VALERIO PONZI

Dottorando

ciclo: XXXVIII
email: ponzi@diag.uniroma1.it
telefono: +39 3469453304
edificio: Department of Computer, Control, and Management Engineering, Via Ariosto, 25, 00185 Roma RM
stanza: B221

supervisore: Christian Napoli
co-supervisore: Paola Bertolazzi

I miei interessi di ricerca sono relativi a:
-)Algoritmi di ottimizzazione e tecniche di Machine Learning per la soluzione di problemi di Bioinformatica e Systems Biology, in particolare analisi di processi biologici e analisi di dati di espressione genica, per la determinazione di geni e proteine, il cui comportamento, singolarmente o in insiemi, possa essere alla base di patologie o possa essere modificato da condizioni particolari, come l'ambiente, o dai farmaci.
-)Sviluppo di nuovi strumenti di supporto per la psicologia, con un particolare interesse nell'utilizzo del Machine Learning e Deep Learning. Questi metodi avanzati possono fornire potenti strumenti per analizzare dati psicologici complessi e identificare modelli che potrebbero non essere immediatamente evidenti utilizzando tecniche statistiche tradizionali.

Produzione scientifica

11573/1737773 - 2025 - PNMLR: Enhancing Route Recommendations With Personalized Preferences Using Graph Attention Networks

Ponzi, V.; Comito, L.; Napoli, C. - 01a Articolo in rivista

rivista: IEEE ACCESS (Piscataway NJ: Institute of Electrical and Electronics Engineers) pp. 57465-57475 - issn: 2169-3536 - wos: WOS:001459579400021 (0) - scopus: 2-s2.0-105002564094 (0)

11573/1737772 - 2025 - Graph Neural Networks: Architectures, Applications, and Future Directions

Ponzi, V.; Napoli, C. - 01a Articolo in rivista

rivista: IEEE ACCESS (Piscataway NJ: Institute of Electrical and Electronics Engineers) pp. 62870-62891 - issn: 2169-3536 - wos: WOS:001468764100003 (0) - scopus: 2-s2.0-105003123703 (0)

11573/1730662 - 2024 - A Fast and Accessible Neural Network Based Eye-Tracking System for Real-Time Psychometric and HCI Applications

Iacobelli, E.; Pelella, D.; Ponzi, V.; Russo, S.; Napoli, C. - 04b Atto di convegno in volume

congresso: 10th Scholar's Yearly Symposium of Technology, Engineering and Mathematics, SYSTEM 2024 (Rome; Italy)

libro: SYSTEM 2024. Proceedings of the 10th Scholar’s Yearly Symposium of Technology, Engineering and Mathematics - ()

11573/1712967 - 2024 - Exploiting Robots as Healthcare Resources for Epidemics Management and Support Caregivers

Napoli, C.; Napoli, C.; Ponzi, V.; Puglisi, A.; Russo, S.; Tibermacine, I. E. - 04b Atto di convegno in volume

congresso: 10th Italian Workshop on Artificial Intelligence and Robotics, AIRO 2023 (Roma; Italia)

libro: AIRO 2023 Artificial Intelligence and Robotics 2023 - ()

11573/1715968 - 2023 - Keeping Eyes on the Road: Understanding Driver Attention and Its Role in Safe Driving

Fiani, Francesca; Ponzi, Valerio; Russo, Samuele - 04b Atto di convegno in volume

congresso: 9th Scholar's Yearly Symposium of Technology, Engineering and Mathematics, SYSTEM 2023 (Roma; Italy)

libro: Proceedings of the 9th Scholar’s Yearly Symposium of Technology, Engineering and Mathematics (SYSTEM 2023), Rome, Italy, December 3-6, 2023 - ()

11573/1698263 - 2023 - Eye-Tracking System with Low-End Hardware: Development and Evaluation

Iacobelli, E.; Ponzi, V.; Russo, S.; Napoli, C. - 01a Articolo in rivista

rivista: INFORMATION (Basel: Molecular Diversity Preservation International) pp. - - issn: 2078-2489 - wos: WOS:001131325000001 (3) - scopus: 2-s2.0-85180554761 (23)

11573/1714737 - 2023 - Distance Estimation of Fixed Objects in Driving Environments

Leporoni, G.; Ponzi, V.; Pro, F.; Napoli, C. - 04b Atto di convegno in volume

congresso: 9th Scholar's Yearly Symposium of Technology, Engineering and Mathematics, SYSTEM 2023 (Roma; Italia)

libro: SYSTEM 2023 9th Scholar’s Yearly Symposium of Technology, Engineering and Mathematics 2023 - ()

11573/1715972 - 2023 - DPPL hallway tracker: hospital contact tracing during the COVID-19 pandemic

Marinoni, Christian; Ponzi, Valerio; Comminiello, Danilo - 04b Atto di convegno in volume

congresso: 9th Scholar's Yearly Symposium of Technology, Engineering and Mathematics, SYSTEM 2023 (Roma; Italia)

libro: Proceedings of the 9th Scholar’s Yearly Symposium of Technology, Engineering and Mathematics 2023 - ()

11573/1715974 - 2023 - Exploring Brain Tumor Segmentation and Patient Survival: An Interpretable Model Approach

Ponzi, Valerio; De Magistris, Giorgio - 04b Atto di convegno in volume

congresso: 8th International Conference of Yearly Reports on Informatics, Mathematics, and Engineering, ICYRIME 2023 (Napoli; Italy)

libro: ICYRIME 2023 International Conference of Yearly Reports on Informatics, Mathematics, and Engineering - ()

11573/1715962 - 2023 - Enhancing Efficiency and Safety Through Autonomous Navigation in the Intensive Care Unit

Ponzi, Valerio; Puglisi, Adriano - 04b Atto di convegno in volume

congresso: 8th International Conference of Yearly Reports on Informatics, Mathematics, and Engineering, ICYRIME 2023 (Napoli; Italia)

libro: ICYRIME 2023 International Conference of Yearly Reports on Informatics, Mathematics, and Engineering - ()

11573/1683653 - 2022 - A Real-time Hand Gesture Recognition System for Human-Computer and Human-Robot Interaction

Ponzi, V.; Iacobelli, E.; Napoli, C.; Starczewski, J. - 04b Atto di convegno in volume

congresso: 2022 International Conference of Yearly Reports on Informatics, Mathematics, and Engineering, ICYRIME 2022 (Catania; Italy)

libro: ICYRIME 2022 Yearly Reports on Informatics, Mathematics, and Engineering Proceedings of the International Conference of Yearly Reports on Informatics, Mathematics, and Engineering Catania, Italy, August 26-29, 2022 - ()

11573/1683652 - 2022 - A Comparative Study of Machine Learning Approaches for Autism Detection in Children from Imaging Data

Ponzi, V.; Russo, S.; Wajda, A.; Napoli, C. - 04b Atto di convegno in volume

congresso: 2022 International Conference of Yearly Reports on Informatics, Mathematics, and Engineering, ICYRIME 2022 (Catania; Italy)

libro: Proceedings of the International Conference of Yearly Reports on Informatics, Mathematics, and Engineering (ICYRIME 2022) - ()

11573/1684839 - 2022 - Analysis pre and post covid-19 pandemic rorschach test data of using em algorithms and gmm models

Ponzi, Valerio; Russo, Samuele; Agata, Wajda; Rafa, Brociek; Napoli, Christian - 04b Atto di convegno in volume

congresso: SYSYEM 2022: 8th Scholar’s Yearly Symposium of Technology, Engineering and Mathematics (Brunico; Italy)

libro: Proceedings of the Scholar’s Yearly Symposium of Technology, Engineering and Mathematics Brunek - ()

11573/1684741 - 2021 - Supporting impaired people with a following robotic assistant by means of end-to-end visual target navigation and reinforcement learning approaches

Ngoc Dat, Nguyen; Ponzi, Valerio; Russo, Samuele; Vincelli, Francesco - 04b Atto di convegno in volume

congresso: 2021 International Conference of Yearly Reports on Informatics, Mathematics, and Engineering, ICYRIME 2021 (Virtual; Online)

libro: Proceedings of the International Conference of Yearly Reports on Informatics, Mathematics and Engineering - ()

11573/1684835 - 2021 - Psychoeducative social robots for an healthier lifestyle using artificial intelligence: a case-study

Ponzi, Valerio; Russo, Samuele; Bianco, Valerio; Napoli, Christian; Agata, Wajda - 04b Atto di convegno in volume

congresso: ICYRIME 2021 International Conference of Yearly Reports on Informatics Mathematics, and Engineering 2021 2021 International Conference of Yearly Reports on Informatics, Mathematics, and Engineering, ICYRIME 2021 (Virtual; Online)

libro: Proceedings of the International Conference of Yearly Reports on Informatics, Mathematics and Engineering - ()