PNMLR: Enhancing Route Recommendations With Personalized Preferences Using Graph Attention Networks.

Valerio Ponzi

Valerio Ponzi Ludovico Comito Christian Napoli 0001 PNMLR: Enhancing Route Recommendations With Personalized Preferences Using Graph Attention Networks. 57465-57475 2025 13 IEEE Access https://doi.org/10.1109/ACCESS.2025.3555049 db/journals/access/access13.html#PonziCN25 streams/journals/access

Valerio Ponzi Christian Napoli 0001 Graph Neural Networks: Architectures, Applications, and Future Directions. 62870-62891 2025 13 IEEE Access https://doi.org/10.1109/ACCESS.2025.3558752 db/journals/access/access13.html#PonziN25 streams/journals/access

Emanuele Iacobelli Valerio Ponzi Adriano Puglisi Oleksandr Kuznetsov Katarzyna Nieszporek Cristian Randieri Christian Napoli 0001 Lightweight Anomaly Detection for IoT: Evaluating Machine Learning and Deep Learning Models on CICIDS2017. 25-37 2025 ICAISC (3) https://doi.org/10.1007/978-3-032-03711-4_3 conf/icaisc/2025-3 db/conf/icaisc/icaisc2025-3.html#IacobelliPPKNRN25 streams/conf/icaisc Daniele Galletti Valerio Ponzi Samuele Russo A Multimodal Visual Sentiment Analysis Framework Enhanced With Feature Pyramid Networks. 55-63 2025 ICYRIME https://ceur-ws.org/Vol-3984/p06.pdf conf/icyrime/2025 db/conf/icyrime/icyrime2025.html#GallettiPR25 Valerio Ponzi Samuele Russo Janusz T. Starczewski Imad Eddine Tibermacine Christian Napoli 0001 Next Point of Interest Prediction Using Graph Attention Networks and Cognitive Navigational Styles. 1-7 2025 IJCNN https://doi.org/10.1109/IJCNN64981.2025.11228552 conf/ijcnn/2025 db/conf/ijcnn/ijcnn2025.html#PonziRSTN25 streams/conf/ijcnn Samuele Russo Simone Tondi Valerio Ponzi A Regression Model For Alzheimer's Disease Progression Using The ADNI Database. 16-23 2025 SYSTEM https://ceur-ws.org/Vol-3992/p02.pdf conf/system/2025 db/conf/system/system2025.html#RussoTP25 Pasquale Santaniello Valerio Ponzi Roberta Avanzato Deep Learning Algorithms for Fragmented Solid Objects Classification. 51-58 2025 SYSTEM https://ceur-ws.org/Vol-3992/p06.pdf conf/system/2025 db/conf/system/system2025.html#SantanielloPA25 Emanuele Iacobelli Davide Pelella Valerio Ponzi Samuele Russo Christian Napoli 0001 A Fast and Accessible Neural Network Based Eye-Tracking System for Real-Time Psychometric and HCI Applications. 32-41 2024 SYSTEM https://ceur-ws.org/Vol-3870/p05.pdf conf/system/2024 db/conf/system/system2024.html#IacobelliPPR024

Emanuele Iacobelli Valerio Ponzi Samuele Russo Christian Napoli 0001 Eye-Tracking System with Low-End Hardware: Development and Evaluation. 644 2023 14 Inf. 12 https://doi.org/10.3390/info14120644 db/journals/information/information14.html#IacobelliPRN23

Christian Napoli 0001 Christian Napoli 0002 Valerio Ponzi Adriano Puglisi Samuele Russo Imad Eddine Tibermacine Exploiting Robots as Healthcare Resources for Epidemics Management and Support Caregivers (short paper). 1-10 2023 AIRO@AI*IA https://ceur-ws.org/Vol-3686/short1.pdf conf/aiia/2023airo db/conf/aiia/airo2023.html#00010PPRT23 Valerio Ponzi Giorgio De Magistris Exploring Brain Tumor Segmentation and Patient Survival: An Interpretable Model Approach. 1-8 2023 ICYRIME https://ceur-ws.org/Vol-3684/p01.pdf conf/icyrime/2023 db/conf/icyrime/icyrime2023.html#PonziM23 Valerio Ponzi Adriano Puglisi Enhancing Efficiency and Safety Through Autonomous Navigation in the Intensive Care Unit. 60-69 2023 ICYRIME https://ceur-ws.org/Vol-3684/p10.pdf conf/icyrime/2023 db/conf/icyrime/icyrime2023.html#PonziP23 Giorgio Leporoni Valerio Ponzi Francesco Pro Christian Napoli 0001 Distance Estimation of Fixed Objects in Driving Environments. 17-24 2023 SYSTEM https://ceur-ws.org/Vol-3695/p03.pdf conf/system/2023 db/conf/system/system2023.html#LeporoniPP023 Christian Marinoni Valerio Ponzi Danilo Comminiello DPPL Hallway Tracker: Hospital Contact Tracing During the COVID-19 Pandemic. 51-61 2023 SYSTEM https://ceur-ws.org/Vol-3695/p07.pdf conf/system/2023 db/conf/system/system2023.html#MarinoniPC23 Francesca Fiani Valerio Ponzi Samuele Russo Keeping Eyes on the Road: Understanding Driver Attention and Its Role in Safe Driving. 85-95 2023 SYSTEM https://ceur-ws.org/Vol-3695/p11.pdf conf/system/2023 db/conf/system/system2023.html#FianiPR23 Valerio Ponzi Samuele Russo Agata Wajda Christian Napoli 0001 A Comparative Study of Machine Learning Approaches for Autism Detection in Children from Imaging Data. 9-15 2022 ICYRIME https://ceur-ws.org/Vol-3398/p02.pdf conf/icyrime/2022 db/conf/icyrime/icyrime2022.html#PonziRWN22 Valerio Ponzi Emanuele Iacobelli Christian Napoli 0001 Janusz T. Starczewski A Real-time Hand Gesture Recognition System for Human-Computer and Human-Robot Interaction. 52-58 2022 ICYRIME https://ceur-ws.org/Vol-3398/p08.pdf conf/icyrime/2022 db/conf/icyrime/icyrime2022.html#PonziINS22 Valerio Ponzi Samuele Russo Agata Wajda Rafal Brociek Christian Napoli 0001 Analysis of Pre and Post COVID-19 Pandemic Rorschach Test Data of Using EM Algorithms and GMM Models. 53-63 2022 SYSTEM https://ceur-ws.org/Vol-3360/p08.pdf conf/system/2022 db/conf/system/system2022.html#PonziRWBN22 Valerio Ponzi Samuele Russo Valerio Bianco Christian Napoli 0001 Agata Wajda Psychoeducative Social Robots for an Healthier Lifestyle using Artificial Intelligence: a Case-Study. 26-33 2021 ICYRIME https://ceur-ws.org/Vol-3118/p04.pdf conf/icyrime/2021 db/conf/icyrime/icyrime2021.html#PonziRBNW21 Nguyen Ngoc Dat Valerio Ponzi Samuele Russo Francesco Vincelli Supporting Impaired People with a Following Robotic Assistant by means of End-to-End Visual Target Navigation and Reinforcement Learning Approaches. 51-63 2021 ICYRIME https://ceur-ws.org/Vol-3118/p08.pdf conf/icyrime/2021 db/conf/icyrime/icyrime2021.html#DatPRV21 Roberta Avanzato Valerio Bianco Rafal Brociek Ludovico Comito Danilo Comminiello Nguyen Ngoc Dat Francesca Fiani Daniele Galletti Emanuele Iacobelli Oleksandr Kuznetsov Giorgio Leporoni Giorgio De Magistris Christian Marinoni Christian Napoli 0001 Christian Napoli 0002 Katarzyna Nieszporek Davide Pelella Francesco Pro Adriano Puglisi Cristian Randieri Samuele Russo Pasquale Santaniello Janusz T. Starczewski Imad Eddine Tibermacine Simone Tondi Francesco Vincelli Agata Wajda