Eliana Pastor

According to our database, Eliana Pastor authored at least 22 papers between 2018 and 2024.

Collaborative distances:

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

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

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

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

ITALIC: An Italian Intent Classification Dataset.

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

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