MONREALE, ANNA
MONREALE, ANNA
Istituto di Scienza e Tecnologie dell'Informazione "Alessandro Faedo" - ISTI
Efficiency boosts in human mobility data privacy risk assessment: advancements within the PRUDEnce framework
2024 Gomes, F. O.; Pellungrini, R.; Monreale, A.; Renso, C.; Martina, J. E.
Fast, Interpretable, and Deterministic Time Series Classification With a Bag-of-Receptive-Fields
2024 Spinnato, Francesco; Guidotti, Riccardo; Monreale, Anna; Nanni, Mirco
Geolet: an interpretable model for trajectory classification
2023 Landi C.; Spinnato F.; Guidotti R.; Monreale A.; Nanni M.
Stable and actionable explanations of black-box models through factual and counterfactual rules
2022 Guidotti, R.; Monreale, A.; Ruggieri, S.; Naretto, F.; Turini, F.; Pedreschi, D.; Giannotti, F.
Uncovering student temporal learning patterns
2022 Rotelli, D.; Monreale, A.; Guidotti, R.
Deriving a Single Interpretable Model by Merging Tree-Based Classifiers
2021 Bonsignori, Valerio; Guidotti, Riccardo; Monreale, Anna
Designing shapelets for interpretable data-agnostic classification
2021 Guidotti, R.; Monreale, A.
Data-agnostic local neighborhood generation
2020 Guidotti, R.; Monreale, A.
Explaining multi-label black-box classifiers for health applications
2020 Panigutti C.; Guidotti R.; Monreale A.; Pedreschi D.
Modeling Adversarial Behavior Against Mobility Data Privacy
2020 Pellungrini R.; Pappalardo L.; Simini F.; Monreale A.
A survey of methods for explaining black box models
2019 Guidotti R.; Monreale A.; Ruggieri S.; Turini F.; Giannotti F.; Pedreschi D.
Exploring students eating habits through individual profiling and clustering analysis
2019 Natilli, M; Monreale, A; Guidotti, R; Pappalardo, L
PRIMULE: Privacy risk mitigation for user profiles
2019 Pratesi, F; Gabrielli, L; Cintia, P; Monreale, A; Giannotti, F
The AI black box explanation problem
2019 Guidotti, R; Monreale, A; Pedreschi, D
Discovering temporal regularities in retail customers' shopping behavior
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
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
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
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
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
2017 Pellungrini, R; Pappalardo, L; Pratesi, F; Monreale, A
| 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. | |
| Fast, Interpretable, and Deterministic Time Series Classification With a Bag-of-Receptive-Fields | 1-gen-2024 | Spinnato, Francesco; Guidotti, Riccardo; Monreale, Anna; Nanni, Mirco | |
| 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. | |
| 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. | |
| Modeling Adversarial Behavior Against Mobility Data Privacy | 1-gen-2020 | Pellungrini R.; Pappalardo L.; Simini F.; Monreale A. | |
| 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 |