Eleonora Poeta

Argomento di ricerca

Safe and Trustworthy AI

Tutori

• Elena Maria Baralis
• Tania Cerquitelli
• Eliana Pastor

• Best Paper Award MAMA-MIA Challenge at MICCAI 2025 (2025)
• PhD Award template. (2026)

Corso di laurea magistrale

• Explainable and trustworthy AI. A.A. 2025/26, INGEGNERIA INFORMATICA (COMPUTER ENGINEERING). Collaboratore del corso
• Business intelligence per big data. A.A. 2025/26, INGEGNERIA MATEMATICA. Collaboratore del corso
• Explainable and trustworthy AI. A.A. 2024/25, INGEGNERIA INFORMATICA (COMPUTER ENGINEERING). Collaboratore del corso
• Business intelligence per big data. A.A. 2024/25, INGEGNERIA GESTIONALE. Collaboratore del corso
• Data science lab: process and methods. A.A. 2024/25, DATA SCIENCE AND ENGINEERING. Collaboratore del corso
• Explainable and trustworthy AI. A.A. 2023/24, INGEGNERIA INFORMATICA (COMPUTER ENGINEERING). Collaboratore del corso
• Business intelligence per big data. A.A. 2023/24, INGEGNERIA GESTIONALE. Collaboratore del corso

• Rege Cambrin, Daniele; Poeta, Eleonora; Pastor, Eliana; Cerquitelli, Tania; Baralis, ... (In stampa)
  HydroChronos: Forecasting Long-Term Surface Water Dynamics from Multi-Modal Data. In: ACM TRANSACTIONS ON SPATIAL ALGORITHMS AND SYSTEMS. ISSN 2374-0353
  Contributo su Rivista
• Poeta, Eleonora; Pastor, Eliana; Cerquitelli, Tania; Baralis, Elena (In stampa)
  TRACE: Transparent Representation Auditing via Concept Extraction. In: ECML PKDD, Naples (ITA), September 7-11, 2026
  Contributo in Atti di Convegno (Proceeding)
• Septiers, Valentin; Sosa-Marrero, Carlos; Poeta, Eleonora; Chourak, Hilda; Briens, ... (2026)
  Explainable Prediction of Recurrence After Prostate Cancer Radiotherapy Using in Silico digital twin model and machine learning. In: Digital Twin for Healthcare. DT4H 2025 held in Conjunction with MICCAI 2025 (28th International Conference on Medical Image Computing and Computer Assisted Intervention), Daejeon (KOR), September 23, 2025, pp. 152-163. ISSN 1611-3349. ISBN: 978-3-032-07694-6
  Contributo in Atti di Convegno (Proceeding)
• Vargas, Luisa; Poeta, Eleonora; Cerquitelli, Tania; Baralis, Elena; Zuluaga, Maria A. (2025)
  MedOpenSeg: Open-World Medical Segmentation with Memory-Augmented Transformers. In: 36th British Machine Vision Conference, Sheffield (UK), 24th - 27th November 2025
  Contributo in Atti di Convegno (Proceeding)
• Poeta, Eleonora; Ciravegna, Gabriele; Pastor, Eliana; Cerquitelli, Tania; Baralis, Elena (2025)
  Concept-based Explainable Artificial Intelligence: A Survey. In: ACM COMPUTING SURVEYS. ISSN 0360-0300
  Contributo su Rivista