Supporting Impaired People with a Following Robotic Assistant by means of End-to-End Visual Target Navigation and Reinforcement Learning Approaches. - Nguyen Ngoc Dat; Valerio Ponzi; Samuele Russo; Francesco Vincelli (ICYRIME, 2021)

Psychoeducative Social Robots for an Healthier Lifestyle using Artificial Intelligence: a Case-Study. - Valerio Ponzi; Samuele Russo; Valerio Bianco; Christian Napoli 001; Agata Wajda (ICYRIME, 2021)

A Real-time Hand Gesture Recognition System for Human-Computer and Human-Robot Interaction. - Valerio Ponzi; Emanuele Iacobelli; Christian Napoli 001; Janusz T. Starczewski (ICYRIME, 2022)

A Comparative Study of Machine Learning Approaches for Autism Detection in Children from Imaging Data. - Valerio Ponzi; Samuele Russo; Agata Wajda; Christian Napoli 001 (ICYRIME, 2022)

Analysis of Pre and Post COVID-19 Pandemic Rorschach Test Data of Using EM Algorithms and GMM Models. - Valerio Ponzi; Samuele Russo; Agata Wajda; Rafal Brociek; Christian Napoli 001 (SYSTEM, 2022)

Exploiting Robots as Healthcare Resources for Epidemics Management and Support Caregivers (short paper). - Christian Napoli 001; Christian Napoli 002; Valerio Ponzi; Adriano Puglisi; Samuele Russo; Imad Eddine Tibermacine (AIRO@AI*IA, 2023)

Exploring Brain Tumor Segmentation and Patient Survival: An Interpretable Model Approach. - Valerio Ponzi; Giorgio De Magistris (ICYRIME, 2023)

Enhancing Efficiency and Safety Through Autonomous Navigation in the Intensive Care Unit. - Valerio Ponzi; Adriano Puglisi (ICYRIME, 2023)

Keeping Eyes on the Road: Understanding Driver Attention and Its Role in Safe Driving. - Francesca Fiani; Valerio Ponzi; Samuele Russo (SYSTEM, 2023)

Distance Estimation of Fixed Objects in Driving Environments. - Giorgio Leporoni; Valerio Ponzi; Francesco Pro; Christian Napoli 001 (SYSTEM, 2023)

DPPL Hallway Tracker: Hospital Contact Tracing During the COVID-19 Pandemic. - Christian Marinoni; Valerio Ponzi; Danilo Comminiello (SYSTEM, 2023)

Eye-Tracking System with Low-End Hardware: Development and Evaluation. - Emanuele Iacobelli; Valerio Ponzi; Samuele Russo; Christian Napoli 001 (Inf., 2023)

A Fast and Accessible Neural Network Based Eye-Tracking System for Real-Time Psychometric and HCI Applications. - Emanuele Iacobelli; Davide Pelella; Valerio Ponzi; Samuele Russo; Christian Napoli 001 (SYSTEM, 2024)

A Multimodal Visual Sentiment Analysis Framework Enhanced With Feature Pyramid Networks. - Daniele Galletti; Valerio Ponzi; Samuele Russo (ICYRIME, 2025)

A Regression Model For Alzheimer's Disease Progression Using The ADNI Database. - Samuele Russo; Simone Tondi; Valerio Ponzi (SYSTEM, 2025)

Deep Learning Algorithms for Fragmented Solid Objects Classification. - Pasquale Santaniello; Valerio Ponzi; Roberta Avanzato (SYSTEM, 2025)

PNMLR: Enhancing Route Recommendations With Personalized Preferences Using Graph Attention Networks. - Valerio Ponzi; Ludovico Comito; Christian Napoli 001 (IEEE Access, 2025)

Graph Neural Networks: Architectures, Applications, and Future Directions. - Valerio Ponzi; Christian Napoli 001 (IEEE Access, 2025)