Prototype Selection and Generation with Minority Classes Preservation. - Konstantinos Xouveroudis; Stefanos Ougiaroglou; Georgios Evangelidis 001; Dimitris A. Dervos (IISA, 2021)

Personalisation of Federated Learning Models Through Knowledge Distillation on Decentralised Data. - Ilias Siniosoglou; Konstantinos Xouveroudis; Vasileios Argyriou; Thomas Lagkas; Theocharis Saoulidis; George F. Fragulis; Sotirios K. Goudos; Panagiotis G. Sarigiannidis (GLOBECOM (Workshops), 2023)

Applying Federated Learning on Decentralized Smart Farming: A Case Study. - Ilias Siniosoglou; Konstantinos Xouveroudis; Vasileios Argyriou; Thomas Lagkas; Dimitrios Margounakis; Alexandros-Apostolos A. Boulogeorgos; Panagiotis G. Sarigiannidis (ICC Workshops, 2023)

Evaluating the Effect of Volatile Federated Timeseries on Modern DNNs: Attention over Long/Short Memory. - Ilias Siniosoglou; Konstantinos Xouveroudis; Vasileios Argyriou; Thomas Lagkas; Sotirios K. Goudos; Konstantinos E. Psannis; Panagiotis G. Sarigiannidis (MOCAST, 2023)