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

11573/1712967 - 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 (ita)

libro: CEUR Workshop Proceedings - ()

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 (1) - scopus: 2-s2.0-85180554761 (7)

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 - ()