Data science methods for complex mobility systems

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

• DBDM - Database and Data Mining Group

• 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; 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; 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; 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; 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; 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, ... (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)
• 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; 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)
• 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; 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)
• 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