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Andrea Seveso
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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
712019
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
432021
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
242020
ContrXT: Generating contrastive explanations from any text classifier
L Malandri, F Mercorio, M Mezzanzanica, N Nobani, A Seveso
Information Fusion 81, 103-115, 2022
122022
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
122020
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
92020
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
82021
Programmed inefficiencies in DSS-supported human decision making
F Cabitza, A Campagner, D Ciucci, A Seveso
Modeling Decisions for Artificial Intelligence: 16th International …, 2019
82019
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
52022
Model-contrastive explanations through symbolic reasoning
L Malandri, F Mercorio, M Mezzanzanica, A Seveso
Decision Support Systems 176, 114040, 2024
32024
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
32021
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
22020
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
12021
A Human-AI Teaming Approach for Incremental Taxonomy Learning from Text.
A Seveso, F Mercorio, M Mezzanzanica
IJCAI, 4917-4918, 2021
12021
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
12020
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
2023
Symbolic Reasoning for Contrastive Explanations
A Seveso
Università degli Studi di Milano-Bicocca, 2023
2023
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
2022
Contrastive Explanations of Text Classifiers as a Service
L Malandri, F Mercorio, M Mezzanzanica, N Nobani, A Seveso
Proceedings of the 2022 Conference of the North American Chapter of the …, 2022
2022
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Articles 1–19