| 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 | 33 | 2019 |
| Looking for trouble: Analyzing classifier behavior via pattern divergence E Pastor, L De Alfaro, E Baralis Proceedings of the 2021 International Conference on Management of Data, 1400 …, 2021 | 32 | 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 | 24 | 2022 |
| Correlating espresso quality with coffee-machine parameters by means of association rule mining D Apiletti, E Pastor Electronics 9 (1), 100, 2020 | 18 | 2020 |
| 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 | 16 | 2021 |
| 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 | 13 | 2022 |
| 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 | 12 | 2020 |
| How divergent is your data? E Pastor, A Gavgavian, E Baralis, L de Alfaro Proceedings of the VLDB Endowment 14 (12), 2835-2838, 2021 | 11 | 2021 |
| Exploring subgroup performance in end-to-end speech models A Koudounas, E Pastor, G Attanasio, V Mazzia, M Giollo, T Gueudre, ... ICASSP 2023-2023 IEEE International Conference on Acoustics, Speech and …, 2023 | 9 | 2023 |
| ferret: a Framework for Benchmarking Explainers on Transformers G Attanasio, E Pastor, C Di Bonaventura, D Nozza Proceedings of the 17th Conference of the European Chapter of the …, 2023 | 8 | 2023 |
| Concept-based explainable artificial intelligence: A survey E Poeta, G Ciravegna, E Pastor, T Cerquitelli, E Baralis arXiv preprint arXiv:2312.12936, 2023 | 6 | 2023 |
| ITALIC: An Italian Intent Classification Dataset A Koudounas, M La Quatra, L Vaiani, L Colomba, G Attanasio, E Pastor, ... INTERSPEECH 2023, 2023 | 6 | 2023 |
| Identifying biased subgroups in ranking and classification E Pastor, L de Alfaro, E Baralis arXiv preprint arXiv:2108.07450, 2021 | 6 | 2021 |
| Semantic image collection summarization with frequent subgraph mining A Pasini, F Giobergia, E Pastor, E Baralis IEEE Access 10, 131747-131764, 2022 | 5 | 2022 |
| 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 | 4 | 2024 |
| A Hierarchical Approach to Anomalous Subgroup Discovery E Pastor, E Baralis, L de Alfaro 2023 IEEE 39th International Conference on Data Engineering (ICDE), 2647-2659, 2023 | 4 | 2023 |
| Evaluating espresso coffee quality by means of time-series feature engineering. D Apiletti, E Pastor, R Callà, E Baralis EDBT/ICDT Workshops, 2020 | 4 | 2020 |
| 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 | 3 | 2023 |
| A density-based preprocessing technique to scale out clustering E Baralis, P Garza, E Pastor 2018 IEEE International Conference on Big Data (Big Data), 2078-2087, 2018 | 3 | 2018 |
| Beyond One-Hot-Encoding: Injecting Semantics to Drive Image Classifiers A Perotti, S Bertolotto, E Pastor, A Panisson World Conference on Explainable Artificial Intelligence, 525-548, 2023 | 2 | 2023 |
