Carbon-Aware Machine Learning: A Case Study on Cellular Traffic Forecasting with Spiking Neural Networks. - Theodoros Tsiolakis; Nikolaos Pavlidis; Vasileios Perifanis; Pavlos S. Efraimidis (AIAI (3), 2024)

Evaluation of Bio-Inspired Models under Different Learning Settings For Energy Efficiency in Network Traffic Prediction. - Theodoros Tsiolakis; Nikolaos Pavlidis; Vasileios Perifanis; Pavlos S. Efraimidis (CoRR, 2024)

Federated Learning for privacy-Friendly Health Apps: A Case Study on Ovulation Tracking. - Nikolaos Pavlidis; Andreas Sendros; Theodoros Tsiolakis; Periklis Kostamis; Christos Karasoulas; Eleni Briola; Christos Chrysanthos Nikolaidis; Vasileios Perifanis; George Drosatos; Eleftheria Katsiri; Despina Elisavet Filippidou; Anastasios Manos; et al. (J. Sens. Actuator Networks, 2025)