Cappozzo, Andrea; García-Escudero, Luis Angel; Greselin, Francesca; Mayo-Iscar, Agustín Graphical and computational tools to guide parameter choice for the cluster weighted robust model. (English) Zbl 07792051 J. Comput. Graph. Stat. 32, No. 3, 1195-1214 (2023). MSC: 62-XX PDFBibTeX XMLCite \textit{A. Cappozzo} et al., J. Comput. Graph. Stat. 32, No. 3, 1195--1214 (2023; Zbl 07792051) Full Text: DOI
Cappozzo, Andrea; Ieva, Francesca; Fiorito, Giovanni A general framework for penalized mixed-effects multitask learning with applications on DNA methylation surrogate biomarkers creation. (English) Zbl 07789428 Ann. Appl. Stat. 17, No. 4, 3257-3282 (2023). MSC: 62Pxx PDFBibTeX XMLCite \textit{A. Cappozzo} et al., Ann. Appl. Stat. 17, No. 4, 3257--3282 (2023; Zbl 07789428) Full Text: DOI arXiv
Casa, Alessandro; Cappozzo, Andrea; Fop, Michael Group-wise shrinkage estimation in penalized model-based clustering. (English) Zbl 07646910 J. Classif. 39, No. 3, 648-674 (2022). MSC: 62H30 PDFBibTeX XMLCite \textit{A. Casa} et al., J. Classif. 39, No. 3, 648--674 (2022; Zbl 07646910) Full Text: DOI arXiv
Denti, Francesco; Cappozzo, Andrea; Greselin, Francesca Correction to: “A two-stage Bayesian semiparametric model for novelty detection with robust prior information”. (Correction to: “A two-stage Bayesian semiparametricmodel for novelty detection with robust prior information”.) (English) Zbl 1481.62002 Stat. Comput. 32, No. 1, Paper No. 18, 1 p. (2022). MSC: 62-08 62G05 62F15 PDFBibTeX XMLCite \textit{F. Denti} et al., Stat. Comput. 32, No. 1, Paper No. 18, 1 p. (2022; Zbl 1481.62002) Full Text: DOI
Denti, Francesco; Cappozzo, Andrea; Greselin, Francesca A two-stage Bayesian semiparametric model for novelty detection with robust prior information. (English) Zbl 1475.62027 Stat. Comput. 31, No. 4, Paper No. 42, 19 p. (2021); correction ibid. 32, No. 1, Paper No. 18, 1 p. (2022). MSC: 62-08 62G05 62F15 PDFBibTeX XMLCite \textit{F. Denti} et al., Stat. Comput. 31, No. 4, Paper No. 42, 19 p. (2021; Zbl 1475.62027) Full Text: DOI arXiv
Cappozzo, Andrea; Greselin, Francesca; Murphy, Thomas Brendan Robust variable selection for model-based learning in presence of adulteration. (English) Zbl 1510.62275 Comput. Stat. Data Anal. 158, Article ID 107186, 21 p. (2021). MSC: 62H30 62F35 62-08 68T05 PDFBibTeX XMLCite \textit{A. Cappozzo} et al., Comput. Stat. Data Anal. 158, Article ID 107186, 21 p. (2021; Zbl 1510.62275) Full Text: DOI arXiv
Cappozzo, Andrea; Greselin, Francesca; Murphy, Thomas Brendan Anomaly and novelty detection for robust semi-supervised learning. (English) Zbl 1461.62015 Stat. Comput. 30, No. 5, 1545-1571 (2020). MSC: 62-08 62H30 PDFBibTeX XMLCite \textit{A. Cappozzo} et al., Stat. Comput. 30, No. 5, 1545--1571 (2020; Zbl 1461.62015) Full Text: DOI arXiv
Cappozzo, Andrea; Greselin, Francesca; Murphy, Thomas Brendan A robust approach to model-based classification based on trimming and constraints. Semi-supervised learning in presence of outliers and label noise. (English) Zbl 1474.62215 Adv. Data Anal. Classif., ADAC 14, No. 2, 327-354 (2020). MSC: 62H30 62F35 62C25 68T05 PDFBibTeX XMLCite \textit{A. Cappozzo} et al., Adv. Data Anal. Classif., ADAC 14, No. 2, 327--354 (2020; Zbl 1474.62215) Full Text: DOI arXiv
Cappozzo, Andrea; Greselin, Francesca Detecting wine adulterations employing robust mixture of factor analyzers. (English) Zbl 1436.62245 Greselin, Francesca (ed.) et al., Statistical learning of complex data. Selected papers of the 11th scientific meeting of the Classification and Data Analysis Group of the Italian Statistical Society (CLADAG 2017), Milan, Italy, September 13–15, 2017. Cham: Springer. Stud. Classification Data Anal. Knowl. Organ., 13-21 (2019). MSC: 62H30 62H25 62G35 PDFBibTeX XMLCite \textit{A. Cappozzo} and \textit{F. Greselin}, in: Statistical learning of complex data. Selected papers of the 11th scientific meeting of the Classification and Data Analysis Group of the Italian Statistical Society (CLADAG 2017), Milan, Italy, September 13--15, 2017. Cham: Springer. 13--21 (2019; Zbl 1436.62245) Full Text: DOI Link
Cappozzo, Andrea; Ferraccioli, Federico; Stefanucci, Marco; Secchi, Piercesare An object oriented approach to multimodal imaging data in neuroscience. (English) Zbl 1414.92160 Canale, Antonio (ed.) et al., Studies in neural data science. StartUp research 2017, Siena, Italy, June 25–27, 2017. Cham: Springer. Springer Proc. Math. Stat. 257, 57-73 (2018). MSC: 92C55 92B20 92C20 PDFBibTeX XMLCite \textit{A. Cappozzo} et al., Springer Proc. Math. Stat. 257, 57--73 (2018; Zbl 1414.92160) Full Text: DOI Link