Eliana Pastor

According to our database, Eliana Pastor authored at least 43 papers between 2018 and 2026.

Collaborative distances:

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

2026

The MAMA-MIA Challenge: Advancing Generalizability and Fairness in Breast MRI Tumor Segmentation and Treatment Response Prediction.

Lidia Garrucho, Smriti Joshi, Kaisar Kushibar, Richard Osuala, Maciej Bobowicz, Xavier Bargalló, Paulius Jarusevicius, Kai Geissler, Raphael Schäfer, Muhammad Alberb, Tony Xu, Anne L. Martel, Daniel Sleiman, Navchetan Awasthi, Hadeel Awwad, Joan C. Vilanova, Robert Martí, Daan Schouten, Jeong Hoon Lee, Mirabela Rusu, Eleonora Poeta, Luisa Vargas, Eliana Pastor, Maria A. Zuluaga, Jessica Kächele, Dimitrios Bounias, Alexandra Ertl, Katarzyna Gwozdziewicz, Maria-Laura Cosaka, Pasant M. Abo-Elhoda, Sara W. Tantawy, Shorouq S. Sakrana, Norhan O. Shawky-Abdelfatah, Amr Muhammad Abdo-Salem, Androniki Kozana, Eugen Divjak, Gordana Ivanac, Katerina Nikiforaki, Michail E. Klontzas, Rosa García-Dosdá, Meltem Gulsun-Akpinar, Oguz Lafci, Carlos Martín-Isla, Oliver Díaz, Laura Igual, Karim Lekadir

CoRR, March, 2026

The First Workshop on Graph-enhanced LLMs for trustwOrthy Web data management (GLOW'26).

Gianluca Bonifazi, Stefano Cirillo, Eliana Pastor, Luca Virgili

Proceedings of the Companion Proceedings of the ACM Web Conference 2026, 2026

2025

Boosting court judgment prediction and explanation using legal entities.

Irene Benedetto, Alkis Koudounas, Lorenzo Vaiani, Eliana Pastor, Luca Cagliero, Francesco Tarasconi, Elena Baralis

Artif. Intell. Law, September, 2025

Divergence-aware Approaches to Mitigate Subgroup Disparities in Speech Models.

Alkis Koudounas, Eliana Pastor, Flavio Giobergia, Elena Baralis

Proceedings of the 33nd Symposium on Advanced Database Systems, 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

Detecting Interpretable Subgroup Drifts.

Flavio Giobergia, Eliana Pastor, Luca de Alfaro, Elena Baralis

Proceedings of the 31st ACM SIGKDD Conference on Knowledge Discovery and Data Mining, V.1, 2025

"KAN you hear me?" Exploring Kolmogorov-Arnold Networks for Spoken Language Understanding.

Alkis Koudounas, Moreno La Quatra, Eliana Pastor, Sabato Marco Siniscalchi, Elena Baralis

Proceedings of the 26th Annual Conference of the International Speech Communication Association, 2025

HydroChronos: Forecasting Decades of Surface Water Change.

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

Proceedings of the 33rd ACM International Conference on Advances in Geographic Information Systems, 2025

Privacy Preserving Data Selection for Bias Mitigation in Speech Models.

Alkis Koudounas, Eliana Pastor, Vittorio Mazzia, Manuel Giollo, Thomas Gueudré, Elisa Reale, Luca Cagliero, Sandro Cumani, Luca De Alfaro, Elena Baralis, Daniele Amberti

Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (Volume 6: Industry Track), 2025

Detecting and Mitigating Challenges in Zero-Shot Video Summarization with Video LLMs.

Luca Cagliero, Lorenzo Vaiani, Eliana Pastor, Alkis Koudounas, Elena Baralis, Vittorio Mazzia, Sandro Pollastrini, Thomas Gueudré, Manuel Giollo, Daniele Amberti, Yue Wu

Proceedings of the Findings of the Association for Computational Linguistics, 2025

2024

Intersectional fair ranking via subgroup divergence.

Eliana Pastor, Francesco Bonchi

Data Min. Knowl. Discov., July, 2024

Towards Comprehensive Subgroup Performance Analysis in Speech Models.

Alkis Koudounas, Eliana Pastor, Giuseppe Attanasio, Vittorio Mazzia, Manuel Giollo, Thomas Gueudré, Elisa Reale, Luca Cagliero, Sandro Cumani, Luca de Alfaro, Elena Baralis, Daniele Amberti

IEEE ACM Trans. Audio Speech Lang. Process., 2024

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

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

CoRR, 2024

MAINDZ at SemEval-2024 Task 5: CLUEDO - Choosing Legal oUtcome by Explaining Decision through Oversight.

Irene Benedetto, Alkis Koudounas, Lorenzo Vaiani, Eliana Pastor, Luca Cagliero, Francesco Tarasconi

Proceedings of the 18th International Workshop on Semantic Evaluation, 2024

Assessing Speech Model Performance: A Subgroup Perspective.

Alkis Koudounas, Eliana Pastor, Elena Baralis

Proceedings of the 32nd Symposium of Advanced Database Systems, 2024

A Contrastive Learning Approach to Mitigate Bias in Speech Models.

Alkis Koudounas, Flavio Giobergia, Eliana Pastor, Elena Baralis

Proceedings of the 25th Annual Conference of the International Speech Communication Association, 2024

Leveraging Confidence Models for Identifying Challenging Data Subgroups in Speech Models.

Alkis Koudounas, Eliana Pastor, Vittorio Mazzia, Manuel Giollo, Thomas Gueudré, Elisa Reale, Giuseppe Attanasio, Luca Cagliero, Sandro Cumani, Luca De Alfaro, Elena Baralis, Daniele Amberti

Proceedings of the IEEE International Conference on Acoustics, 2024

Prioritizing Data Acquisition for end-to-end Speech Model Improvement.

Alkis Koudounas, Eliana Pastor, Giuseppe Attanasio, Luca de Alfaro, Elena Baralis

Proceedings of the IEEE International Conference on Acoustics, 2024

Ainur: Harmonizing Speed and Quality in Deep Music Generation Through Lyrics-Audio Embeddings.

Giuseppe Concialdi, Alkis Koudounas, Eliana Pastor, Barbara Di Eugenio, Elena Baralis

Proceedings of the IEEE International Conference on Acoustics, 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

Explaining Speech Classification Models via Word-Level Audio Segments and Paralinguistic Features.

Eliana Pastor, Alkis Koudounas, Giuseppe Attanasio, Dirk Hovy, Elena Baralis

Proceedings of the 18th Conference of the European Chapter of the Association for Computational Linguistics, 2024

A Synthetic Benchmark to Explore Limitations of Localized Drift Detections.

Flavio Giobergia, Eliana Pastor, Luca de Alfaro, Elena Baralis

Proceedings of the Discovering Drift Phenomena in Evolving Landscapes, 2024

FedGCR: Achieving Performance and Fairness for Federated Learning with Distinct Client Types via Group Customization and Reweighting.

Shu-Ling Cheng, Chin-Yuan Yeh, Ting-An Chen, Eliana Pastor, Ming-Syan Chen

Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023

Concept-based Explainable Artificial Intelligence: A Survey.

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

CoRR, 2023

Beyond One-Hot-Encoding: Injecting Semantics to Drive Image Classifiers.

Alan Perotti, Simone Bertolotto, Eliana Pastor, André Panisson

Proceedings of the Explainable Artificial Intelligence, 2023

PoliToHFI at SemEval-2023 Task 6: Leveraging Entity-Aware and Hierarchical Transformers For Legal Entity Recognition and Court Judgment Prediction.

Irene Benedetto, Alkis Koudounas, Lorenzo Vaiani, Eliana Pastor, Elena Baralis, Luca Cagliero, Francesco Tarasconi

Proceedings of the The 17th International Workshop on Semantic Evaluation, 2023

ITALIC: An Italian Intent Classification Dataset.

Alkis Koudounas, Moreno La Quatra, Lorenzo Vaiani, Luca Colomba, Giuseppe Attanasio, Eliana Pastor, Luca Cagliero, Elena Baralis

Proceedings of the 24th Annual Conference of the International Speech Communication Association, 2023

A Hierarchical Approach to Anomalous Subgroup Discovery.

Eliana Pastor, Elena Baralis, Luca de Alfaro

Proceedings of the 39th IEEE International Conference on Data Engineering, 2023

Exploring Subgroup Performance in End-to-End Speech Models.

Alkis Koudounas, Eliana Pastor, Giuseppe Attanasio, Vittorio Mazzia, Manuel Giollo, Thomas Gueudré, Luca Cagliero, Luca de Alfaro, Elena Baralis, Daniele Amberti

Proceedings of the IEEE International Conference on Acoustics, 2023

ferret: a Framework for Benchmarking Explainers on Transformers.

Giuseppe Attanasio, Eliana Pastor, Chiara Di Bonaventura, Debora Nozza

Proceedings of the 17th Conference of the European Chapter of the Association for Computational Linguistics. EACL 2023, 2023

2022

Data-driven strategies for predictive maintenance: Lesson learned from an automotive use case.

Danilo Giordano, Flavio Giobergia, Eliana Pastor, Antonio La Macchia, Tania Cerquitelli, Elena Baralis, Marco Mellia, Davide Tricarico

Comput. Ind., 2022

Semantic Image Collection Summarization With Frequent Subgraph Mining.

Andrea Pasini, Flavio Giobergia, Eliana Pastor, Elena Baralis

IEEE Access, 2022

2021

How Divergent Is Your Data?

Eliana Pastor, Andrew Gavgavian, Elena Baralis, Luca de Alfaro

Proc. VLDB Endow., 2021

Dissecting a data-driven prognostic pipeline: A powertrain use case.

Danilo Giordano, Eliana Pastor, Flavio Giobergia, Tania Cerquitelli, Elena Baralis, Marco Mellia, Alessandra Neri, Davide Tricarico

Expert Syst. Appl., 2021

Identifying Biased Subgroups in Ranking and Classification.

Eliana Pastor, Luca de Alfaro, Elena Baralis

CoRR, 2021

Looking for Trouble: Analyzing Classifier Behavior via Pattern Divergence.

Eliana Pastor, Luca de Alfaro, Elena Baralis

Proceedings of the SIGMOD '21: International Conference on Management of Data, 2021

2020

Bring Your Own Data to X-PLAIN.

Eliana Pastor, Elena Baralis

Proceedings of the 2020 International Conference on Management of Data, 2020

PoliTeam @ AMI: Improving Sentence Embedding Similarity with Misogyny Lexicons for Automatic Misogyny Identification in Italian Tweets.

Giuseppe Attanasio, Eliana Pastor

Proceedings of the Seventh Evaluation Campaign of Natural Language Processing and Speech Tools for Italian. Final Workshop (EVALITA 2020), 2020

Evaluating espresso coffee quality by means of time-series feature engineering.

Daniele Apiletti, Eliana Pastor, Riccardo Callà, Elena Baralis

Proceedings of the Workshops of the EDBT/ICDT 2020 Joint Conference, 2020

2019

Explaining black box models by means of local rules.

Eliana Pastor, Elena Baralis

Proceedings of the 34th ACM/SIGAPP Symposium on Applied Computing, 2019

2018

Deriving Local Internal Logic for Black Box Models.

Eliana Pastor

Proceedings of the 26th Italian Symposium on Advanced Database Systems, 2018

A Density-based Preprocessing Technique to Scale Out Clustering.

Elena Baralis, Paolo Garza, Eliana Pastor

Proceedings of the IEEE International Conference on Big Data (IEEE BigData 2018), 2018