Eleonora Poeta

According to our database, Eleonora Poeta authored at least 7 papers between 2023 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2025

HydroChronos: Forecasting Decades of Surface Water Change.

Daniele Rege Cambrin, Eleonora Poeta, Eliana Pastor, Isaac Corley, Tania Cerquitelli, Elena Baralis, Paolo Garza

CoRR, June, 2025

Explainable Prediction of Recurrence After Prostate Cancer Radiotherapy Using in Silico digital twin model and machine learning.

Valentin Septiers, Carlos Sosa Marrero, Eleonora Poeta, Hilda Chourak, Aurélien Briens, Renaud de Crevoisier, Maria A. Zuluaga, Oscar Acosta

Proceedings of the Digital Twin for Healthcare - First International Workshop, 2025

Divergence-Aware Training with Automatic Subgroup Mitigation for Breast Tumor Segmentation.

Eleonora Poeta, Luisa Vargas, Daniele Falcetta, Vincenzo Marcianó, Eliana Pastor, Tania Cerquitelli, Elena Baralis, Maria A. Zuluaga

Proceedings of the Artificial Intelligence and Imaging for Diagnostic and Treatment Challenges in Breast Care, 2025

Beyond Input Attribution: A Hands-On Tutorial to Concept-Based Explainable AI and Mechanistic Interpretability.

Eliana Pastor, Eleonora Poeta, André Panisson, Alan Perotti, Gabriele Ciravegna

Proceedings of the 31st ACM SIGKDD Conference on Knowledge Discovery and Data Mining, V.2, 2025

2024

A Benchmarking Study of Kolmogorov-Arnold Networks on Tabular Data.

Eleonora Poeta, Flavio Giobergia, Eliana Pastor, Tania Cerquitelli, Elena Baralis

CoRR, 2024

KAN You See It? KANs and Sentinel for Effective and Explainable Crop Field Segmentation.

Daniele Rege Cambrin, Eleonora Poeta, Eliana Pastor, Tania Cerquitelli, Elena Baralis, Paolo Garza

Proceedings of the Computer Vision - ECCV 2024 Workshops, 2024

2023

Concept-based Explainable Artificial Intelligence: A Survey.

Eleonora Poeta, Gabriele Ciravegna, Eliana Pastor, Tania Cerquitelli, Elena Baralis

CoRR, 2023