Group-Wise Shrinkage Estimation in Penalized Model-Based Clustering
Casa, Alessandro, Cappozzo, Andrea, Fop, Michael
Published in Journal of classification (01.11.2022)
Published in Journal of classification (01.11.2022)
Get full text
Journal Article
A two-stage Bayesian semiparametric model for novelty detection with robust prior information
Denti, Francesco, Cappozzo, Andrea, Greselin, Francesca
Published in Statistics and computing (01.07.2021)
Published in Statistics and computing (01.07.2021)
Get full text
Journal Article
Variational inference for semiparametric Bayesian novelty detection in large datasets
Benedetti, Luca, Boniardi, Eric, Chiani, Leonardo, Ghirri, Jacopo, Mastropietro, Marta, Cappozzo, Andrea, Denti, Francesco
Published in Advances in data analysis and classification (01.09.2024)
Published in Advances in data analysis and classification (01.09.2024)
Get full text
Journal Article
Parameter Choice, Stability and Validity for Robust Cluster Weighted Modeling
Cappozzo, Andrea, García Escudero, Luis Angel, Greselin, Francesca, Mayo-Iscar, Agustín
Published in Stats (Basel, Switzerland) (01.09.2021)
Published in Stats (Basel, Switzerland) (01.09.2021)
Get full text
Journal Article
Anomaly and Novelty detection for robust semi-supervised learning
Cappozzo, Andrea, Greselin, Francesca, Murphy, Thomas Brendan
Published in Statistics and computing (01.09.2020)
Published in Statistics and computing (01.09.2020)
Get full text
Journal Article
Robust variable selection in the framework of classification with label noise and outliers: Applications to spectroscopic data in agri-food
Cappozzo, Andrea, Duponchel, Ludovic, Greselin, Francesca, Murphy, Thomas Brendan
Published in Analytica chimica acta (08.04.2021)
Published in Analytica chimica acta (08.04.2021)
Get full text
Journal Article
Robust variable selection for model-based learning in presence of adulteration
Cappozzo, Andrea, Greselin, Francesca, Murphy, Thomas Brendan
Published in Computational statistics & data analysis (01.06.2021)
Published in Computational statistics & data analysis (01.06.2021)
Get full text
Journal Article
A robust approach to model-based classification based on trimming and constraints: Semi-supervised learning in presence of outliers and label noise
Cappozzo, Andrea, Greselin, Francesca, Murphy, Thomas Brendan
Published in Advances in data analysis and classification (01.06.2020)
Published in Advances in data analysis and classification (01.06.2020)
Get full text
Journal Article
A blood DNA methylation biomarker for predicting short-term risk of cardiovascular events
Cappozzo, Andrea, McCrory, Cathal, Robinson, Oliver, Freni Sterrantino, Anna, Sacerdote, Carlotta, Krogh, Vittorio, Panico, Salvatore, Tumino, Rosario, Iacoviello, Licia, Ricceri, Fulvio, Sieri, Sabina, Chiodini, Paolo, McKay, Gareth J, McKnight, Amy Jayne, Kee, Frank, Young, Ian S, McGuinness, Bernadette, Crimmins, Eileen M, Arpawong, Thalida Em, Kenny, Rose Anne, O'Halloran, Aisling, Polidoro, Silvia, Solinas, Giuliana, Vineis, Paolo, Ieva, Francesca, Fiorito, Giovanni
Published in Clinical epigenetics (29.09.2022)
Published in Clinical epigenetics (29.09.2022)
Get full text
Journal Article
Uncover mortality patterns and hospital effects in COVID-19 heart failure patients: a novel Multilevel logistic cluster-weighted modeling approach
Caldera, Luca, Masci, Chiara, Cappozzo, Andrea, Forlani, Marco, Antonelli, Barbara, Leoni, Olivia, Ieva, Francesca
Year of Publication 18.05.2024
Year of Publication 18.05.2024
Get full text
Journal Article