MONREALE, ANNA
MONREALE, ANNA
Geolet: an interpretable model for trajectory classification
2023 Landi C.; Spinnato F.; Guidotti R.; Monreale A.; Nanni M.
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, Riccardo; Monreale, Anna
GLocalX - From Local to Global Explanations of Black Box AI Models
2021 Setzu, Mattia; Guidotti, Riccardo; Monreale, Anna; Turini, Franco; Pedreschi, Dino; Giannotti, Fosca
GLocalX-From Local to Global Explanations of Black Box AI Models
2021 Setzu; Mattia;Guidotti; Riccardo;Monreale; Anna;Turini; Franco;Pedreschi; Dino;Giannotti; Fosca
Data-Agnostic Local Neighborhood Generation
2020 Guidotti, Riccardo; Guidotti, Riccardo; Monreale, Anna; Monreale, Anna
Data-agnostic local neighborhood generation
2020 Guidotti, Riccardo; Monreale, Anna
Explaining Any Time Series Classifier
2020 Guidotti, Riccardo; Guidotti, Riccardo; Monreale, Anna; Monreale, Anna; Spinnato, ; Francesco, ; Pedreschi, Dino; Pedreschi, Dino; Giannotti, Fosca; Giannotti, Fosca
Explaining Image Classifiers Generating Exemplars and Counter-Exemplars from Latent Representations
2020 Guidotti, Riccardo; Guidotti, Riccardo; Monreale, Anna; Monreale, Anna; Matwin, ; Stan, ; Pedreschi, Dino; Pedreschi, Dino
Explaining image classifiers generating exemplars and counter-exemplars from latent representations
2020 Guidotti, Riccardo; Monreale, Anna; Matwin, Stan; Pedreschi, Dino
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.
Titolo | Data di pubblicazione | Autore(i) | File |
---|---|---|---|
Geolet: an interpretable model for trajectory classification | 1-gen-2023 | Landi C.; Spinnato F.; Guidotti R.; Monreale A.; Nanni M. | |
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, Riccardo; Monreale, Anna | |
GLocalX - From Local to Global Explanations of Black Box AI Models | 1-gen-2021 | Setzu, Mattia; Guidotti, Riccardo; Monreale, Anna; Turini, Franco; Pedreschi, Dino; Giannotti, Fosca | |
GLocalX-From Local to Global Explanations of Black Box AI Models | 1-gen-2021 | Setzu; Mattia;Guidotti; Riccardo;Monreale; Anna;Turini; Franco;Pedreschi; Dino;Giannotti; Fosca | |
Data-Agnostic Local Neighborhood Generation | 1-gen-2020 | Guidotti, Riccardo; Guidotti, Riccardo; Monreale, Anna; Monreale, Anna | |
Data-agnostic local neighborhood generation | 1-gen-2020 | Guidotti, Riccardo; Monreale, Anna | |
Explaining Any Time Series Classifier | 1-gen-2020 | Guidotti, Riccardo; Guidotti, Riccardo; Monreale, Anna; Monreale, Anna; Spinnato, ; Francesco, ; Pedreschi, Dino; Pedreschi, Dino; Giannotti, Fosca; Giannotti, Fosca | |
Explaining Image Classifiers Generating Exemplars and Counter-Exemplars from Latent Representations | 1-gen-2020 | Guidotti, Riccardo; Guidotti, Riccardo; Monreale, Anna; Monreale, Anna; Matwin, ; Stan, ; Pedreschi, Dino; Pedreschi, Dino | |
Explaining image classifiers generating exemplars and counter-exemplars from latent representations | 1-gen-2020 | Guidotti, Riccardo; Monreale, Anna; Matwin, Stan; Pedreschi, Dino | |
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. |