| The revival of the notes field: leveraging the unstructured content in electronic health records M Assale, LG Dui, A Cina, A Seveso, F Cabitza Frontiers in medicine 6, 66, 2019 | 85 | 2019 |
| Skills2Job: A recommender system that encodes job offer embeddings on graph databases A Giabelli, L Malandri, F Mercorio, M Mezzanzanica, A Seveso Applied Soft Computing 101, 107049, 2021 | 65 | 2021 |
| NEO: A tool for taxonomy enrichment with new emerging occupations A Giabelli, L Malandri, F Mercorio, M Mezzanzanica, A Seveso International Semantic Web Conference, 568-584, 2020 | 31 | 2020 |
| ContrXT: Generating contrastive explanations from any text classifier L Malandri, F Mercorio, M Mezzanzanica, N Nobani, A Seveso Information Fusion 81, 103-115, 2022 | 17 | 2022 |
| Role of time-normalized laboratory findings in predicting COVID-19 outcome D Ferrari, A Seveso, E Sabetta, D Ceriotti, A Carobene, G Banfi, ... Diagnosis 7 (4), 387-394, 2020 | 15 | 2020 |
| Ordinal labels in machine learning: a user-centered approach to improve data validity in medical settings A Seveso, A Campagner, D Ciucci, F Cabitza BMC Medical Informatics and Decision Making 20 (Suppl 5), 142, 2020 | 14 | 2020 |
| Xai meets llms: A survey of the relation between explainable ai and large language models E Cambria, L Malandri, F Mercorio, N Nobani, A Seveso arXiv preprint arXiv:2407.15248, 2024 | 13 | 2024 |
| Programmed inefficiencies in DSS-supported human decision making F Cabitza, A Campagner, D Ciucci, A Seveso Modeling Decisions for Artificial Intelligence: 16th International …, 2019 | 13 | 2019 |
| Model-contrastive explanations through symbolic reasoning L Malandri, F Mercorio, M Mezzanzanica, A Seveso Decision Support Systems 176, 114040, 2024 | 10 | 2024 |
| NEO: A system for identifying new emerging occupation from job ads A Giabelli, L Malandri, F Mercorio, M Mezzanzanica, A Seveso Proceedings of the AAAI Conference on Artificial Intelligence 35 (18), 16035 …, 2021 | 10 | 2021 |
| The Good, the Bad, and the Explainer: A Tool for Contrastive Explanations of Text Classifiers. L Malandri, F Mercorio, M Mezzanzanica, N Nobani, A Seveso IJCAI, 5936-5939, 2022 | 8 | 2022 |
| Skills2Graph: Processing million Job Ads to face the Job Skill Mismatch Problem. A Giabelli, L Malandri, F Mercorio, M Mezzanzanica, A Seveso IJCAI, 4984-4987, 2021 | 6 | 2021 |
| Explainable ai for text classification: Lessons from a comprehensive evaluation of post hoc methods M Cesarini, L Malandri, F Pallucchini, A Seveso, F Xing Cognitive Computation, 1-19, 2024 | 4 | 2024 |
| Augmenting XAI with LLMs: A Case Study in Banking Marketing Recommendation A Castelnovo, R Depalmas, F Mercorio, N Mombelli, D Potertì, A Serino, ... World Conference on Explainable Artificial Intelligence, 211-229, 2024 | 4 | 2024 |
| Disce aut deficere: Evaluating llms proficiency on the invalsi italian benchmark F Mercorio, M Mezzanzanica, D Potertì, A Serino, A Seveso arXiv preprint arXiv:2406.17535, 2024 | 4 | 2024 |
| eXDiL: A Tool for Classifying and eXplaining Hospital Discharge Letters F Mercorio, M Mezzanzanica, A Seveso International Cross-Domain Conference for Machine Learning and Knowledge …, 2020 | 4 | 2020 |
| Developing a Machine Learning Model for Predicting Postnatal Growth in Very Low Birth Weight Infants A Seveso, V Bozzetti, P Tagliabue, M Ventura, F Cabitza Proceedings of the 13th International Joint Conference on Biomedical …, 2020 | 3 | 2020 |
| Detecting the effect size of weather conditions on Patient-Reported Outcome Measures (PROMs) F Milella, A Seveso, L Famiglini, G Banfi, F Cabitza Journal of personalized medicine 12 (11), 1811, 2022 | 2 | 2022 |
| Skills2Job: A Recommender System that Encodes Job Offer Embeddings on Graph Databases (Student Abstract) A Seveso, A Giabelli, L Malandri, F Mercorio, M Mezzanzanica Proceedings of the AAAI Conference on Artificial Intelligence 35 (18), 15885 …, 2021 | 2 | 2021 |
| Leveraging Group Contrastive Explanations for Handling Fairness A Castelnovo, N Inverardi, L Malandri, F Mercorio, M Mezzanzanica, ... World Conference on Explainable Artificial Intelligence, 332-345, 2023 | 1 | 2023 |
Fabio MercorioFull Professor in Computer Science, University of Milano-BicoccaEmail yang diverifikasi di unimib.it