Sharp, Alex; Chalatov, Glen; Browne, Ryan P. A dual subspace parsimonious mixture of matrix normal distributions. (English) Zbl 07739775 Adv. Data Anal. Classif., ADAC 17, No. 3, 801-822 (2023). MSC: 62H30 PDFBibTeX XMLCite \textit{A. Sharp} et al., Adv. Data Anal. Classif., ADAC 17, No. 3, 801--822 (2023; Zbl 07739775) Full Text: DOI
He, Mingxing; Chen, Jiahua Strong consistency of the MLE under two-parameter Gamma mixture models with a structural scale parameter. (English) Zbl 07538946 Adv. Data Anal. Classif., ADAC 16, No. 1, 125-154 (2022). MSC: 62H30 62H25 PDFBibTeX XMLCite \textit{M. He} and \textit{J. Chen}, Adv. Data Anal. Classif., ADAC 16, No. 1, 125--154 (2022; Zbl 07538946) Full Text: DOI
Sharp, Alex; Browne, Ryan Functional data clustering by projection into latent generalized hyperbolic subspaces. (English) Zbl 07433036 Adv. Data Anal. Classif., ADAC 15, No. 3, 735-757 (2021). MSC: 62R10 PDFBibTeX XMLCite \textit{A. Sharp} and \textit{R. Browne}, Adv. Data Anal. Classif., ADAC 15, No. 3, 735--757 (2021; Zbl 07433036) Full Text: DOI
Lee, Sharon X.; Lin, Tsung-I.; McLachlan, Geoffrey J. Mixtures of factor analyzers with scale mixtures of fundamental skew normal distributions. (English) Zbl 07363882 Adv. Data Anal. Classif., ADAC 15, No. 2, 481-512 (2021). MSC: 62H30 PDFBibTeX XMLCite \textit{S. X. Lee} et al., Adv. Data Anal. Classif., ADAC 15, No. 2, 481--512 (2021; Zbl 07363882) Full Text: DOI arXiv
Carel, Léna; Alquier, Pierre Simultaneous dimension reduction and clustering via the NMF-EM algorithm. (English) Zbl 07363872 Adv. Data Anal. Classif., ADAC 15, No. 1, 231-260 (2021). MSC: 62H30 62H12 62P25 91C20 PDFBibTeX XMLCite \textit{L. Carel} and \textit{P. Alquier}, Adv. Data Anal. Classif., ADAC 15, No. 1, 231--260 (2021; Zbl 07363872) Full Text: DOI arXiv
Huang, Tingting; Saporta, Gilbert; Wang, Huiwen; Wang, Shanshan A robust spatial autoregressive scalar-on-function regression with \(t\)-distribution. (English) Zbl 07363865 Adv. Data Anal. Classif., ADAC 15, No. 1, 57-81 (2021). MSC: 62H11 62M10 PDFBibTeX XMLCite \textit{T. Huang} et al., Adv. Data Anal. Classif., ADAC 15, No. 1, 57--81 (2021; Zbl 07363865) Full Text: DOI
Sarkar, Shuchismita; Melnykov, Volodymyr; Zheng, Rong Gaussian mixture modeling and model-based clustering under measurement inconsistency. (English) Zbl 1459.62120 Adv. Data Anal. Classif., ADAC 14, No. 2, 379-413 (2020). MSC: 62H30 PDFBibTeX XMLCite \textit{S. Sarkar} et al., Adv. Data Anal. Classif., ADAC 14, No. 2, 379--413 (2020; Zbl 1459.62120) Full Text: DOI
Michael, Semhar; Miljkovic, Tatjana; Melnykov, Volodymyr Mixture modeling of data with multiple partial right-censoring levels. (English) Zbl 1459.62183 Adv. Data Anal. Classif., ADAC 14, No. 2, 355-378 (2020). MSC: 62N01 62H30 62P05 91G05 PDFBibTeX XMLCite \textit{S. Michael} et al., Adv. Data Anal. Classif., ADAC 14, No. 2, 355--378 (2020; Zbl 1459.62183) Full Text: DOI
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 PDFBibTeX XMLCite \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
Xiang, Sijia; Yao, Weixin Semiparametric mixtures of regressions with single-index for model based clustering. (English) Zbl 1474.62137 Adv. Data Anal. Classif., ADAC 14, No. 2, 261-292 (2020). MSC: 62G08 62E20 62H30 PDFBibTeX XMLCite \textit{S. Xiang} and \textit{W. Yao}, Adv. Data Anal. Classif., ADAC 14, No. 2, 261--292 (2020; Zbl 1474.62137) Full Text: DOI arXiv
Galimberti, Giuliano; Soffritti, Gabriele Seemingly unrelated clusterwise linear regression. (English) Zbl 1474.62267 Adv. Data Anal. Classif., ADAC 14, No. 2, 235-260 (2020). MSC: 62J05 62H12 62F12 PDFBibTeX XMLCite \textit{G. Galimberti} and \textit{G. Soffritti}, Adv. Data Anal. Classif., ADAC 14, No. 2, 235--260 (2020; Zbl 1474.62267) Full Text: DOI
Blömer, Johannes; Brauer, Sascha; Bujna, Kathrin; Kuntze, Daniel How well do SEM algorithms imitate EM algorithms? A non-asymptotic analysis for mixture models. (English) Zbl 1474.62457 Adv. Data Anal. Classif., ADAC 14, No. 1, 147-173 (2020). MSC: 62R07 62F10 62H30 65C05 68Q87 68W20 68W40 PDFBibTeX XMLCite \textit{J. Blömer} et al., Adv. Data Anal. Classif., ADAC 14, No. 1, 147--173 (2020; Zbl 1474.62457) Full Text: DOI
Salah, Aghiles; Nadif, Mohamed Directional co-clustering. (English) Zbl 1474.62244 Adv. Data Anal. Classif., ADAC 13, No. 3, 591-620 (2019). MSC: 62H30 62H11 PDFBibTeX XMLCite \textit{A. Salah} and \textit{M. Nadif}, Adv. Data Anal. Classif., ADAC 13, No. 3, 591--620 (2019; Zbl 1474.62244) Full Text: DOI
Melnykov, Volodymyr; Zhu, Xuwen Studying crime trends in the USA over the years 2000–2012. (English) Zbl 1459.62220 Adv. Data Anal. Classif., ADAC 13, No. 1, 325-341 (2019). MSC: 62P25 62H30 62H12 62-08 PDFBibTeX XMLCite \textit{V. Melnykov} and \textit{X. Zhu}, Adv. Data Anal. Classif., ADAC 13, No. 1, 325--341 (2019; Zbl 1459.62220) Full Text: DOI
Fernández, Daniel; Arnold, Richard; Pledger, Shirley; Liu, Ivy; Costilla, Roy Finite mixture biclustering of discrete type multivariate data. (English) Zbl 1474.62083 Adv. Data Anal. Classif., ADAC 13, No. 1, 117-143 (2019). MSC: 62F15 62F86 62H12 62H30 62H86 PDFBibTeX XMLCite \textit{D. Fernández} et al., Adv. Data Anal. Classif., ADAC 13, No. 1, 117--143 (2019; Zbl 1474.62083) Full Text: DOI Link
Zeller, Camila Borelli; Cabral, Celso Rômulo Barbosa; Lachos, Víctor Hugo; Benites, Luis Finite mixture of regression models for censored data based on scale mixtures of normal distributions. (English) Zbl 1474.62259 Adv. Data Anal. Classif., ADAC 13, No. 1, 89-116 (2019). MSC: 62H30 62J05 62N01 PDFBibTeX XMLCite \textit{C. B. Zeller} et al., Adv. Data Anal. Classif., ADAC 13, No. 1, 89--116 (2019; Zbl 1474.62259) Full Text: DOI
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 PDFBibTeX XMLCite \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
Amiri, Leila; Khazaei, Mojtaba; Ganjali, Mojtaba General location model with factor analyzer covariance matrix structure and its applications. (English) Zbl 1414.62205 Adv. Data Anal. Classif., ADAC 11, No. 3, 593-609 (2017). MSC: 62H25 62H30 PDFBibTeX XMLCite \textit{L. Amiri} et al., Adv. Data Anal. Classif., ADAC 11, No. 3, 593--609 (2017; Zbl 1414.62205) Full Text: DOI
Michael, Semhar; Melnykov, Volodymyr An effective strategy for initializing the EM algorithm in finite mixture models. (English) Zbl 1414.62256 Adv. Data Anal. Classif., ADAC 10, No. 4, 563-583 (2016). MSC: 62H30 PDFBibTeX XMLCite \textit{S. Michael} and \textit{V. Melnykov}, Adv. Data Anal. Classif., ADAC 10, No. 4, 563--583 (2016; Zbl 1414.62256) Full Text: DOI
Gnaldi, Michela; Bacci, Silvia; Bartolucci, Francesco A multilevel finite mixture item response model to cluster examinees and schools. (English) Zbl 1414.62491 Adv. Data Anal. Classif., ADAC 10, No. 1, 53-70 (2016). MSC: 62P15 62H30 62H12 PDFBibTeX XMLCite \textit{M. Gnaldi} et al., Adv. Data Anal. Classif., ADAC 10, No. 1, 53--70 (2016; Zbl 1414.62491) Full Text: DOI arXiv
Salter-Townshend, Michael; Murphy, Thomas Brendan Mixtures of biased sentiment analysers. (English) Zbl 1474.62245 Adv. Data Anal. Classif., ADAC 8, No. 1, 85-103 (2014). MSC: 62H30 62P20 PDFBibTeX XMLCite \textit{M. Salter-Townshend} and \textit{T. B. Murphy}, Adv. Data Anal. Classif., ADAC 8, No. 1, 85--103 (2014; Zbl 1474.62245) Full Text: DOI Link
Lee, Sharon X.; McLachlan, Geoffrey J. On mixtures of skew normal and skew \(t\)-distributions. (English) Zbl 1273.62115 Adv. Data Anal. Classif., ADAC 7, No. 3, 241-266 (2013). MSC: 62H05 62H30 62H12 65C60 PDFBibTeX XMLCite \textit{S. X. Lee} and \textit{G. J. McLachlan}, Adv. Data Anal. Classif., ADAC 7, No. 3, 241--266 (2013; Zbl 1273.62115) Full Text: DOI arXiv
Samé, Allou; Chamroukhi, Faicel; Govaert, Gérard; Aknin, Patrice Model-based clustering and segmentation of time series with changes in regime. (English) Zbl 1274.62427 Adv. Data Anal. Classif., ADAC 5, No. 4, 301-321 (2011). MSC: 62H30 62M10 62F10 62B15 62P30 PDFBibTeX XMLCite \textit{A. Samé} et al., Adv. Data Anal. Classif., ADAC 5, No. 4, 301--321 (2011; Zbl 1274.62427) Full Text: DOI arXiv
Josse, Julie; Pagès, Jérôme; Husson, François Multiple imputation in principal component analysis. (English) Zbl 1274.62409 Adv. Data Anal. Classif., ADAC 5, No. 3, 231-246 (2011). MSC: 62H25 62G09 PDFBibTeX XMLCite \textit{J. Josse} et al., Adv. Data Anal. Classif., ADAC 5, No. 3, 231--246 (2011; Zbl 1274.62409) Full Text: DOI
Bavaud, François Aggregation invariance in general clustering approaches. (English) Zbl 1306.62137 Adv. Data Anal. Classif., ADAC 3, No. 3, 205-225 (2009). MSC: 62H30 62H86 82B26 94A17 94D05 PDFBibTeX XMLCite \textit{F. Bavaud}, Adv. Data Anal. Classif., ADAC 3, No. 3, 205--225 (2009; Zbl 1306.62137) Full Text: DOI Link
Samé, Allou; Oukhellou, Latifa; Côme, Etienne; Aknin, Patrice Mixture-model-based signal denoising. (English) Zbl 1131.94008 Adv. Data Anal. Classif., ADAC 1, No. 1, 39-51 (2007). MSC: 94A12 94A08 PDFBibTeX XMLCite \textit{A. Samé} et al., Adv. Data Anal. Classif., ADAC 1, No. 1, 39--51 (2007; Zbl 1131.94008) Full Text: DOI