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: 62-XX 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
Murphy, Keefe; Murphy, Thomas Brendan Gaussian parsimonious clustering models with covariates and a noise component. (English) Zbl 1474.62240 Adv. Data Anal. Classif., ADAC 14, No. 2, 293-325 (2020). MSC: 62H30 62H25 62J12 PDF BibTeX XML Cite \textit{K. Murphy} and \textit{T. B. Murphy}, Adv. Data Anal. Classif., ADAC 14, No. 2, 293--325 (2020; Zbl 1474.62240) Full Text: DOI arXiv OpenURL
Fop, Michael; Murphy, Thomas Brendan; Scrucca, Luca Model-based clustering with sparse covariance matrices. (English) Zbl 1430.62131 Stat. Comput. 29, No. 4, 791-819 (2019). MSC: 62H30 62H25 PDF BibTeX XML Cite \textit{M. Fop} et al., Stat. Comput. 29, No. 4, 791--819 (2019; Zbl 1430.62131) Full Text: DOI arXiv Link OpenURL
Fop, Michael; Murphy, Thomas Brendan Variable selection methods for model-based clustering. (English) Zbl 06875306 Stat. Surv. 12, 18-65 (2018). MSC: 62Hxx 62-02 PDF BibTeX XML Cite \textit{M. Fop} and \textit{T. B. Murphy}, Stat. Surv. 12, 18--65 (2018; Zbl 06875306) Full Text: DOI arXiv Euclid OpenURL
O’Hagan, Adrian; Murphy, Thomas Brendan; Gormley, Isobel Claire; McNicholas, Paul D.; Karlis, Dimitris Clustering with the multivariate normal inverse Gaussian distribution. (English) Zbl 1468.62151 Comput. Stat. Data Anal. 93, 18-30 (2016). MSC: 62-08 62H30 PDF BibTeX XML Cite \textit{A. O'Hagan} et al., Comput. Stat. Data Anal. 93, 18--30 (2016; Zbl 1468.62151) Full Text: DOI Link OpenURL