Flavio Giobergia

ERC sectors

SDG

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

PhD

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

Master of Science

• 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

• Giobergia, Flavio; Pastor, Eliana; de Alfaro, Luca; Baralis, Elena (2025)
  A Synthetic Benchmark to Explore Limitations of Localized Drift Detections. In: DELTA 2024 - Workshop at KDD 2024, Barcelona (ESP), August 26, 2024, pp. 101-110. ISSN 0302-9743. ISBN: 9783031823459
  Contributo in Atti di Convegno (Proceeding)
• Giobergia, Flavio; Koudounas, Alkis; Baralis, Elena (2024)
  Large Language Models-aided Literature Reviews: A Study on Few-Shot Relevance Classification. 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)
• Savelli, Claudio; Giobergia, Flavio (2024)
  Enhancing Cross-Lingual Word Embeddings: Aligned Subword Vectors for Out-of-Vocabulary Terms in fastText. 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)
• Borra, Federico; Savelli, Claudio; Rosso, Giacomo; Koudounas, Alkis; Giobergia, Flavio (2024)
  MALTO at SemEval-2024 Task 6: Leveraging Synthetic Data for LLM Hallucination Detection. In: 18th International Workshop on Semantic Evaluation (SemEval-2024), Mexico City (MEX), 20-21 June, 2024, pp. 1678-1684
  Contributo in Atti di Convegno (Proceeding)
• Koudounas, Alkis; Giobergia, Flavio; Pastor, Eliana; Baralis, Elena (2024)
  A Contrastive Learning Approach to Mitigate Bias in Speech Models. In: Interspeech 2024, Kos (GRC), 1-5 September 2024, pp. 827-831
  Contributo in Atti di Convegno (Proceeding)