Flavio Giobergia

ERC sectors

SDG

• Collegio di Ingegneria Informatica, del Cinema e Meccatronica. Componente

PhD

• Data mining concepts and algorithms. A.A. 2025/26, INGEGNERIA INFORMATICA E DEI SISTEMI. Main teacher
• Data mining concepts and algorithms. A.A. 2024/25, INGEGNERIA INFORMATICA E DEI SISTEMI. Main teacher

Master of Science

• Large Language Models for Software Engineering. A.A. 2025/26, INGEGNERIA INFORMATICA (COMPUTER ENGINEERING). Collaboratore del corso
• Data science and machine learning lab. A.A. 2025/26, DATA SCIENCE AND ENGINEERING. Titolare del corso
• Large Language Models. A.A. 2024/25, INGEGNERIA INFORMATICA (COMPUTER ENGINEERING). Titolare del corso
• Data science lab: process and methods. A.A. 2024/25, DATA SCIENCE AND ENGINEERING. Titolare del corso
• Business intelligence per big data. A.A. 2023/24, INGEGNERIA GESTIONALE. Collaboratore del corso
• Data science lab: process and methods. A.A. 2023/24, DATA SCIENCE AND ENGINEERING. Collaboratore del corso
• Transport systems and data analytics/Transport planning (modulo di Transport systems and data analytics). A.A. 2023/24, INGEGNERIA CIVILE. Collaboratore del corso
• Data Science e Tecnologie per le Basi di Dati. A.A. 2022/23, INGEGNERIA INFORMATICA (COMPUTER ENGINEERING). Collaboratore del corso
• Data Science e Tecnologie per le Basi di Dati. A.A. 2022/23, INGEGNERIA INFORMATICA (COMPUTER ENGINEERING). Collaboratore del corso
• Data science lab: process and methods. A.A. 2022/23, DATA SCIENCE AND ENGINEERING. Collaboratore del corso
• Data Science e Tecnologie per le Basi di Dati. A.A. 2021/22, INGEGNERIA INFORMATICA (COMPUTER ENGINEERING). Collaboratore del corso
• Data Science e Tecnologie per le Basi di Dati. A.A. 2021/22, INGEGNERIA INFORMATICA (COMPUTER ENGINEERING). Collaboratore del corso
• Data science lab: process and methods. A.A. 2021/22, DATA SCIENCE AND ENGINEERING. Collaboratore del corso
• Data Science e Tecnologie per le Basi di Dati. A.A. 2020/21, INGEGNERIA INFORMATICA (COMPUTER ENGINEERING). Collaboratore del corso
• Data science lab: process and methods. A.A. 2020/21, DATA SCIENCE AND ENGINEERING. Collaboratore del corso
• Data Science e Tecnologie per le Basi di Dati. A.A. 2019/20, INGEGNERIA INFORMATICA (COMPUTER ENGINEERING). Collaboratore del corso
• Data science lab: process and methods. A.A. 2019/20, DATA SCIENCE AND ENGINEERING. Collaboratore del corso

Projects funded by commercial contracts

• “MAD – STANDARD BANKING”, (2025-2026) - Responsabile Scientifico
  Commercial Research
• ImEDA - Improving Efficiency in Detection Analysis, (2023-2024) - Responsabile Scientifico
  Consulting

• Claudio Savelli. Programme in Ingegneria Informatica E Dei Sistemi (40^th cycle, 2024-in progress)
  Research subject: Machine Unlearning
  
  Data science, Computer vision and AI
  Data science, Computer vision and AI

• Fulcini, Tommaso; Coppola, Riccardo; Giobergia, Flavio; Changizi, Amirali; Dashti, ... (In stampa)
  Enhancing Software Maintainability through LLM-Assisted Code Refactoring. In: 26th International Conference on Product-Focused Software Process Improvement, Salerno (ITA), 1-3 Dicembre 2025
  Contributo in Atti di Convegno (Proceeding)
• Paoletti, Giordano; Giobergia, Flavio; Giordano, Danilo; Cagliero, Luca; Ronchiadin, ... (2025)
  MAD: Multicriteria Anomaly Detection of Suspicious Financial Accounts from Billions of Cash Transactions. In: KDD '25: The 31st ACM SIGKDD Conference on Knowledge Discovery and Data Mining, Toronto ON (CAN), August 3 - 7, 2025, pp. 4751-4760. ISBN: 979-8-4007-1454-2
  Contributo in Atti di Convegno (Proceeding)
• Giobergia, Flavio; Savelli, Claudio; Koudounas, Alkis; Baralis, Elena Maria (2025)
  Quantum feature selection from interpretable models using qubo formulation. In: CLEF 2025, Madrid (ESP), 9 – 12 September 2025
  Contributo in Atti di Convegno (Proceeding)
• Savelli, Claudio; Koudounas, Alkis; Giobergia, Flavio (2025)
  MALTO at SemEval-2025 task 3: Detecting hallucinations in LLMs via uncertainty quantification and larger model validation. In: 19th International Workshop on Semantic Evaluation (SemEval-2025), Vienna (AT), July 31 - August 1, 2025, pp. 1318-1324. ISBN: 979-8-89176-273-2
  Contributo in Atti di Convegno (Proceeding)
• Savelli, Claudio; Munis, Evren; Bayat, Erfan; Grieco, Andrea; Giobergia, Flavio (2025)
  MALTO at SemEval-2025 Task 4: Dual Teachers for Unlearning Sensitive Content in LLMs. In: 19th International Workshop on Semantic Evaluation (SemEval-2025), Vienna (AT), July 31 - August 1, 2025, pp. 1747-1752. ISBN: 979-8-89176-273-2
  Contributo in Atti di Convegno (Proceeding)