VALERIO PONZI

PhD Student

PhD program:: XXXVIII
email: ponzi@diag.uniroma1.it
phone: +39 3469453304
building: Department of Computer, Control, and Management Engineering, Via Ariosto, 25, 00185 Roma RM
room: B221

supervisor: Christian Napoli
co-supervisor: Paola Bertolazzi

My research interests are related to:
-)The development and application of optimization algorithms and machine learning techniques to address complex challenges in Bioinformatics and Systems Biology. Specifically, I am interested in using these approaches to analyze biological processes and gene expression data to identify genes and proteins whose behavior, both singularly and in combination, may be causative factors in pathologies or susceptible to modification under specific conditions, such as environmental cues or pharmacological interventions.
-)The development of new support tools for psychology, with a particular interest in the use of Machine Learning and Deep Learning. These advanced methods can provide powerful models to analyze complex psychological data and identify patterns that may not be immediately evident using traditional statistical techniques.

Research products

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

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

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

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

book: 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

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

book: 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

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

book: 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

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

book: 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

conference: 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)

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