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Campagner, Andrea
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1

Second opinion machine learning for fast-track pathway assi..:

Campagner, Andrea ; Milella, Frida ; Banfi, Giuseppe.
BMC Medical Informatics and Decision Making.  24 (2024)  S4 - p. , 2024
Link: https://doi.org/10.1186/..
 
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2

Never tell me the odds: Investigating pro-hoc explanations ..:

Cabitza, Federico ; Natali, Chiara ; Famiglini, Lorenzo...
Artificial Intelligence in Medicine.  150 (2024)  - p. 102819 , 2024
Link: https://doi.org/10.1016/..
 
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3

Evidence-based XAI: An empirical approach to design more ef..:

Famiglini, Lorenzo ; Campagner, Andrea ; Barandas, Marilia...
Computers in Biology and Medicine.  170 (2024)  - p. 108042 , 2024
Link: https://doi.org/10.1016/..
 
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4

Evaluation of uncertainty quantification methods in multi-l..:

Barandas, Marília ; Famiglini, Lorenzo ; Campagner, Andrea...
Information Fusion.  101 (2024)  - p. 101978 , 2024
Link: https://doi.org/10.1016/..
 
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5

Partially-defined equivalence relations: Relationship with ..:

Boffa, Stefania ; Campagner, Andrea ; Ciucci, Davide
Information Sciences.  657 (2024)  - p. 119941 , 2024
Link: https://doi.org/10.1016/..
 
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6

Ensemble Predictors: Possibilistic Combination of Conformal..:

Campagner, Andrea ; Barandas, Marília ; Folgado, Duarte..
IEEE Transactions on Pattern Analysis and Machine Intelligence.  , 2024
Link: https://doi.org/10.1109/..
 
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7

Learning from fuzzy labels: Theoretical issues and algorith..:

Campagner, Andrea
International Journal of Approximate Reasoning.  171 (2024)  - p. 108969 , 2024
Link: https://doi.org/10.1016/..
 
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8

Painting the Black Box White: Experimental Findings from Ap..:

Cabitza, Federico ; Campagner, Andrea ; Natali, Chiara...
Machine Learning and Knowledge Extraction.  5 (2023)  1 - p. 269-286 , 2023
Link: https://doi.org/10.3390/..
 
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9

Aggregation models in ensemble learning: A large-scale comp..:

Campagner, Andrea ; Ciucci, Davide ; Cabitza, Federico
Information Fusion.  90 (2023)  - p. 241-252 , 2023
Link: https://doi.org/10.1016/..
 
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10

Everything is varied: The surprising impact of instantial v..:

Campagner, Andrea ; Famiglini, Lorenzo ; Carobene, Anna.
Applied Soft Computing.  146 (2023)  - p. 110644 , 2023
Link: https://doi.org/10.1016/..
 
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11

Assessment of Fast-Track Pathway in Hip and Knee Replacemen..:

Campagner, Andrea ; Milella, Frida ; Guida, Stefania...
Diagnostics.  13 (2023)  6 - p. 1189 , 2023
Link: https://doi.org/10.3390/..
 
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12

A distributional framework for evaluation, comparison and u..:

Campagner, Andrea ; Ciucci, Davide ; Denœux, Thierry
International Journal of Approximate Reasoning.  162 (2023)  - p. 109008 , 2023
Link: https://doi.org/10.1016/..
 
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13

A general framework for evaluating and comparing soft clust..:

Campagner, Andrea ; Ciucci, Davide ; Denœux, Thierry
Information Sciences.  623 (2023)  - p. 70-93 , 2023
Link: https://doi.org/10.1016/..
 
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14

Rams, hounds and white boxes: Investigating human–AI collab..:

Cabitza, Federico ; Campagner, Andrea ; Ronzio, Luca...
Artificial Intelligence in Medicine.  138 (2023)  - p. 102506 , 2023
Link: https://doi.org/10.1016/..
 
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15

Quod erat demonstrandum? - Towards a typology of the concep..:

Cabitza, Federico ; Campagner, Andrea ; Malgieri, Gianclaudio...
Expert Systems with Applications.  213 (2023)  - p. 118888 , 2023
Link: https://doi.org/10.1016/..
 
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