Ablation Studies in Activation Maps for Explainable Semantic Segmentation in Industry 4.0. - Rokas Gipiskis; Diletta Chiaro; Daniela Annunziata; Francesco Piccialli (EUROCON, 2023)

On the Dynamics of Non-IID Data in Federated Learning and High-Performance Computing. - Daniela Annunziata; Marzia Canzaniello; Diletta Chiaro; Stefano Izzo; Martina Savoia; Francesco Piccialli (PDP, 2024)

Benchmarking Federated Learning on High-Performance Computing: Aggregation Methods and Their Impact. - Daniela Annunziata; Marzia Canzaniello; Martina Savoia; Salvatore Cuomo; Francesco Piccialli (PDP, 2024)

On the Road to AIoT: A Framework for Vehicle Road Cooperation. - Daniela Annunziata; Diletta Chiaro; Pian Qi; Francesco Piccialli (IEEE Internet Things J., 2025)