Session of September 28, 2021 1. Dr. Ing. Donato Cappetta. Academic supervisor: Nicola Russo. Ethical Challenges in Data Science ; ( slides ). 2. Dr. Francesco De Cicco. Academic supervisor: Roberta Siciliano. Interpretability of deep neural networks for computer vision and its ethical ramifications in machine learning ; ( slides ). 3. Dr. Italo Alberto Ferrante. Academic supervisor: Giuseppe Longo; internship supervisor: Dr. Salvatore Palange (FLUEL - Bologna). Web-application to forecast airborne particulate matter level with deep learning algorithms. 4. Dr. Luigi Laezza. Academic supervisor: Elio Masciari; internship in Sensoria Health. Deep Learning in Computer Vision: Improvement of Pressure Sock Gait Analysis; ( slides ). 5. Dr. Antonio Nappa. Academic supervisor: Roberta Siciliano; Internship supervisor Dr. Marco Quartulli (Vicomtech - Spain). How Statistics can improve Deep Learning flaws: Probabilistic Bayesian Neural Networks ; ( slides ). 6. Dr. Christian Riccio. Academic supervisor: Giuseppe Longo; internship supervisor: Dr. Gaetano zazzaro (CIRA - Caserta). Portability analysis for epileptic seizure detection with machine learning methods ; ( slides ).
Session of October 28, 2021 1. Dr.Antonio Elia Pascarella. Academic supervisor: Giuseppe Longo, trainesheep supervisor: Dr Tobias Haeking - DLR (D). Neural Sequence Analysis Toolbox .