Andrea Avignone

Ph.D. candidate in Ingegneria Informatica E Dei Sistemi , 38^th cycle (2022-2025)
Department of Control and Computer Engineering (DAUIN)

Docente esterno e/o collaboratore didattico
Department of Control and Computer Engineering (DAUIN)

Ospite / Studente in missione
Department of Mechanical and Aerospace Engineering (DIMEAS)

andrea.avignone@polito.it

Profile

PhD

Research topic

Data science methods for complex mobility systems

Tutors

Research interests

Data science, Computer vision and AI

Biography

Andrea Avignone is a PhD student in the Department of Control and Computer Engineering and a member of the SmartData@PoliTO research center at Politecnico di Torino. He holds a B.Sc. in Electronic and Communications Engineering and obtained an M.Sc. in ICT for Smart Societies in 2022, both from Politecnico di Torino. His current research interests with the Database and Data Mining Group (DBDMG) focus on applications of data science and machine learning solutions within the Smart City context, with a particular emphasis on mobility, Internet of Things (IoT), urban analytics and data modeling. Andrea’s work explores innovative approaches to data-driven urban systems, aiming to leverage advanced computational techniques to address complex challenges in city management, sustainable mobility and autonomous vehicles, and connected infrastructure.
In addition to his academic pursuits, Andrea is the Head of the Software Unit for 2WheelsPoliTo, a student team dedicated to Moto3 racing, including the two Motostudent competition categories: Petrol and Electric. In this role, he leads the development of technical solutions to optimize team workflows and implement data analytics techniques that enhance bike performance insights.

Teaching

Teachings

Bachelor of Science

Basi di dati. A.A. 2024/25, INGEGNERIA INFORMATICA. Collaboratore del corso
Basi di dati. A.A. 2023/24, INGEGNERIA INFORMATICA. Collaboratore del corso
Basi di dati. A.A. 2022/23, INGEGNERIA INFORMATICA. Collaboratore del corso

MostraNascondi A.A. passati

Research

Research groups

DBDM - Database and Data Mining Group (DAUIN)

Publications

Latest publications View all publications in Porto@Iris

Avignone, Andrea; Bassani, Marco; Borgogno, Beatrice; Caroleo, Brunella; Chiusano, ... (In stampa)
Comparative conflict analysis between autonomous and human-operated vehicles with pedestrians at unsignalized crosswalks. In: 33th Symposium of Advanced Database Systems
Contributo in Atti di Convegno (Proceeding)
Avignone, Andrea; Chiusano, Silvia; Fiori, Alessandro; Torlone, Riccardo (In stampa)
Boosting the Entity-Relationship Model for Document-Oriented Databases. In: 31st International Conference on Cooperative Information Systems, Marbella (SPA), 20-22 ottobre 2025
Contributo in Atti di Convegno (Proceeding)
Avignone, Andrea; Tierno, Alessia; Fiori, Alessandro; Chiusano, Silvia (2025)
Exploring Large Language Models’ Ability to Describe Entity-Relationship Schema-Based Conceptual Data Models. In: INFORMATION, vol. 16. ISSN 2078-2489
Contributo su Rivista
Avignone, Andrea; Bassani, Marco; Borgogno, Beatrice; Caroleo, Brunella; Chiusano, ... (2025)
Evaluating unsignalized crosswalk safety in the age of autonomous vehicles. In: COMPUTERS IN INDUSTRY, vol. 167. ISSN 0166-3615
Contributo su Rivista
Avignone, Andrea; Bassani, Marco; Borgogno, Beatrice; Caroleo, Brunella; Chiusano, ... (2024)
A robust time-to-collision computation framework for pedestrian-autonomous shuttle interaction. In: the 36th International Cooperation on Theories and Concepts in Traffic Safety, The Hague (NL), 17–18 October 2024
Contributo in Atti di Convegno (Proceeding)