Sfoglia per Autore
Model-contrastive explanations through symbolic reasoning
2024 Malandri, L; Mercorio, F; Mezzanzanica, M; Seveso, A
Explainable AI for Text Classification: Lessons from a Comprehensive Evaluation of Post Hoc Methods
2024 Cesarini, M; Malandri, L; Pallucchini, F; Seveso, A; Xing, F
Augmenting XAI with LLMs: A Case Study in Banking Marketing Recommendation
2024 Castelnovo, A; Depalmas, R; Mercorio, F; Mombelli, N; Potertì, D; Serino, A; Seveso, A; Sorrentino, S; Viola, L
Symbolic Reasoning for Contrastive Explanations
2023 Seveso, A
Leveraging Group Contrastive Explanations for Handling Fairness
2023 Castelnovo, A; Inverardi, N; Malandri, L; Mercorio, F; Mezzanzanica, M; Seveso, A
The Good, the Bad, and the Explainer: A Tool for Contrastive Explanations of Text Classifiers
2022 Malandri, L; Mercorio, F; Mezzanzanica, M; Nobani, N; Seveso, A
ContrXT: Generating contrastive explanations from any text classifier
2022 Malandri, L; Mercorio, F; Mezzanzanica, M; Nobani, N; Seveso, A
Detecting the Effect Size of Weather Conditions on Patient-Reported Outcome Measures (PROMs)
2022 Milella, F; Seveso, A; Famiglini, L; Banfi, G; Cabitza, F
Contrastive Explanations of Text Classifiers as a Service
2022 Malandri, L; Mercorio, F; Mezzanzanica, M; Nobani, N; Seveso, A
Skills2Graph: Processing Million Job Ads to face the Job Skill Mismatch Problem
2021 Giabelli, A; Malandri, L; Mercorio, F; Mezzanzanica, M; Seveso, A
Skills2Job: A Recommender System that Encodes Job Offer Embeddings on Graph Databases
2021 Giabelli, A; Malandri, L; Mercorio, F; Mezzanzanica, M; Seveso, A
NEO: A System for Identifying New Emerging Occupation from Job Ads
2021 Giabelli, A; Malandri, L; Mercorio, F; Mezzanzanica, M; Seveso, A
Skills2Job: A Recommender System that Encodes Job Offer Embeddings on Graph Databases (Student Abstract)
2021 Seveso, A; Giabelli, A; Malandri, L; Mercorio, F; Mezzanzanica, M
A Human-AI Teaming Approach for Incremental Taxonomy Learning from Text
2021 Seveso, A; Mercorio, F; Mezzanzanica, M
NEO: A Tool for Taxonomy Enrichment with New Emerging Occupations
2020 Giabelli, A; Malandri, L; Mercorio, F; Mezzanzanica, M; Seveso, A
eXDiL: A Tool for Classifying and eXplaining Hospital Discharge Letters
2020 Mercorio, F; Mezzanzanica, M; Seveso, A
Developing a machine learning model for predicting postnatal growth in very low birth weight infants
2020 Cabitza, F; Ventura, M; Tagliabue, P; Bozzetti, V; Seveso, A
Ordinal labels in machine learning: a user-centered approach to improve data validity in medical settings
2020 Seveso, A; Campagner, A; Ciucci, D; Cabitza, F
Role of time-normalized laboratory findings in predicting COVID-19 outcome
2020 Ferrari, D; Seveso, A; Sabetta, E; Ceriotti, D; Carobene, A; Banfi, G; Locatelli, M; Cabitza, F
Evaluation of cost-saving machine learning methods for patient blood management
2020 Brinati, D; Seveso, A; Perazzo, P; Banfi, G; Cabitza, F
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