Bouveyron, Charles; Celeux, Gilles; Murphy, T. Brendan; Raftery, Adrian E. Model-based clustering and classification for data science. With applications in R. (English) Zbl 1436.62006 Cambridge Series in Statistical and Probabilistic Mathematics 50. Cambridge: Cambridge University Press (ISBN 978-1-108-49420-5/hbk; 978-1-108-64418-1/ebook). xvii, 427 p. (2019). Reviewer: Hans-Jürgen Schmidt (Potsdam) MSC: 62-02 62H30 62R07 PDFBibTeX XMLCite \textit{C. Bouveyron} et al., Model-based clustering and classification for data science. With applications in R. Cambridge: Cambridge University Press (2019; Zbl 1436.62006) Full Text: DOI
Young, William Chad; Raftery, Adrian E.; Yeung, Ka Yee Model-based clustering with data correction for removing artifacts in gene expression data. (English) Zbl 1383.62299 Ann. Appl. Stat. 11, No. 4, 1998-2026 (2017). MSC: 62P10 62H30 PDFBibTeX XMLCite \textit{W. C. Young} et al., Ann. Appl. Stat. 11, No. 4, 1998--2026 (2017; Zbl 1383.62299) Full Text: DOI arXiv Euclid
Scrucca, Luca; Raftery, Adrian E. Improved initialisation of model-based clustering using Gaussian hierarchical partitions. (English) Zbl 1414.62272 Adv. Data Anal. Classif., ADAC 9, No. 4, 447-460 (2015). MSC: 62H30 PDFBibTeX XMLCite \textit{L. Scrucca} and \textit{A. E. Raftery}, Adv. Data Anal. Classif., ADAC 9, No. 4, 447--460 (2015; Zbl 1414.62272) Full Text: DOI arXiv Link
Celeux, Gilles; Martin-Magniette, Marie-Laure; Maugis-Rabusseau, Cathy; Raftery, Adrian E. Comparing model selection and regularization approaches to variable selection in model-based clustering. (English. French summary) Zbl 1316.62083 J. SFdS 155, No. 2, 57-71 (2014). MSC: 62H30 62F07 PDFBibTeX XMLCite \textit{G. Celeux} et al., J. SFdS 155, No. 2, 57--71 (2014; Zbl 1316.62083) Full Text: arXiv
Dean, Nema; Raftery, Adrian E. Latent class analysis variable selection. (English) Zbl 1422.62085 Ann. Inst. Stat. Math. 62, No. 1, 11-35 (2010). MSC: 62F07 62H30 PDFBibTeX XMLCite \textit{N. Dean} and \textit{A. E. Raftery}, Ann. Inst. Stat. Math. 62, No. 1, 11--35 (2010; Zbl 1422.62085) Full Text: DOI Link
Fraley, Chris; Raftery, Adrian E. Enhanced model-based clustering, density estimation, and discriminant analysis software:MCLUST. (English) Zbl 1055.62071 J. Classif. 20, No. 2, 263-286 (2003). MSC: 62H30 62-04 62G07 PDFBibTeX XMLCite \textit{C. Fraley} and \textit{A. E. Raftery}, J. Classif. 20, No. 2, 263--286 (2003; Zbl 1055.62071) Full Text: DOI
Walsh, Daniel; Raftery, Adrian E. Accurate and efficient curve detection in images: the importance sampling Hough transform. (English) Zbl 1016.68085 Pattern Recognition 35, No. 7, 1421-1431 (2002). MSC: 68T10 PDFBibTeX XMLCite \textit{D. Walsh} and \textit{A. E. Raftery}, Pattern Recognition 35, No. 7, 1421--1431 (2002; Zbl 1016.68085) Full Text: DOI
Banfield, Jeffrey D.; Raftery, Adrian E. Model-based Gaussian and non-Gaussian clustering. (English) Zbl 0794.62034 Biometrics 49, No. 3, 803-821 (1993). MSC: 62H30 62P10 62F15 PDFBibTeX XMLCite \textit{J. D. Banfield} and \textit{A. E. Raftery}, Biometrics 49, No. 3, 803--821 (1993; Zbl 0794.62034) Full Text: DOI Link