Graph matching on social networks without any side information. - Charalampos Davalas; Dimitrios Michail 001; Iraklis Varlamis (IEEE BigData, 2019)

TEACHING - Trustworthy autonomous cyber-physical applications through human-centred intelligence. - Davide Bacciu; Siranush Akarmazyan; Eric Armengaud; Manlio Bacco; George Bravos; Calogero Calandra; Emanuele Carlini; Antonio Carta; Pietro Cassarà; Massimo Coppola; Charalampos Davalas; Patrizio Dazzi; et al. (COINS, 2021)

Dependable Integration Concepts for Human-Centric AI-Based Systems. - Georg Macher; Siranush Akarmazyan; Eric Armengaud; Davide Bacciu; Calogero Calandra; Herbert Danzinger; Patrizio Dazzi; Charalampos Davalas; Maria Carmela De Gennaro; Angela Dimitriou; Jürgen Dobaj; Maid Dzambic; et al. (SAFECOMP Workshops, 2021)

Computationally Efficient Rehearsal for Online Continual Learning. - Charalampos Davalas; Dimitrios Michail 001; Christos Diou; Iraklis Varlamis; Konstantinos Tserpes (ICIAP (3), 2022)

A Cloud-based Continual Learning System for Road Sign Classification in Autonomous Driving. - Charalampos Davalas; Dimitrios Michail 001; Iraklis Varlamis; Konstantinos Tserpes (CI4PM/PAI@WCCI, 2022)

Deep Learning for Global Wildfire Forecasting. - Ioannis Prapas; Akanksha Ahuja; Spyros Kondylatos; Ilektra Karasante; Eleanna Panagiotou; Lázaro Alonso; Charalampos Davalas; Dimitrios Michail 001; Nuno Carvalhais; Ioannis Papoutsis (CoRR, 2022)

Seasonal Fire Prediction using Spatio-Temporal Deep Neural Networks. - Dimitrios Michail 001; Lefki-Ioanna Panagiotou; Charalampos Davalas; Ioannis Prapas; Spyros Kondylatos; Nikolaos-Ioannis Bountos; Ioannis Papoutsis (CoRR, 2024)

A rehearsal framework for computational efficiency in online continual learning. - Charalampos Davalas; Dimitrios Michail 001; Christos Diou; Iraklis Varlamis; Konstantinos Tserpes (Appl. Intell., 2024)

Real-Time Quality Monitoring and Anomaly Detection for Vision Sensors in Connected and Autonomous Vehicles. - Elena Politi; Charalampos Davalas; Christos Chronis; George Dimitrakopoulos 001; Dimitrios Michail 001; Iraklis Varlamis (IEEE Access, 2025)

FireCastNet: Earth-as-a-Graph for Seasonal Fire Prediction. - Dimitrios Michail 001; Charalampos Davalas; Lefki-Ioanna Panagiotou; Ioannis Prapas; Spyros Kondylatos; Nikolaos-Ioannis Bountos; Ioannis Papoutsis (CoRR, 2025)