Cappozzo, Andrea; Greselin, Francesca; Murphy, Thomas Brendan Robust variable selection for model-based learning in presence of adulteration. (English) Zbl 07345450 Comput. Stat. Data Anal. 158, Article ID 107186, 21 p. (2021). MSC: 62H30 62F35 62-08 68T05 PDF BibTeX XML Cite \textit{A. Cappozzo} et al., Comput. Stat. Data Anal. 158, Article ID 107186, 21 p. (2021; Zbl 07345450) Full Text: DOI arXiv OpenURL
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 PDF BibTeX XML Cite \textit{A. Cappozzo} et al., Stat. Comput. 30, No. 5, 1545--1571 (2020; Zbl 1461.62015) Full Text: DOI arXiv OpenURL
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 PDF BibTeX XML Cite \textit{A. Cappozzo} et al., Adv. Data Anal. Classif., ADAC 14, No. 2, 327--354 (2020; Zbl 1474.62215) Full Text: DOI arXiv OpenURL
García-Escudero, Luis Angel; Gordaliza, Alfonso; Greselin, Francesca; Ingrassia, Salvatore; Mayo-Iscar, Agustín Eigenvalues and constraints in mixture modeling: geometric and computational issues. (English) Zbl 1414.62071 Adv. Data Anal. Classif., ADAC 12, No. 2, 203-233 (2018). MSC: 62F10 62F12 62F30 62F35 PDF BibTeX XML Cite \textit{L. A. García-Escudero} et al., Adv. Data Anal. Classif., ADAC 12, No. 2, 203--233 (2018; Zbl 1414.62071) Full Text: DOI Link OpenURL
García-Escudero, Luis Angel; Greselin, Francesca; Iscar, Agustin Mayo Robust, fuzzy, and parsimonious clustering, based on mixtures of factor analyzers. (English) Zbl 1450.62075 Int. J. Approx. Reasoning 94, 60-75 (2018). MSC: 62H30 62H25 62H86 62G32 68T05 PDF BibTeX XML Cite \textit{L. A. García-Escudero} et al., Int. J. Approx. Reasoning 94, 60--75 (2018; Zbl 1450.62075) Full Text: DOI Link OpenURL