Autoencoder-based Condition Monitoring and Anomaly Detection Method for Rotating Machines. - Sabtain Ahmad; Kevin Styp-Rekowski; Sasho Nedelkoski; Odej Kao (IEEE BigData, 2020)

Communication and Energy Efficient Edge Intelligence. - Sabtain Ahmad (BDCAT, 2022)

FedCD: Personalized Federated Learning via Collaborative Distillation. - Sabtain Ahmad; Atakan Aral (UCC, 2022)

Collaborative Smart Environmental Monitoring Using Flying Edge Intelligence. - T. Tolga Sari; Sabtain Ahmad; Atakan Aral; Gökhan Seçinti (GLOBECOM, 2023)

Hierarchical Federated Transfer Learning: A Multi-Cluster Approach on the Computing Continuum. - Sabtain Ahmad; Atakan Aral (ICMLA, 2023)

Sustainable Environmental Monitoring via Energy and Information Efficient Multinode Placement. - Sabtain Ahmad; Halit Uyanik; Tolga Ovatman; Mehmet Tahir Sandikkaya; Vincenzo De Maio; Ivona Brandic; Atakan Aral (IEEE Internet Things J., 2023)