CNR Institutional Research Information System

MONREALE, ANNA

MONREALE, ANNA  

Istituto di Scienza e Tecnologie dell'Informazione "Alessandro Faedo" - ISTI  

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Titolo Data di pubblicazione Autore(i) File
Efficiency boosts in human mobility data privacy risk assessment: advancements within the PRUDEnce framework 1-gen-2024 Gomes, F. O.; Pellungrini, R.; Monreale, A.; Renso, C.; Martina, J. E.
Geolet: an interpretable model for trajectory classification 1-gen-2023 Landi, C; Spinnato, F; Guidotti, R; Monreale, A; Nanni, M
Stable and actionable explanations of black-box models through factual and counterfactual rules 1-gen-2022 Guidotti, R.; Monreale, A.; Ruggieri, S.; Naretto, F.; Turini, F.; Pedreschi, D.; Giannotti, F.
Uncovering student temporal learning patterns 1-gen-2022 Rotelli, D.; Monreale, A.; Guidotti, R.
An ethico-legal framework for social data science (International Journal of Data Science and Analytics, (2021), 11, 4, (377-390), 10.1007/s41060-020-00211-7) 1-gen-2021 Forgo, N.; Hanold, S.; van den Hoven, J.; Krugel, T.; Lishchuk, I.; Mahieu, R.; Monreale, A.; Pedreschi, D.; Pratesi, F.; van Putten, D.
Deriving a Single Interpretable Model by Merging Tree-Based Classifiers 1-gen-2021 Bonsignori, Valerio; Guidotti, Riccardo; Monreale, Anna
Designing shapelets for interpretable data-agnostic classification 1-gen-2021 Guidotti, R.; Monreale, A.
Data-agnostic local neighborhood generation 1-gen-2020 Guidotti, R.; Monreale, A.
Explaining multi-label black-box classifiers for health applications 1-gen-2020 Panigutti C.; Guidotti R.; Monreale A.; Pedreschi D.
A survey of methods for explaining black box models 1-gen-2019 Guidotti R.; Monreale A.; Ruggieri S.; Turini F.; Giannotti F.; Pedreschi D.
Exploring students eating habits through individual profiling and clustering analysis 1-gen-2019 Natilli, M; Monreale, A; Guidotti, R; Pappalardo, L
PRIMULE: Privacy risk mitigation for user profiles 1-gen-2019 Pratesi, F; Gabrielli, L; Cintia, P; Monreale, A; Giannotti, F
The AI black box explanation problem 1-gen-2019 Guidotti, R; Monreale, A; Pedreschi, D
Discovering temporal regularities in retail customers' shopping behavior 1-gen-2018 Guidotti, R; Gabrielli, L; Monreale, A; Pedreschi, D; Giannotti, F
Gastroesophageal reflux symptoms among Italian university students: epidemiology and dietary correlates using automatically recorded transactions 1-gen-2018 Martinucci, I; Natilli, M; Lorenzoni, V; Pappalardo, L; Monreale, A; Turchetti, G; Pedreschi, D; Marchi, S; Barale, R; De Bortoli, N
How data mining and machine learning evolved from relational data base to data science 1-gen-2018 Amato G.; Candela L.; Castelli D.; Esuli A.; Falchi F.; Gennaro C.; Giannotti F.; Monreale A.; Nanni M.; Pagano P.; Pappalardo L.; Pedreschi D.; Pratesi F.; Rabitti F.; Rinzivillo S.; Rossetti G.; Ruggieri S.; Sebastiani F.; Tesconi M.
Local rule-based explanations of black box decision systems 1-gen-2018 Guidotti R.; Monreale A.; Ruggieri S.; Pedreschi D.; Turini F.; Giannotti F.
Open the black box data-driven explanation of black box decision systems 1-gen-2018 Pedreschi D.; Giannotti F.; Guidotti R.; Monreale A.; Pappalardo L.; Ruggieri S.; Turini F.
A data mining approach to assess privacy risk in human mobility data 1-gen-2017 Pellungrini, R; Pappalardo, L; Pratesi, F; Monreale, A
Clustering individual transactional data for masses of users 1-gen-2017 Guidotti R.; Monreale A.; Nanni M.; Giannotti F.; Pedreschi D.