

Communication-efficient hierarchical federated learning for IoT heterogeneous systems with imbalanced data

Authors
Abdellatif, AA; Mhaisen, N; Mohamed, A; Erbad, A; Guizani, M; Dawy, Z; Nasreddine, W;

Publication
Future Generation Computer Systems

Abstract

2022

Dynamic Network Slicing and Resource Allocation for 5G-and-Beyond Networks

Authors
Abdellatif, AA; Mohamed, A; Erbad, A; Guizani, M;

Publication
2022 IEEE Wireless Communications and Networking Conference (WCNC)

Abstract

2022

Deep Reinforcement Learning for Network Selection Over Heterogeneous Health Systems

Authors
Chkirbene, Z; Abdellatif, AA; Mohamed, A; Erbad, A; Guizani, M;

Publication
IEEE Transactions on Network Science and Engineering

Abstract

2022

Multi-Agent Reinforcement Learning for Network Selection and Resource Allocation in Heterogeneous Multi-RAT Networks

Authors
Allahham, MS; Abdellatif, AA; Mhaisen, N; Mohamed, A; Erbad, A; Guizani, M;

Publication
IEEE Transactions on Cognitive Communications and Networking

Abstract

2022

Pervasive AI for IoT Applications: A Survey on Resource-Efficient Distributed Artificial Intelligence

Authors
Baccour, E; Mhaisen, N; Abdellatif, AA; Erbad, A; Mohamed, A; Hamdi, M; Guizani, M;

Publication
IEEE Communications Surveys & Tutorials

Abstract

2022

Clinical Decision Support in the Care of Symptomatic Patients with COVID-19: An Approach Based on Machine Learning and Swarm Intelligence

Authors
Nunes, IB; de Lima, PVSG; Ribeiro, ALQ; Soares, LFF; da Silva Santana, ME; Barcelar, MLT; Gomes, JC; de Lima, CL; de Santana, MA; de Souza, RG; de Freitas Barbosa, VA; de Souza, RE; dos Santos, WP;

Publication
Swarm Intelligence Trends and Applications

Abstract