| Looking for trouble: Analyzing classifier behavior via pattern divergence E Pastor, L De Alfaro, E Baralis SIGMOD 2021, 1400-1412, 2021 | 50 | 2021 |
| Explaining black box models by means of local rules E Pastor, E Baralis Proceedings of the 34th ACM/SIGAPP symposium on applied computing, 510-517, 2019 | 40 | 2019 |
| Concept-based explainable artificial intelligence: A survey E Poeta, G Ciravegna, E Pastor, T Cerquitelli, E Baralis arXiv preprint arXiv:2312.12936, 2023 | 38 | 2023 |
| Data-driven strategies for predictive maintenance: Lesson learned from an automotive use case D Giordano, F Giobergia, E Pastor, A La Macchia, T Cerquitelli, E Baralis, ... Computers in Industry 134, 103554, 2022 | 38 | 2022 |
| Correlating espresso quality with coffee-machine parameters by means of association rule mining D Apiletti, E Pastor Electronics 9 (1), 100, 2020 | 21 | 2020 |
| Benchmarking post-hoc interpretability approaches for transformer-based misogyny detection G Attanasio, D Nozza, E Pastor, D Hovy Proceedings of NLP Power! The First Workshop on Efficient Benchmarking in NLP, 2022 | 20 | 2022 |
| Dissecting a data-driven prognostic pipeline: A powertrain use case D Giordano, E Pastor, F Giobergia, T Cerquitelli, E Baralis, M Mellia, ... Expert Systems with Applications 180, 115109, 2021 | 20 | 2021 |
| How divergent is your data? E Pastor, A Gavgavian, E Baralis, L de Alfaro Proceedings of the VLDB Endowment 14 (12), 2835-2838, 2021 | 18 | 2021 |
| A Benchmarking Study of Kolmogorov-Arnold Networks on Tabular Data E Poeta, F Giobergia, E Pastor, T Cerquitelli, E Baralis arXiv preprint arXiv:2406.14529, 2024 | 16 | 2024 |
| Exploring subgroup performance in end-to-end speech models A Koudounas, E Pastor, G Attanasio, V Mazzia, M Giollo, T Gueudre, ... ICASSP 2023, 1-5, 2023 | 16 | 2023 |
| ITALIC: An Italian Intent Classification Dataset A Koudounas, M La Quatra, L Vaiani, L Colomba, G Attanasio, E Pastor, ... INTERSPEECH 2023, 2023 | 14 | 2023 |
| PoliTeam@ AMI: Improving sentence embedding similarity with misogyny lexicons for automatic misogyny identification in Italian tweets G Attanasio, E Pastor EVALITA Evaluation of NLP and Speech Tools for Italian-December 17th, 2020, 48, 2020 | 14 | 2020 |
| Towards comprehensive subgroup performance analysis in speech models A Koudounas, E Pastor, G Attanasio, V Mazzia, M Giollo, T Gueudre, ... IEEE/ACM Transactions on Audio, Speech, and Language Processing, 2024 | 11 | 2024 |
| ferret: a Framework for Benchmarking Explainers on Transformers G Attanasio, E Pastor, C Di Bonaventura, D Nozza EACL Demo 2022, 2023 | 11 | 2023 |
| Identifying biased subgroups in ranking and classification E Pastor, L de Alfaro, E Baralis arXiv preprint arXiv:2108.07450, 2021 | 10 | 2021 |
| A hierarchical approach to anomalous subgroup discovery E Pastor, E Baralis, L de Alfaro ICDE 2023, 2647-2659, 2023 | 9 | 2023 |
| Semantic image collection summarization with frequent subgraph mining A Pasini, F Giobergia, E Pastor, E Baralis IEEE Access 10, 131747-131764, 2022 | 9 | 2022 |
| Prioritizing data acquisition for end-to-end speech model improvement A Koudounas, E Pastor, G Attanasio, L de Alfaro, E Baralis ICASSP 2024, 7000-7004, 2024 | 7 | 2024 |
| Explaining speech classification models via word-level audio segments and paralinguistic features E Pastor, A Koudounas, G Attanasio, D Hovy, E Baralis EACL 2024, 2023 | 7 | 2023 |
| KAN You See It? KANs and Sentinel for Effective and Explainable Crop Field Segmentation DR Cambrin, E Poeta, E Pastor, T Cerquitelli, E Baralis, P Garza arXiv preprint arXiv:2408.07040, 2024 | 5* | 2024 |