Archivio Istituzionale della RicercaPOETA, ELEONORA
POETA, ELEONORA
Dipartimento di Automatica e Informatica
052068
Concept-based Explainable Artificial Intelligence: A Survey
In corso di stampa Poeta, Eleonora; Ciravegna, Gabriele; Pastor, Eliana; Cerquitelli, Tania; Baralis, Elena
HydroChronos: Forecasting Decades of Surface Water Change
In corso di stampa Rege Cambrin, Daniele; Poeta, Eleonora; Pastor, Eliana; Corley, Isaac; Cerquitelli, Tania; Baralis, Elena; Garza, Paolo
MedOpenSeg: Open-World Medical Segmentation with Memory-Augmented Transformers
In corso di stampa Vargas, Luisa; Poeta, Eleonora; Cerquitelli, Tania; Baralis, Elena; Zuluaga, Maria A.
Divergence-Aware Training with Automatic Subgroup Mitigation for Breast Tumor Segmentation
2026 Poeta, Eleonora; Vargas, Luisa; Falcetta, Daniele; Marciano', Vincenzo; Pastor, Eliana; Cerquitelli, Tania; Baralis, Elena; Zuluaga, Maria A.
Explainable Prediction of Recurrence After Prostate Cancer Radiotherapy Using in Silico digital twin model and machine learning
2026 Septiers, Valentin; Sosa-Marrero, Carlos; Poeta, Eleonora; Chourak, Hilda; Briens, Aurélien; De Crevoisier, Renaud; Zuluaga, Maria A.; Acosta, Oscar
Beyond Input Attribution: A Hands-On Tutorial to Concept-Based Explainable AI and Mechanistic Interpretability
2025 Pastor, Eliana; Poeta, Eleonora; Panisson, André; Perotti, Alan; Ciravegna, Gabriele
KAN You See It? KANs and Sentinel for Effective and Explainable Crop Field Segmentation
2025 Rege Cambrin, Daniele; Poeta, Eleonora; Pastor, Eliana; Cerquitelli, Tania; Baralis, Elena; Garza, Paolo
A Benchmarking Study of Kolmogorov-Arnold Networks on Tabular Data
2024 Poeta, Eleonora; Giobergia, Flavio; Pastor, Eliana; Cerquitelli, Tania; Baralis, Elena
| Citazione | Data di pubblicazione | Autori | File |
|---|---|---|---|
| Concept-based Explainable Artificial Intelligence: A Survey / Poeta, Eleonora; Ciravegna, Gabriele; Pastor, Eliana; Cerquitelli, Tania; Baralis, Elena. - In: ACM COMPUTING SURVEYS. - ISSN 0360-0300. - (In corso di stampa). | In corso di stampa | Poeta, EleonoraCiravegna, GabrielePastor, ElianaCerquitelli, TaniaBaralis, Elena | Survey_Concept_based_Explainability_v1.pdf |
| HydroChronos: Forecasting Decades of Surface Water Change / Rege Cambrin, Daniele; Poeta, Eleonora; Pastor, Eliana; Corley, Isaac; Cerquitelli, Tania; Baralis, Elena; Garza, Paolo. - (In corso di stampa). (Intervento presentato al convegno International Conference on Advances in Geographic Information Systems 2025 tenutosi a Minneapolis (USA) nel November 3 - 6, 2025). | In corso di stampa | Daniele Rege CambrinEleonora PoetaEliana PastorTania CerquitelliElena BaralisPaolo Garza + | SIGSPATIAL.pdf |
| MedOpenSeg: Open-World Medical Segmentation with Memory-Augmented Transformers / Vargas, Luisa; Poeta, Eleonora; Cerquitelli, Tania; Baralis, Elena; Zuluaga, Maria A.. - (In corso di stampa). (Intervento presentato al convegno 36th British Machine Vision Conference tenutosi a Sheffield (UK) nel 24th - 27th November 2025). | In corso di stampa | Poeta, EleonoraCerquitelli, TaniaBaralis, Elena + | BMVC2025__MedOpenSeg.pdf |
| Divergence-Aware Training with Automatic Subgroup Mitigation for Breast Tumor Segmentation / Poeta, Eleonora; Vargas, Luisa; Falcetta, Daniele; Marciano', Vincenzo; Pastor, Eliana; Cerquitelli, Tania; Baralis, Elena; Zuluaga, Maria A.. - 16142:(2026), pp. 52-62. (Intervento presentato al convegno Second Deep Breast Workshop, Deep-Breath 2025, Held in Conjunction with MICCAI 2025 (28th International Conference on Medical Image Computing and Computer Assisted Intervention) tenutosi a Daejeon (KOR) nel September 23rd -27th, 2025) [10.1007/978-3-032-05559-0_6]. | 1-gen-2026 | Eleonora PoetaEliana PastorTania CerquitelliElena Baralis + | 978-3-032-05559-0.pdf; Divergence_Aware_Training_with_Automatic_Subgroup_Mitigation_for_Breast_Tumor_Segmentation.pdf |
| Explainable Prediction of Recurrence After Prostate Cancer Radiotherapy Using in Silico digital twin model and machine learning / Septiers, Valentin; Sosa-Marrero, Carlos; Poeta, Eleonora; Chourak, Hilda; Briens, Aurélien; De Crevoisier, Renaud; Zuluaga, Maria A.; Acosta, Oscar. - 16193:(2026), pp. 152-163. (Intervento presentato al convegno Digital Twin for Healthcare. DT4H 2025 held in Conjunction with MICCAI 2025 (28th International Conference on Medical Image Computing and Computer Assisted Intervention) tenutosi a Daejeon (KOR) nel September 23, 2025) [10.1007/978-3-032-07694-6_15]. | 1-gen-2026 | Poeta, Eleonora + | 978-3-032-07694-6.pdf |
| Beyond Input Attribution: A Hands-On Tutorial to Concept-Based Explainable AI and Mechanistic Interpretability / Pastor, Eliana; Poeta, Eleonora; Panisson, André; Perotti, Alan; Ciravegna, Gabriele. - 2:(2025), pp. 6247-6248. (Intervento presentato al convegno 31st ACM SIGKDD Conference on Knowledge Discovery and Data Mining tenutosi a Toronto ON (CAN) nel August 3 - 7, 2025) [10.1145/3711896.3737606]. | 1-gen-2025 | Eliana PastorEleonora PoetaAlan PerottiGabriele Ciravegna + | KDD_2025___Hands_on.pdf; 3711896.3737606.pdf |
| KAN You See It? KANs and Sentinel for Effective and Explainable Crop Field Segmentation / Rege Cambrin, Daniele; Poeta, Eleonora; Pastor, Eliana; Cerquitelli, Tania; Baralis, Elena; Garza, Paolo. - 15625:(2025), pp. 115-131. (Intervento presentato al convegno European Conference on Computer Vision tenutosi a Milan (ITA) nel September 29–October 4, 2024) [10.1007/978-3-031-91835-3_8]. | 1-gen-2025 | Daniele Rege CambrinEleonora PoetaEliana PastorTania CerquitelliElena BaralisPaolo Garza | ECCV_2024_CVPPA.pdf; 978-3-031-91835-3_8.pdf |
| A Benchmarking Study of Kolmogorov-Arnold Networks on Tabular Data / Poeta, Eleonora; Giobergia, Flavio; Pastor, Eliana; Cerquitelli, Tania; Baralis, Elena. - (2024). (Intervento presentato al convegno IEEE International Conference Application of Information and Communication Technologies tenutosi a Turin (ITA) nel 25-27 September 2024) [10.1109/AICT61888.2024.10740444]. | 1-gen-2024 | Poeta, EleonoraGiobergia, FlavioPastor, ElianaCerquitelli, TaniaBaralis, Elena | A_Benchmarking_Study_of_Kolmogorov-Arnold_Networks_on_Tabular_Data (1).pdf |