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Cecilia Panigutti
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Year
Doctor XAI: an ontology-based approach to black-box sequential data classification explanations
C Panigutti, A Perotti, D Pedreschi
Proceedings of the 2020 conference on fairness, accountability, and …, 2020
732020
Assessing the use of mobile phone data to describe recurrent mobility patterns in spatial epidemic models
C Panigutti, M Tizzoni, P Bajardi, Z Smoreda, V Colizza
Royal Society open science 4 (5), 160950, 2017
472017
FairLens: Auditing black-box clinical decision support systems
C Panigutti, A Perotti, A Panisson, P Bajardi, D Pedreschi
Information Processing & Management 58 (5), 102657, 2021
172021
Explaining multi-label black-box classifiers for health applications
C Panigutti, R Guidotti, A Monreale, D Pedreschi
International Workshop on Health Intelligence, 97-110, 2019
112019
Ethical, societal and legal issues in deep learning for healthcare
C Panigutti, A Monreale, G Comandé, D Pedreschi
Deep Learning in Biology and Medicine, 265-313, 2022
12022
Understanding the impact of explanations on advice-taking: a user study for AI-based clinical Decision Support Systems
C Panigutti, A Beretta, F Giannotti, D Pedreschi
CHI Conference on Human Factors in Computing Systems, 1-9, 2022
2022
Intelligenza artificiale in ambito diabetologico: prospettive, dalla ricerca di base alle applicazioni cliniche
C Panigutti, E Bosi
il Diabete 33, 2021
2021
IA comprensibile per il supporto alle decisioni: Doctor XAI
F Giannotti, C Panigutti, D Pedreschi
Biopolitica, pandemia e democrazia. Rule of law nella società digitale. Vol …, 2021
2021
Monte Carlo simulations of the Ising model on lattices and power law networks
M Pangallo, A Sala, C Panigutti
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Articles 1–9