| Concept-based explainable artificial intelligence: A survey E Poeta, G Ciravegna, E Pastor, T Cerquitelli, E Baralis ACM Computing Surveys, 2023 | 109 | 2023 |
| Looking for trouble: Analyzing classifier behavior via pattern divergence E Pastor, L De Alfaro, E Baralis SIGMOD 2021, 1400-1412, 2021 | 70 | 2021 |
| 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 | 60 | 2022 |
| 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 | 45 | 2019 |
| A benchmarking study of kolmogorov-arnold networks on tabular data E Poeta, F Giobergia, E Pastor, T Cerquitelli, E Baralis 2024 IEEE 18th International Conference on Application of Information and …, 2024 | 43 | 2024 |
| 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 | 29 | 2022 |
| ITALIC: An Italian Intent Classification Dataset A Koudounas, M La Quatra, L Vaiani, L Colomba, G Attanasio, E Pastor, ... INTERSPEECH 2023, 2023 | 25 | 2023 |
| KAN you see it? KANs and sentinel for effective and explainable crop field segmentation D Rege Cambrin, E Poeta, E Pastor, T Cerquitelli, E Baralis, P Garza European Conference on Computer Vision, 115-131, 2024 | 22 | 2024 |
| 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 | 21 | 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 | 21 | 2021 |
| Correlating espresso quality with coffee-machine parameters by means of association rule mining D Apiletti, E Pastor Electronics 9 (1), 100, 2020 | 21 | 2020 |
| ferret: a Framework for Benchmarking Explainers on Transformers G Attanasio, E Pastor, C Di Bonaventura, D Nozza EACL Demo 2022, 2023 | 20 | 2023 |
| 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 | 19 | 2023 |
| 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 32, 1468-1480, 2024 | 18 | 2024 |
| Identifying biased subgroups in ranking and classification E Pastor, L de Alfaro, E Baralis arXiv preprint arXiv:2108.07450, 2021 | 17 | 2021 |
| 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 | 15 | 2023 |
| A Contrastive Learning Approach to Mitigate Bias in Speech Models A Koudounas, F Giobergia, E Pastor, E Baralis INTERSPEECH 2024, 2024 | 14 | 2024 |
| 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 | 14 | 2024 |
| 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–17 December 2020, 48-54, 2020 | 14 | 2020 |
| A hierarchical approach to anomalous subgroup discovery E Pastor, E Baralis, L de Alfaro ICDE 2023, 2647-2659, 2023 | 12 | 2023 |
