Gabriele Ciravegna

Corso di laurea magistrale

• Explainable and trustworthy AI. A.A. 2025/26, INGEGNERIA INFORMATICA (COMPUTER ENGINEERING). Collaboratore del corso
• Machine learning for networking. A.A. 2024/25, CYBERSECURITY. Collaboratore del corso
• Explainable and trustworthy AI. A.A. 2024/25, INGEGNERIA INFORMATICA (COMPUTER ENGINEERING). Collaboratore del corso
• Machine learning for networking. A.A. 2023/24, COMMUNICATIONS ENGINEERING. Collaboratore del corso
• Explainable and trustworthy AI. A.A. 2023/24, INGEGNERIA INFORMATICA (COMPUTER ENGINEERING). Collaboratore del corso

Corso di laurea di 1° livello

• Dati, algoritmi e le frontiere dell'informatica - Intraprendenti. A.A. 2024/25, INGEGNERIA AEROSPAZIALE. Collaboratore del corso

• DBDM - Database and Data Mining Group (DAUIN)

• Ghia, Davide; Ciravegna, Gabriele; Koudounas, Alkis; Fantini, Marco; Crosetti, Erika; ... (In stampa)
  A Concept-based approach to Voice Disorder Detection. In: European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases 2025 - Workshop & Tutorial Track, Porto (PRT), September 15-19, 2025
  Contributo in Atti di Convegno (Proceeding)
• Poeta, Eleonora; Ciravegna, Gabriele; Pastor, Eliana; Cerquitelli, Tania; Baralis, Elena (In stampa)
  Concept-based Explainable Artificial Intelligence: A Survey. In: ACM COMPUTING SURVEYS. ISSN 0360-0300
  Contributo su Rivista
• De Santis, Francesco; Bich, Philippe; Ciravegna, Gabriele; Barbiero, Pietro; Cerquitelli ... (2026)
  Towards Better Generalization and Interpretability in Unsupervised Concept-Based Models. In: European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML PKDD), Porto (PRT), September 15–19, 2025, pp. 478-494. ISBN: 978-3-032-06065-5
  Contributo in Atti di Convegno (Proceeding)
• De Santis, Francesco; Ciravegna, Gabriele; Bich, Philippe; Giordano, Danilo; ... (2026)
  V-CEM: Bridging Performance and Intervenability in Concept-Based Models. In: 3rd World Conference on Explainable Artificial Intelligence, xAI 2025, Istanbul (TUR), July 9–11, 2025, pp. 48-67. ISSN 1865-0937. ISBN: 9783032083166
  Contributo in Atti di Convegno (Proceeding)
• Pastor, Eliana; Poeta, Eleonora; Panisson, André; Perotti, Alan; Ciravegna, Gabriele (2025)
  Beyond Input Attribution: A Hands-On Tutorial to Concept-Based Explainable AI and Mechanistic Interpretability. In: 31st ACM SIGKDD Conference on Knowledge Discovery and Data Mining, Toronto ON (CAN), August 3 - 7, 2025, pp. 6247-6248. ISBN: 979-8-4007-1454-2
  Contributo in Atti di Convegno (Proceeding)