VANNUCCI, GIULIA
VANNUCCI, GIULIA
DIPARTIMENTO DI INGEGNERIA ELETTRICA E TECNOLOGIE DELL'INFORMAZIONE
Semilinear regression trees
2019 Vannucci, Giulia; Gottard, Anna
Pool testing on random and natural clusters of individuals: optimisation of SARS-CoV-2 surveillance in the presence of low viral load samples
2020 Baccini, Michela; Mattei, Alessandra; Paganini, Irene; Rocco, Emilia; Sani, Cristina; Vannucci, Giulia; Bisanzi, Simonetta; Burroni, Elena; Peluso, Marco; Munnia, Armelle; Cellai, Filippo; Pompeo, Giampaolo; Micio, Laura; Viti, Jessica; Mealli, Fabrizia; Carozzi, Francesca
A 10-years retrospective observational study in dichorionic twin pregnancies: role of fetal gender pairing on obstetric outcome
2021 Bolzonella, Sara; Vannuccini, Silvia; Colucci, Chiara; Vannucci, Giulia; Strambi, Noemi; Seravalli, Viola; Di Tommaso, Mariarosaria
A warning signal for variable importance interpretation in tree-based algorithms
2020 Gottard, Anna; Vannucci, Giulia
Tree embedded linear mixed models
2019 Gottard, Anna; Gottard, Anna; Grilli, Leonardo; Grilli, Leonardo; Rampichini, Carla; Rampichini, Carla; Vannucci, Giulia; Vannucci, Giulia
Evaluating COVID-19 screening strategies based on serological tests
2020 Baccini, Michela; Mattei, Alessandra; Rocco, Emilia; Vannucci, Giulia; Mealli, Fabrizia
Random effects regression trees for the analysis of INVALSI data
2021 Vannucci, Giulia; Gottard, Anna; Grilli, Leonardo; Rampichini, Carla
Evaluating a SARS-CoV-2 screening strategy based on serological tests
2020 Baccini, Michela; Mattei, Alessandra; Rocco, Emilia; Vannucci, Giulia; Mealli, Fabrizia
An evolutionary estimation procedure for Generalized Semilinear Regression Trees
2023 Vannucci, Giulia; Gottard, Anna
Mixed-effect models with trees
2023 Gottard, Anna; Vannucci, Giulia; Grilli, Leonardo; Rampichini, Carla
Pool testing on random and natural clusters of individuals: optimisation of SARS-CoV-2 surveillance in the presence of low viral load samples
2021 Baccini, Michela; Rocco, Emilia; Paganini, Irene; Mattei, Alessandra; Sani, Cristina; Vannucci, Giulia; Bisanzi, Simonetta; Burroni, Elena; Peluso, Marco; Munnia, Armelle; Cellai, Filippo; Pompeo, Giampaolo; Micio, Laura; Viti, Jessica; Mealli, Fabrizia; Maria Carozzi, Francesca
A note on the interpretation of tree-based regression models
2020 Gottard, Anna; Vannucci, Giulia; Marchetti, Giovanni Maria
An annotated timeline of sensitivity analysis
2024 Tarantola, Stefano; Ferretti, Federico; Lo Piano, Samuele; Kozlova, Mariia; Lachi, Alessio; Rosati, Rossana; Puy, Arnald; Roy, Pamphile; Vannucci, Giulia; Kuc-Czarnecka, Marta; Saltelli, Andrea
Serum Lactate Dehydrogenase Levels Reflect the Lung Injury Extension in COVID-19 Patients at Hospital Admission
2025 Bertilacchi, M. S.; Vannucci, G.; Piccarducci, R.; Germelli, L.; Giacomelli, C.; Romei, C.; Bartholmai, B.; Barbieri, G.; Martini, C.; Baccini, M.
Enhancing Statistical Inference in Mixed-Effect Three-Tree Model: A Data-Carving Estimation Strategy with an Application on Amyotrophic Lateral Sclerosis Data
2025 Vannucci, G.; Siciliano, R.; Iuzzolino, V.; Senerchia, G.; Dubbioso, R.
Global Sensitivity Analysis for Robust XAI: Quantifying Clinical Risk and Prediction Instability in Dermoscopic Image Classification
2026 Vannucci, Giulia; Patrik Williame Coppolecchia, Renato; Siciliano, Roberta
Global sensitivity analysis in random forests: unveiling generative variable importance
2026 Vannucci, G.; Siciliano, R.; Saltelli, A.
Sensitivity Analysis
2025 Vannucci, Giulia; Annoni, Paola; Saltelli, Andrea
| Titolo | Tipologia | Data di pubblicazione | Autore(i) | File |
|---|---|---|---|---|
| Semilinear regression trees | 4.1 Articoli in Atti di convegno | 2019 | Vannucci, Giulia; Gottard, Anna | |
| Pool testing on random and natural clusters of individuals: optimisation of SARS-CoV-2 surveillance in the presence of low viral load samples | 5.14 Altro ministeriale | 2020 | Baccini, Michela; Mattei, Alessandra; Paganini, Irene; Rocco, Emilia; Sani, Cristina; Vannucci, Giulia; Bisanzi, Simonetta; Burroni, Elena; Peluso, Marco; Munnia, Armelle; Cellai, Filippo; Pompeo, Giampaolo; Micio, Laura; Viti, Jessica; Mealli, Fabrizia; Carozzi, Francesca | |
| A 10-years retrospective observational study in dichorionic twin pregnancies: role of fetal gender pairing on obstetric outcome | 1.5 Abstract in rivista | 2021 | Bolzonella, Sara; Vannuccini, Silvia; Colucci, Chiara; Vannucci, Giulia; Strambi, Noemi; Seravalli, Viola; Di Tommaso, Mariarosaria | |
| A warning signal for variable importance interpretation in tree-based algorithms | 4.1 Articoli in Atti di convegno | 2020 | Gottard, Anna; Vannucci, Giulia | |
| Tree embedded linear mixed models | 4.1 Articoli in Atti di convegno | 2019 | Gottard, Anna; Gottard, Anna; Grilli, Leonardo; Grilli, Leonardo; Rampichini, Carla; Rampichini, Carla; Vannucci, Giulia; Vannucci, Giulia | |
| Evaluating COVID-19 screening strategies based on serological tests | 5.14 Altro ministeriale | 2020 | Baccini, Michela; Mattei, Alessandra; Rocco, Emilia; Vannucci, Giulia; Mealli, Fabrizia | |
| Random effects regression trees for the analysis of INVALSI data | 4.1 Articoli in Atti di convegno | 2021 | Vannucci, Giulia; Gottard, Anna; Grilli, Leonardo; Rampichini, Carla | |
| Evaluating a SARS-CoV-2 screening strategy based on serological tests | 1.1 Articolo in rivista | 2020 | Baccini, Michela; Mattei, Alessandra; Rocco, Emilia; Vannucci, Giulia; Mealli, Fabrizia | |
| An evolutionary estimation procedure for Generalized Semilinear Regression Trees | 1.1 Articolo in rivista | 2023 | Vannucci, Giulia; Gottard, Anna | |
| Mixed-effect models with trees | 1.1 Articolo in rivista | 2023 | Gottard, Anna; Vannucci, Giulia; Grilli, Leonardo; Rampichini, Carla | |
| Pool testing on random and natural clusters of individuals: optimisation of SARS-CoV-2 surveillance in the presence of low viral load samples | 1.1 Articolo in rivista | 2021 | Baccini, Michela; Rocco, Emilia; Paganini, Irene; Mattei, Alessandra; Sani, Cristina; Vannucci, Giulia; Bisanzi, Simonetta; Burroni, Elena; Peluso, Marco; Munnia, Armelle; Cellai, Filippo; Pompeo, Giampaolo; Micio, Laura; Viti, Jessica; Mealli, Fabrizia; Maria Carozzi, Francesca | |
| A note on the interpretation of tree-based regression models | 1.1 Articolo in rivista | 2020 | Gottard, Anna; Vannucci, Giulia; Marchetti, Giovanni Maria | |
| An annotated timeline of sensitivity analysis | 1.1 Articolo in rivista | 2024 | Tarantola, Stefano; Ferretti, Federico; Lo Piano, Samuele; Kozlova, Mariia; Lachi, Alessio; Rosati, Rossana; Puy, Arnald; Roy, Pamphile; Vannucci, Giulia; Kuc-Czarnecka, Marta; Saltelli, Andrea | |
| Serum Lactate Dehydrogenase Levels Reflect the Lung Injury Extension in COVID-19 Patients at Hospital Admission | 1.1 Articolo in rivista | 2025 | Bertilacchi, M. S.; Vannucci, G.; Piccarducci, R.; Germelli, L.; Giacomelli, C.; Romei, C.; Bartholmai, B.; Barbieri, G.; Martini, C.; Baccini, M. | |
| Enhancing Statistical Inference in Mixed-Effect Three-Tree Model: A Data-Carving Estimation Strategy with an Application on Amyotrophic Lateral Sclerosis Data | 4.1 Articoli in Atti di convegno | 2025 | Vannucci, G.; Siciliano, R.; Iuzzolino, V.; Senerchia, G.; Dubbioso, R. | |
| Global Sensitivity Analysis for Robust XAI: Quantifying Clinical Risk and Prediction Instability in Dermoscopic Image Classification | 1.1 Articolo in rivista | 2026 | Vannucci, Giulia; Patrik Williame Coppolecchia, Renato; Siciliano, Roberta | |
| Global sensitivity analysis in random forests: unveiling generative variable importance | 1.1 Articolo in rivista | 2026 | Vannucci, G.; Siciliano, R.; Saltelli, A. | |
| Sensitivity Analysis | 2.1 Contributo in volume (Capitolo o Saggio) | 2025 | Vannucci, Giulia; Annoni, Paola; Saltelli, Andrea |