Eliana Pastor

ERC sectors

SDG

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

PhD

• Data mining concepts and algorithms. A.A. 2023/24, INGEGNERIA INFORMATICA E DEI SISTEMI. Main teacher

Master of Science

• Explainable and trustworthy AI. A.A. 2025/26, INGEGNERIA INFORMATICA (COMPUTER ENGINEERING). Titolare del corso
• Business intelligence per big data. A.A. 2025/26, INGEGNERIA MATEMATICA. Titolare del corso
• Explainable and trustworthy AI. A.A. 2024/25, INGEGNERIA INFORMATICA (COMPUTER ENGINEERING). Titolare del corso
• Business intelligence per big data. A.A. 2024/25, INGEGNERIA GESTIONALE. Titolare del corso
• Explainable and trustworthy AI. A.A. 2023/24, INGEGNERIA INFORMATICA (COMPUTER ENGINEERING). Titolare del corso
• Business intelligence per big data. A.A. 2023/24, INGEGNERIA GESTIONALE. Titolare del corso
• Data science lab: process and methods. A.A. 2023/24, DATA SCIENCE AND ENGINEERING. Collaboratore del corso
• Business intelligence per big data. A.A. 2022/23, INGEGNERIA GESTIONALE. Collaboratore del corso
• Data Science and Database Technology. 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 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
• Transport systems and data analytics/Transport planning (modulo di Transport systems and data analytics). A.A. 2022/23, INGEGNERIA CIVILE. Collaboratore del corso
• Data Science and Database Technology. 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 management and visualization. A.A. 2021/22, DATA SCIENCE AND ENGINEERING. Collaboratore del corso
• Data Science and Database Technology. A.A. 2020/21, INGEGNERIA INFORMATICA (COMPUTER ENGINEERING). Collaboratore del corso
• Data management and visualization. A.A. 2020/21, DATA SCIENCE AND ENGINEERING. Collaboratore del corso
• Data Science and Database Technology. A.A. 2019/20, INGEGNERIA INFORMATICA (COMPUTER ENGINEERING). Collaboratore del corso
• Data management and visualization. A.A. 2019/20, DATA SCIENCE AND ENGINEERING. Collaboratore del corso

Bachelor of Science

• Dati, algoritmi e le frontiere dell'informatica - Intraprendenti. A.A. 2023/24, INGEGNERIA AEROSPAZIALE. Collaboratore del corso
• Dati, algoritmi e le frontiere dell'informatica - Intraprendenti. A.A. 2022/23, INGEGNERIA AEROSPAZIALE. Collaboratore del corso

• DBDM - Database and Data Mining Group (DAUIN)

Projects funded by commercial contracts

• Root Cause Analysis in Mechatronic Systems via Pattern Recognition and Causal AI, (2024-2025) - Responsabile Scientifico
  Commercial Research

• Eleonora Poeta. Programme in Ingegneria Informatica E Dei Sistemi (39^th cycle, 2023-in progress)
  Research subject: Safe and Trustworthy AI
  
  Data science, Computer vision and AI
  Data science, Computer vision and AI
  Data science, Computer vision and AI
• Alkis Koudounas. Programme in Ingegneria Informatica E Dei Sistemi (38^th cycle, 2022-in progress)
  Research subject: Toward Robust, Responsible and Trustworthy Speech Foundation Models
  
  Data science, Computer vision and AI
  Data science, Computer vision and AI

• Koudounas, Alkis; La Quatra, Moreno; Pastor, Eliana; Marco Siniscalchi, Sabato; Baralis, ... (2025)
  "KAN you hear me?" Exploring Kolmogorov-Arnold Networks for Spoken Language Understanding. In: Interspeech 2025, Rotterdam (NL), 17-21 August, 2025
  Contributo in Atti di Convegno (Proceeding)
• Cagliero, Luca; Vaiani, Lorenzo; Pastor, Eliana; Koudounas, Alkis; Baralis, Elena; ... (2025)
  Detecting and Mitigating Challenges in Zero-Shot Video Summarization with Video LLMs. In: Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics, Vienna (AT), 27Jul - 1 Aug 2025. ISBN: 979-8-89176-256-5
  Contributo in Atti di Convegno (Proceeding)
• Koudounas, Alkis; Pastor, Eliana; Mazzia, Vittorio; Giollo, Manuel; Gueudre, Thomas; ... (2025)
  Privacy Preserving Data Selection for Bias Mitigation in Speech Models. In: Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (Volume 6: Industry Track), Vienna (AT), 27Jul - 1 Aug 2025. ISBN: 979-8-89176-288-6
  Contributo in Atti di Convegno (Proceeding)
• 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)
• Koudounas, Alkis; Pastor, Eliana; Alfaro, Luca de; Baralis, Elena (2025)
  Mitigating Subgroup Disparities in Speech Models: A Divergence-Aware Dual Strategy. In: IEEE/ACM TRANSACTIONS ON AUDIO, SPEECH, AND LANGUAGE PROCESSING, vol. 33, pp. 883-895. ISSN 2329-9290
  Contributo su Rivista