VANNUCCI, GIULIA
VANNUCCI, GIULIA
Statistica, Informatica, Applicazioni 'G. Parenti' (DiSIA)
A note on the interpretation of tree-based regression models
2020 Gottard, Anna; Vannucci, Giulia; Marchetti, Giovanni Maria
A warning signal for variable importance interpretation in tree-based algorithms
2020 Anna Gottard; Giulia Vannucci
An evolutionary estimation procedure for Generalized Semilinear Regression Trees
2022 Giulia Vannucci; Anna Gottard
Evaluating a SARS-CoV-2 screening strategy based on serological tests
2020 Michela Baccini; Alessandra Mattei; Emilia Rocco; Giulia Vannucci; Fabrizia Mealli
Evaluating COVID-19 screening strategies based on serological tests
2020 Baccini, Michela; Mattei, Alessandra; Rocco, Emilia; Vannucci, Giulia; Mealli, Fabrizia
Interpretable semilinear regression trees
2019 Giulia Vannucci
Mixed-effect models with trees
2023 Anna Gottard, Giulia Vannucci, Leonardo Grilli, Carla Rampichini
Pool testing on random and natural clusters of individuals: optimisation of SARS-CoV-2 surveillance in the presence of low viral load samples
2020 Michela Baccini, Alessandra Mattei, Irene Paganini, Emilia Rocco, Cristina Sani, Giulia Vannucci, Simonetta Bisanzi, Elena Burroni, Marco Peluso, Armelle Munnia, Filippo Cellai, Giampaolo Pompeo, Laura Micio, Jessica Viti, Fabrizia Mealli, Francesca Carozzi
Pool testing on random and natural clusters of individuals: optimisation of SARS-CoV-2 surveillance in the presence of low viral load samples
2021 Michela Baccini, Emilia Rocco, Irene Paganini, Alessandra Mattei, Cristina Sani, Giulia Vannucci, Simonetta Bisanzi, Elena Burroni, Marco Peluso, Armelle Munnia, Filippo Cellai, Giampaolo Pompeo, Laura Micio, Jessica Viti, Fabrizia Mealli, Francesca Maria Carozzi
Random effects regression trees for the analysis of INVALSI data
2021 Vannucci, Giulia; Gottard, Anna; Grilli, Leonardo; Rampichini, Carla
Semilinear regression trees
2019 Giulia Vannucci, Anna Gottard
Tree embedded linear mixed models
2019 Anna Gottard, Leonardo Grilli, Carla Rampichini, Giulia Vannucci
| Titolo | Data di pubblicazione | Autore(i) | File |
|---|---|---|---|
| A note on the interpretation of tree-based regression models | 2020 | Gottard, Anna; Vannucci, Giulia; Marchetti, Giovanni Maria | |
| A warning signal for variable importance interpretation in tree-based algorithms | 2020 | Anna Gottard; Giulia Vannucci | |
| An evolutionary estimation procedure for Generalized Semilinear Regression Trees | 2022 | Giulia Vannucci; Anna Gottard | |
| Evaluating a SARS-CoV-2 screening strategy based on serological tests | 2020 | Michela Baccini; Alessandra Mattei; Emilia Rocco; Giulia Vannucci; Fabrizia Mealli | |
| Evaluating COVID-19 screening strategies based on serological tests | 2020 | Baccini, Michela; Mattei, Alessandra; Rocco, Emilia; Vannucci, Giulia; Mealli, Fabrizia | |
| Interpretable semilinear regression trees | 2019 | Giulia Vannucci | |
| Mixed-effect models with trees | 2023 | Anna Gottard, Giulia Vannucci, Leonardo Grilli, Carla Rampichini | |
| Pool testing on random and natural clusters of individuals: optimisation of SARS-CoV-2 surveillance in the presence of low viral load samples | 2020 | Michela Baccini, Alessandra Mattei, Irene Paganini, Emilia Rocco, Cristina Sani, Giulia Vannucci, Simonetta Bisanzi, Elena Burroni, Marco Peluso, Armelle Munnia, Filippo Cellai, Giampaolo Pompeo, Laura Micio, Jessica Viti, Fabrizia Mealli, Francesca Carozzi | |
| Pool testing on random and natural clusters of individuals: optimisation of SARS-CoV-2 surveillance in the presence of low viral load samples | 2021 | Michela Baccini, Emilia Rocco, Irene Paganini, Alessandra Mattei, Cristina Sani, Giulia Vannucci, Simonetta Bisanzi, Elena Burroni, Marco Peluso, Armelle Munnia, Filippo Cellai, Giampaolo Pompeo, Laura Micio, Jessica Viti, Fabrizia Mealli, Francesca Maria Carozzi | |
| Random effects regression trees for the analysis of INVALSI data | 2021 | Vannucci, Giulia; Gottard, Anna; Grilli, Leonardo; Rampichini, Carla | |
| Semilinear regression trees | 2019 | Giulia Vannucci, Anna Gottard | |
| Tree embedded linear mixed models | 2019 | Anna Gottard, Leonardo Grilli, Carla Rampichini, Giulia Vannucci |