Ph.D. in Ingegneria Informatica E Dei Sistemi , 38th cycle (2022-2025)
Ph.D. obtained in 2026
Dissertation:
Data science methods for complex mobility systems (Abstract)
Tutors:
Silvia Anna Chiusano Tania CerquitelliProfile
Research topic
Data science methods for complex mobility systems
Research interests
Biography
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
Master of Science
- Advanced data modeling and management. A.A. 2025/26, INGEGNERIA INFORMATICA (COMPUTER ENGINEERING). Collaboratore del corso
Bachelor of Science
- Basi di dati. A.A. 2022/23, INGEGNERIA INFORMATICA. Collaboratore del corso
- Basi di dati. A.A. 2023/24, INGEGNERIA INFORMATICA. Collaboratore del corso
- Basi di dati. A.A. 2024/25, INGEGNERIA INFORMATICA. Collaboratore del corso
Research
Research groups
Publications
Works published during the Ph.D. View all publications in Porto@Iris
- Avignone, Andrea; Chiusano, Silvia; Peroni, Lorenzo (2026)
Mine4Race: A user-friendly toolset for enhancing racing telemetry analysis and visualization. In: RESULTS IN ENGINEERING, vol. 29. ISSN 2590-1230
Contributo su Rivista - Avignone, Andrea; Bassani, Marco; Borgogno, Beatrice; Caroleo, Brunella; Chiusano, ... (2026)
Comparative conflict analysis between autonomous and human-operated vehicles with pedestrians at unsignalized crosswalks. In: SEBD 2025 Symposium of Advanced Database Systems, Ischia (ITA), June 16th to 19th, 2025, pp. 317-326. ISSN 1613-0073
Contributo in Atti di Convegno (Proceeding) - Avignone, Andrea; Chiusano, Silvia; Fiori, Alessandro; Torlone, Riccardo (2026)
Boosting the Entity-Relationship Model for Document-Oriented Databases. In: 31st International Conference on Cooperative Information Systems, CoopIS 2025, Marbella (ESP), October 20–22, 2025, pp. 550-561. ISSN 1611-3349. ISBN: 978-3-032-15538-2
Contributo in Atti di Convegno (Proceeding) - Avignone, Andrea (2026)
Data science methods for complex mobility systems. relatore: CHIUSANO, SILVIA ANNA; CERQUITELLI, TANIA; , 38. XXXVIII Ciclo, P.: 136
Doctoral Thesis - 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 - Cagliero, Luca; Avignone, Andrea; Chiusano, Silvia (2025)
Discovering SpatioTemporal Warning Contexts from non-emergency call reports. In: Machine Learning and Principles and Practice of Knowledge Discovery in Databases. International Workshops of ECML PKDD 2023, Torino (ITA), September 18-22, 2023, pp. 377-389. ISSN 1865-0937. ISBN: 978-3-031-74633-8
Contributo in Atti di Convegno (Proceeding) - 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) - Caroleo, Brunella; Chiusano, Silvia; Daraio, Elena; Avignone, Andrea; Gastaldi, ... (2024)
Machine Learning Methods to Forecast Public Transport Demand Based on Smart Card Validations. In: EAI INTSYS 2023 - 7th EAI International Conference on Intelligent Transport Systems, Molde (Norway), September 6-7, 2023, pp. 194-209. ISSN 1867-822X. ISBN: 978-3-031-49379-9
Contributo in Atti di Convegno (Proceeding) - Avignone, Andrea; Fiori, Alessandro; Chiusano, Silvia; Rizzo, Giuseppe (2024)
From Product Sheet to Text and Video: A NLG Pipeline to Transform Structured Data into Comprehensive Descriptions. In: 32nd Symposium of Advanced Database Systems, Villasimius (ITA), June 23rd to 26th, 2024, pp. 271-280
Contributo in Atti di Convegno (Proceeding) - Avignone, Andrea; Napolitano, Davide; Cagliero, Luca; Chiusano, Silvia (2024)
FlowCasting: A Dynamic Machine Learning based Dashboard for Bike-Sharing System Management. In: 2024 IEEE 18th International Conference on Application of Information and Communication Technologies (AICT), Turin (ITA), 25-27 September 2024. ISBN: 979-8-3503-8753-7
Contributo in Atti di Convegno (Proceeding) - DE SIO, Corrado; Avignone, Andrea; Sterpone, Luca; Chiusano, Silvia (2024)
Scalable K-Nearest Neighbors Implementation using Distributed Embedded Systems. In: CF' 24: 21st ACM International Conference on Computing Frontiers, Ischia (ITA), May 7-9, 2024, pp. 314-315. ISBN: 979-8-4007-0597-7
Contributo in Atti di Convegno (Proceeding) - Avignone, Andrea; Chiusano, Silvia; Fiori, Alessandro; Garza, Paolo; Marchetta, Emanuele (2023)
A Novel DB CASE Tool for Relational Databases. In: SEBD 2023: 31st Symposium on Advanced Database System, Galzignano Terme, Italy, July 02–05, 2023, pp. 100-100
Contributo in Atti di Convegno (Proceeding) - Avignone, Andrea; Fiori, Alessandro; Chiusano, Silvia; Rizzo, Giuseppe (2023)
Generation of textual/video descriptions for technological products based on structured data. In: IEEE International Conference Application of Information and Communication Technologies, Baku (AZ), 18-20 October 2023. ISBN: 979-8-3503-0356-8
Contributo in Atti di Convegno (Proceeding) - Chiesa, G.; Avignone, A.; Carluccio, T. (2022)
A Low-Cost Monitoring Platform and Visual Interface to Analyse Thermal Comfort in Smart Building Applications Using a Citizen–Scientist Strategy. In: ENERGIES, vol. 15. ISSN 1996-1073
Contributo su Rivista