Hu, Guanyu; Geng, Junxian; Xue, Yishu; Sang, Huiyan Bayesian spatial homogeneity pursuit of functional data: an application to the U.S. income distribution. (English) Zbl 07810192 Bayesian Anal. 18, No. 2, 579-605 (2023). MSC: 62P20 62H11 62H30 62R10 PDFBibTeX XMLCite \textit{G. Hu} et al., Bayesian Anal. 18, No. 2, 579--605 (2023; Zbl 07810192) Full Text: DOI arXiv Link
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
Di Mari, Roberto; Ingrassia, Salvatore; Punzo, Antonio Local and overall deviance R-squared measures for mixtures of generalized linear models. (English) Zbl 07734138 J. Classif. 40, No. 2, 233-266 (2023). MSC: 62H30 PDFBibTeX XMLCite \textit{R. Di Mari} et al., J. Classif. 40, No. 2, 233--266 (2023; Zbl 07734138) Full Text: DOI
Antonazzo, Filippo; Biernacki, Christophe; Keribin, Christine Frugal Gaussian clustering of huge imbalanced datasets through a bin-marginal approach. (English) Zbl 1516.62003 Stat. Comput. 33, No. 3, Paper No. 60, 22 p. (2023). MSC: 62-08 62H30 PDFBibTeX XMLCite \textit{F. Antonazzo} et al., Stat. Comput. 33, No. 3, Paper No. 60, 22 p. (2023; Zbl 1516.62003) Full Text: DOI
Dang, Utkarsh J.; Gallaugher, Michael P. B.; Browne, Ryan P.; McNicholas, Paul D. Model-based clustering and classification using mixtures of multivariate skewed power exponential distributions. (English) Zbl 07695288 J. Classif. 40, No. 1, 145-167 (2023). MSC: 62H30 PDFBibTeX XMLCite \textit{U. J. Dang} et al., J. Classif. 40, No. 1, 145--167 (2023; Zbl 07695288) Full Text: DOI arXiv
Coraggio, Luca; Coretto, Pietro Selecting the number of clusters, clustering models, and algorithms. A unifying approach based on the quadratic discriminant score. (English) Zbl 1520.62085 J. Multivariate Anal. 196, Article ID 105181, 20 p. (2023). MSC: 62H30 62-08 PDFBibTeX XMLCite \textit{L. Coraggio} and \textit{P. Coretto}, J. Multivariate Anal. 196, Article ID 105181, 20 p. (2023; Zbl 1520.62085) Full Text: DOI arXiv
Scrucca, Luca; Fraley, Chris; Murphy, T. Brendan; Raftery, Adrian E. Model-based clustering, classification, and density estimation using mclust in R. (English) Zbl 1520.62002 Chapman & Hall/CRC The R Series. Boca Raton, FL: CRC Press (ISBN 978-1-032-23496-0/hbk; 978-1-032-23495-3/pbk; 978-1-003-27796-5/ebook). xxvi, 242 p. (2023). MSC: 62-01 62-04 62G07 62H30 PDFBibTeX XMLCite \textit{L. Scrucca} et al., Model-based clustering, classification, and density estimation using mclust in R. Boca Raton, FL: CRC Press (2023; Zbl 1520.62002) Full Text: DOI
Zhang, Huizi; Swallow, Ben; Gupta, Mayetri Bayesian hierarchical mixture models for detecting non-normal clusters applied to noisy genomic and environmental datasets. (English) Zbl 1521.62104 Aust. N. Z. J. Stat. 64, No. 2, 313-337 (2022). MSC: 62H30 62F15 62P10 PDFBibTeX XMLCite \textit{H. Zhang} et al., Aust. N. Z. J. Stat. 64, No. 2, 313--337 (2022; Zbl 1521.62104) Full Text: DOI OA License
Hennig, Christian; Coretto, Pietro An adequacy approach for deciding the number of clusters for OTRIMLE robust Gaussian mixture-based clustering. (English) Zbl 1521.62100 Aust. N. Z. J. Stat. 64, No. 2, 230-254 (2022). MSC: 62H30 62F40 PDFBibTeX XMLCite \textit{C. Hennig} and \textit{P. Coretto}, Aust. N. Z. J. Stat. 64, No. 2, 230--254 (2022; Zbl 1521.62100) Full Text: DOI arXiv OA License
Tomarchio, Salvatore D.; Ingrassia, Salvatore; Melnykov, Volodymyr Modelling students’ career indicators via mixtures of parsimonious matrix-normal distributions. (English) Zbl 1521.62223 Aust. N. Z. J. Stat. 64, No. 2, 117-132 (2022). MSC: 62P25 62H30 PDFBibTeX XMLCite \textit{S. D. Tomarchio} et al., Aust. N. Z. J. Stat. 64, No. 2, 117--132 (2022; Zbl 1521.62223) Full Text: DOI
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
Di Nuzzo, Cinzia; Ingrassia, Salvatore A mixture model approach to spectral clustering and application to textual data. (English) Zbl 07642320 Stat. Methods Appl. 31, No. 5, 1071-1097 (2022). MSC: 62-XX PDFBibTeX XMLCite \textit{C. Di Nuzzo} and \textit{S. Ingrassia}, Stat. Methods Appl. 31, No. 5, 1071--1097 (2022; Zbl 07642320) Full Text: DOI
Casa, Alessandro; O’Callaghan, Tom F.; Murphy, Thomas Brendan Parsimonious Bayesian factor analysis for modelling latent structures in spectroscopy data. (English) Zbl 1498.62198 Ann. Appl. Stat. 16, No. 4, 2417-2436 (2022). MSC: 62P10 62H25 62H30 62F15 PDFBibTeX XMLCite \textit{A. Casa} et al., Ann. Appl. Stat. 16, No. 4, 2417--2436 (2022; Zbl 1498.62198) Full Text: DOI arXiv
Cavicchia, Carlo; Vichi, Maurizio; Zaccaria, Giorgia Gaussian mixture model with an extended ultrametric covariance structure. (English) Zbl 07597422 Adv. Data Anal. Classif., ADAC 16, No. 2, 399-427 (2022). MSC: 62H30 62H25 PDFBibTeX XMLCite \textit{C. Cavicchia} et al., Adv. Data Anal. Classif., ADAC 16, No. 2, 399--427 (2022; Zbl 07597422) Full Text: DOI
Grün, Bettina; Malsiner-Walli, Gertraud; Frühwirth-Schnatter, Sylvia How many data clusters are in the galaxy data set? Bayesian cluster analysis in action. (English) Zbl 07597419 Adv. Data Anal. Classif., ADAC 16, No. 2, 325-349 (2022). MSC: 62H30 62F15 62C10 62G07 PDFBibTeX XMLCite \textit{B. Grün} et al., Adv. Data Anal. Classif., ADAC 16, No. 2, 325--349 (2022; Zbl 07597419) Full Text: DOI arXiv
Kyung, Minjung; Park, Ju-Hyun; Choi, Ji Yeh Bayesian mixture model of extended redundancy analysis. (English) Zbl 1496.62207 Psychometrika 87, No. 3, 946-966 (2022). MSC: 62P15 62F15 62H30 PDFBibTeX XMLCite \textit{M. Kyung} et al., Psychometrika 87, No. 3, 946--966 (2022; Zbl 1496.62207) Full Text: DOI
Andrews, Jeffrey L.; Browne, Ryan; Hvingelby, Chelsey D. On assessments of agreement between fuzzy partitions. (English) Zbl 07577562 J. Classif. 39, No. 2, 326-342 (2022). MSC: 62H30 PDFBibTeX XMLCite \textit{J. L. Andrews} et al., J. Classif. 39, No. 2, 326--342 (2022; Zbl 07577562) Full Text: DOI
Kim, Sunghoon; Stadler Blank, Ashley; DeSarbo, Wayne S.; Vermunt, Jeroen K. The spatial representation of consumer dispersion patterns via a new multi-level latent class methodology. (English) Zbl 07577557 J. Classif. 39, No. 2, 218-239 (2022); erratum ibid. 39, No. 2, 240 (2022). MSC: 62H30 PDFBibTeX XMLCite \textit{S. Kim} et al., J. Classif. 39, No. 2, 218--239 (2022; Zbl 07577557) Full Text: DOI
Tellaroli, P. SingleCross-clustering: an algorithm for finding elongated clusters with automatic estimation of outliers and number of clusters. (English) Zbl 07545871 Commun. Stat., Simulation Comput. 51, No. 5, 2412-2428 (2022). MSC: 62-XX PDFBibTeX XMLCite \textit{P. Tellaroli}, Commun. Stat., Simulation Comput. 51, No. 5, 2412--2428 (2022; Zbl 07545871) Full Text: DOI
Hennig, Christian An empirical comparison and characterisation of nine popular clustering methods. (English) Zbl 07538949 Adv. Data Anal. Classif., ADAC 16, No. 1, 201-229 (2022). MSC: 62H30 PDFBibTeX XMLCite \textit{C. Hennig}, Adv. Data Anal. Classif., ADAC 16, No. 1, 201--229 (2022; Zbl 07538949) Full Text: DOI arXiv
Fop, Michael; Mattei, Pierre-Alexandre; Bouveyron, Charles; Murphy, Thomas Brendan Unobserved classes and extra variables in high-dimensional discriminant analysis. (English) Zbl 07538944 Adv. Data Anal. Classif., ADAC 16, No. 1, 55-92 (2022). MSC: 62H30 PDFBibTeX XMLCite \textit{M. Fop} et al., Adv. Data Anal. Classif., ADAC 16, No. 1, 55--92 (2022; Zbl 07538944) Full Text: DOI arXiv
Khouja, Rima; Mattei, Pierre-Alexandre; Mourrain, Bernard Tensor decomposition for learning Gaussian mixtures from moments. (English) Zbl 1492.14094 J. Symb. Comput. 113, 193-210 (2022). Reviewer: Luca Chiantini (Siena) MSC: 14N07 62H30 PDFBibTeX XMLCite \textit{R. Khouja} et al., J. Symb. Comput. 113, 193--210 (2022; Zbl 1492.14094) Full Text: DOI arXiv
Anderlucci, Laura; Fortunato, Francesca; Montanari, Angela High-dimensional clustering via random projections. (English) Zbl 07512359 J. Classif. 39, No. 1, 191-216 (2022). MSC: 62H30 PDFBibTeX XMLCite \textit{L. Anderlucci} et al., J. Classif. 39, No. 1, 191--216 (2022; Zbl 07512359) Full Text: DOI arXiv
Hou-Liu, Jason; Browne, Ryan P. Chimeral clustering. (English) Zbl 07512358 J. Classif. 39, No. 1, 171-190 (2022). MSC: 62H30 PDFBibTeX XMLCite \textit{J. Hou-Liu} and \textit{R. P. Browne}, J. Classif. 39, No. 1, 171--190 (2022; Zbl 07512358) Full Text: DOI
Wang, Wan-Lun; Lin, Tsung-I Robust clustering of multiply censored data via mixtures of \(t\) factor analyzers. (English) Zbl 1484.62066 Test 31, No. 1, 22-53 (2022). MSC: 62H12 62H30 62N01 PDFBibTeX XMLCite \textit{W.-L. Wang} and \textit{T.-I Lin}, Test 31, No. 1, 22--53 (2022; Zbl 1484.62066) Full Text: DOI
García-Escudero, Luis A.; Mayo-Iscar, Agustín; Riani, Marco Constrained parsimonious model-based clustering. (English) Zbl 1477.62006 Stat. Comput. 32, No. 1, Paper No. 2, 15 p. (2022). MSC: 62-08 62H30 PDFBibTeX XMLCite \textit{L. A. García-Escudero} et al., Stat. Comput. 32, No. 1, Paper No. 2, 15 p. (2022; Zbl 1477.62006) Full Text: DOI
Frühwirth-Schnatter, Sylvia; Malsiner-Walli, Gertraud; Grün, Bettina Generalized mixtures of Finite mixtures and telescoping sampling. (English) Zbl 07808154 Bayesian Anal. 16, No. 4, 1279-1307 (2021). MSC: 62-XX 62H30 65C40 PDFBibTeX XMLCite \textit{S. Frühwirth-Schnatter} et al., Bayesian Anal. 16, No. 4, 1279--1307 (2021; Zbl 07808154) Full Text: DOI arXiv Link
Arbel, J.; Kon Kam King, G.; Lijoi, A.; Nieto-Barajas, L.; Prünster, I. BNPdensity: Bayesian nonparametric mixture modelling in R. (English) Zbl 1521.62001 Aust. N. Z. J. Stat. 63, No. 3, 542-564 (2021). MSC: 62-04 62G05 62F15 60G57 62H30 62P12 PDFBibTeX XMLCite \textit{J. Arbel} et al., Aust. N. Z. J. Stat. 63, No. 3, 542--564 (2021; Zbl 1521.62001) Full Text: DOI arXiv
Jung, Sungkyu; Park, Kiho; Kim, Byungwon Clustering on the torus by conformal prediction. (English) Zbl 1498.62229 Ann. Appl. Stat. 15, No. 4, 1583-1603 (2021). MSC: 62P10 62H11 62H30 PDFBibTeX XMLCite \textit{S. Jung} et al., Ann. Appl. Stat. 15, No. 4, 1583--1603 (2021; Zbl 1498.62229) Full Text: DOI
Soffritti, Gabriele Estimating the covariance matrix of the maximum likelihood estimator under linear cluster-weighted models. (English) Zbl 07473952 J. Classif. 38, No. 3, 594-625 (2021). MSC: 62H30 PDFBibTeX XMLCite \textit{G. Soffritti}, J. Classif. 38, No. 3, 594--625 (2021; Zbl 07473952) Full Text: DOI
Radojičić, Una; Nordhausen, Klaus; Virta, Joni Large-sample properties of unsupervised estimation of the linear discriminant using projection pursuit. (English) Zbl 1498.62123 Electron. J. Stat. 15, No. 2, 6677-6739 (2021). MSC: 62H30 60F05 62F12 62H12 PDFBibTeX XMLCite \textit{U. Radojičić} et al., Electron. J. Stat. 15, No. 2, 6677--6739 (2021; Zbl 1498.62123) Full Text: DOI arXiv Link
Jouvin, Nicolas; Bouveyron, Charles; Latouche, Pierre A Bayesian Fisher-EM algorithm for discriminative Gaussian subspace clustering. (English) Zbl 1475.62039 Stat. Comput. 31, No. 4, Paper No. 44, 20 p. (2021). MSC: 62-08 62H30 PDFBibTeX XMLCite \textit{N. Jouvin} et al., Stat. Comput. 31, No. 4, Paper No. 44, 20 p. (2021; Zbl 1475.62039) Full Text: DOI arXiv
Casa, Alessandro; Scrucca, Luca; Menardi, Giovanna Better than the best? Answers via model ensemble in density-based clustering. (English) Zbl 07433032 Adv. Data Anal. Classif., ADAC 15, No. 3, 599-623 (2021). MSC: 62H30 62H99 PDFBibTeX XMLCite \textit{A. Casa} et al., Adv. Data Anal. Classif., ADAC 15, No. 3, 599--623 (2021; Zbl 07433032) Full Text: DOI arXiv
Thrun, Michael C.; Ultsch, Alfred Using projection-based clustering to find distance- and density-based clusters in high-dimensional data. (English) Zbl 07413949 J. Classif. 38, No. 2, 280-312 (2021). MSC: 62H30 PDFBibTeX XMLCite \textit{M. C. Thrun} and \textit{A. Ultsch}, J. Classif. 38, No. 2, 280--312 (2021; Zbl 07413949) Full Text: DOI
McNicholas, Sharon M.; McNicholas, Paul D.; Ashlock, Daniel A. An evolutionary algorithm with crossover and mutation for model-based clustering. (English) Zbl 07413948 J. Classif. 38, No. 2, 264-279 (2021). MSC: 62H30 PDFBibTeX XMLCite \textit{S. M. McNicholas} et al., J. Classif. 38, No. 2, 264--279 (2021; Zbl 07413948) Full Text: DOI arXiv
Lim, David K.; Rashid, Naim U.; Ibrahim, Joseph G. Model-based feature selection and clustering of RNA-seq data for unsupervised subtype discovery. (English) Zbl 1475.62259 Ann. Appl. Stat. 15, No. 1, 481-508 (2021). MSC: 62P10 62H30 62F07 92D20 PDFBibTeX XMLCite \textit{D. K. Lim} et al., Ann. Appl. Stat. 15, No. 1, 481--508 (2021; Zbl 1475.62259) Full Text: DOI
Braverman, Amy; Hobbs, Jonathan; Teixeira, Joaquim; Gunson, Michael Post hoc uncertainty quantification for remote sensing observing systems. (English) Zbl 1468.62262 SIAM/ASA J. Uncertain. Quantif. 9, 1064-1093 (2021). MSC: 62G05 62G07 62G08 62G15 62H30 62P12 PDFBibTeX XMLCite \textit{A. Braverman} et al., SIAM/ASA J. Uncertain. Quantif. 9, 1064--1093 (2021; Zbl 1468.62262) Full Text: DOI
Thrun, Michael C.; Ultsch, Alfred Swarm intelligence for self-organized clustering. (English) Zbl 1504.68191 Artif. Intell. 290, Article ID 103237, 24 p. (2021). MSC: 68T05 62H30 PDFBibTeX XMLCite \textit{M. C. Thrun} and \textit{A. Ultsch}, Artif. Intell. 290, Article ID 103237, 24 p. (2021; Zbl 1504.68191) Full Text: DOI arXiv
Biernacki, Christophe; Marbac, Matthieu; Vandewalle, Vincent Gaussian-based visualization of Gaussian and non-Gaussian-based clustering. (English) Zbl 07370656 J. Classif. 38, No. 1, 129-157 (2021). MSC: 62H30 PDFBibTeX XMLCite \textit{C. Biernacki} et al., J. Classif. 38, No. 1, 129--157 (2021; Zbl 07370656) Full Text: DOI HAL
Subedi, Sanjeena; McNicholas, Paul D. A variational approximations-DIC rubric for parameter estimation and mixture model selection within a family setting. (English) Zbl 07370653 J. Classif. 38, No. 1, 89-108 (2021). MSC: 62H30 PDFBibTeX XMLCite \textit{S. Subedi} and \textit{P. D. McNicholas}, J. Classif. 38, No. 1, 89--108 (2021; Zbl 07370653) Full Text: DOI arXiv
Tsai, Cary Chi-Liang; Cheng, Echo Sihan Incorporating statistical clustering methods into mortality models to improve forecasting performances. (English) Zbl 1467.91153 Insur. Math. Econ. 99, 42-62 (2021). MSC: 91G05 62P05 62H30 PDFBibTeX XMLCite \textit{C. C. L. Tsai} and \textit{E. S. Cheng}, Insur. Math. Econ. 99, 42--62 (2021; Zbl 1467.91153) Full Text: DOI Link
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
Batool, Fatima; Hennig, Christian Clustering with the average silhouette width. (English) Zbl 1510.62273 Comput. Stat. Data Anal. 158, Article ID 107190, 18 p. (2021). MSC: 62H30 PDFBibTeX XMLCite \textit{F. Batool} and \textit{C. Hennig}, Comput. Stat. Data Anal. 158, Article ID 107190, 18 p. (2021; Zbl 1510.62273) 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
Tonellato, Stefano F. Bayesian nonparametric clustering as a community detection problem. (English) Zbl 1510.62284 Comput. Stat. Data Anal. 152, Article ID 107044, 15 p. (2020). MSC: 62H30 62F15 62-08 PDFBibTeX XMLCite \textit{S. F. Tonellato}, Comput. Stat. Data Anal. 152, Article ID 107044, 15 p. (2020; Zbl 1510.62284) Full Text: DOI Link
Murphy, Keefe; Viroli, Cinzia; Gormley, Isobel Claire Infinite mixtures of infinite factor analysers. (English) Zbl 1459.62118 Bayesian Anal. 15, No. 3, 937-963 (2020). MSC: 62H30 60G20 PDFBibTeX XMLCite \textit{K. Murphy} et al., Bayesian Anal. 15, No. 3, 937--963 (2020; Zbl 1459.62118) Full Text: DOI arXiv Euclid
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
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
Giordani, Paolo; Ferraro, Maria Brigida; Martella, Francesca An introduction to clustering with R. (English) Zbl 1459.62002 Behaviormetrics: Quantitative Approaches to Human Behavior 1. Singapore: Springer (ISBN 978-981-13-0552-8/hbk; 978-981-13-0553-5/ebook). xvii, 340 p. (2020). Reviewer: Fabio Rapallo (Alessandria) MSC: 62-01 62H30 62H86 62P25 62-04 PDFBibTeX XMLCite \textit{P. Giordani} et al., An introduction to clustering with R. Singapore: Springer (2020; Zbl 1459.62002) Full Text: DOI
Nguyen, Hien D.; Forbes, Florence; McLachlan, Geoffrey J. Mini-batch learning of exponential family finite mixture models. (English) Zbl 1447.62073 Stat. Comput. 30, No. 4, 731-748 (2020). MSC: 62H30 62H10 62R07 PDFBibTeX XMLCite \textit{H. D. Nguyen} et al., Stat. Comput. 30, No. 4, 731--748 (2020; Zbl 1447.62073) Full Text: DOI arXiv
Alqahtani, Nada A.; Kalantan, Zakiah I. Gaussian mixture models based on principal components and applications. (English) Zbl 1459.62101 Math. Probl. Eng. 2020, Article ID 1202307, 13 p. (2020). MSC: 62H30 62H25 PDFBibTeX XMLCite \textit{N. A. Alqahtani} and \textit{Z. I. Kalantan}, Math. Probl. Eng. 2020, Article ID 1202307, 13 p. (2020; Zbl 1459.62101) Full Text: DOI
Melnykov, Volodymyr; Michael, Semhar Clustering large datasets by merging \(K\)-means solutions. (English) Zbl 07223591 J. Classif. 37, No. 1, 97-123 (2020). MSC: 62H30 PDFBibTeX XMLCite \textit{V. Melnykov} and \textit{S. Michael}, J. Classif. 37, No. 1, 97--123 (2020; Zbl 07223591) Full Text: DOI
Mazza, Angelo; Punzo, Antonio Mixtures of multivariate contaminated normal regression models. (English) Zbl 1435.62238 Stat. Pap. 61, No. 2, 787-822 (2020). MSC: 62H30 62J02 62P10 PDFBibTeX XMLCite \textit{A. Mazza} and \textit{A. Punzo}, Stat. Pap. 61, No. 2, 787--822 (2020; Zbl 1435.62238) Full Text: DOI
Yoder, Jordan; Chen, Li; Pao, Henry; Bridgeford, Eric; Levin, Keith; Fishkind, Donniell E.; Priebe, Carey; Lyzinski, Vince Vertex nomination: the canonical sampling and the extended spectral nomination schemes. (English) Zbl 1510.62082 Comput. Stat. Data Anal. 145, Article ID 106916, 19 p. (2020). MSC: 62-08 05C80 62H30 PDFBibTeX XMLCite \textit{J. Yoder} et al., Comput. Stat. Data Anal. 145, Article ID 106916, 19 p. (2020; Zbl 1510.62082) Full Text: DOI arXiv
Papastamoulis, Panagiotis Clustering multivariate data using factor analytic Bayesian mixtures with an unknown number of components. (English) Zbl 1436.62280 Stat. Comput. 30, No. 3, 485-506 (2020). MSC: 62H30 62H25 62-08 PDFBibTeX XMLCite \textit{P. Papastamoulis}, Stat. Comput. 30, No. 3, 485--506 (2020; Zbl 1436.62280) Full Text: DOI arXiv
Greco, Luca; Agostinelli, Claudio Weighted likelihood mixture modeling and model-based clustering. (English) Zbl 1436.62255 Stat. Comput. 30, No. 2, 255-277 (2020). MSC: 62H30 62F35 PDFBibTeX XMLCite \textit{L. Greco} and \textit{C. Agostinelli}, Stat. Comput. 30, No. 2, 255--277 (2020; Zbl 1436.62255) Full Text: DOI arXiv
Bianchini, Ilaria; Guglielmi, Alessandra; Quintana, Fernando A. Determinantal point process mixtures via spectral density approach. (English) Zbl 1437.62136 Bayesian Anal. 15, No. 1, 187-214 (2020). MSC: 62G08 62H30 62G07 60G55 62M15 PDFBibTeX XMLCite \textit{I. Bianchini} et al., Bayesian Anal. 15, No. 1, 187--214 (2020; Zbl 1437.62136) Full Text: DOI arXiv Euclid
Rodríguez, Carlos E.; Núñez-Antonio, Gabriel; Escarela, Gabriel A Bayesian mixture model for clustering circular data. (English) Zbl 1510.62073 Comput. Stat. Data Anal. 143, Article ID 106842, 16 p. (2020). MSC: 62-08 62H30 62F15 62H11 PDFBibTeX XMLCite \textit{C. E. Rodríguez} et al., Comput. Stat. Data Anal. 143, Article ID 106842, 16 p. (2020; Zbl 1510.62073) Full Text: DOI
Sarkar, Shuchismita; Zhu, Xuwen; Melnykov, Volodymyr; Ingrassia, Salvatore On parsimonious models for modeling matrix data. (English) Zbl 1507.62152 Comput. Stat. Data Anal. 142, Article ID 106822, 26 p. (2020). MSC: 62-08 62H12 62H30 PDFBibTeX XMLCite \textit{S. Sarkar} et al., Comput. Stat. Data Anal. 142, Article ID 106822, 26 p. (2020; Zbl 1507.62152) Full Text: DOI
Wang, Yong; Wang, Xuxu Classification using semiparametric mixtures. (English) Zbl 1516.62656 J. Appl. Stat. 46, No. 11, 2056-2074 (2019). MSC: 62-XX PDFBibTeX XMLCite \textit{Y. Wang} and \textit{X. Wang}, J. Appl. Stat. 46, No. 11, 2056--2074 (2019; Zbl 1516.62656) Full Text: DOI
Crook, Oliver M.; Gatto, Laurent; Kirk, Paul D. W. Fast approximate inference for variable selection in Dirichlet process mixtures, with an application to pan-cancer proteomics. (English) Zbl 1445.92105 Stat. Appl. Genet. Mol. Biol. 18, No. 6, Article ID 20180065, 20 p. (2019). MSC: 92C40 62P10 62H30 PDFBibTeX XMLCite \textit{O. M. Crook} et al., Stat. Appl. Genet. Mol. Biol. 18, No. 6, Article ID 20180065, 20 p. (2019; Zbl 1445.92105) Full Text: DOI arXiv Link
Forbes, Florence; Arnaud, Alexis; Lemasson, Benjamin; Barbier, Emmanuel Component elimination strategies to fit mixtures of multiple scale distributions. (English) Zbl 1445.62328 Nguyen, Hien (ed.), Statistics and data science. Proceedings of the research school on statistics and data science, RSSDS 2019, Melbourne, Australia, July 24–26, 2019. Singapore: Springer. Commun. Comput. Inf. Sci. 1150, 81-95 (2019). MSC: 62R07 62H30 PDFBibTeX XMLCite \textit{F. Forbes} et al., Commun. Comput. Inf. Sci. 1150, 81--95 (2019; Zbl 1445.62328) Full Text: DOI HAL
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
Young, Derek S.; Chen, Xi; Hewage, Dilrukshi C.; Nilo-Poyanco, Ricardo Finite mixture-of-gamma distributions: estimation, inference, and model-based clustering. (English) Zbl 1474.62043 Adv. Data Anal. Classif., ADAC 13, No. 4, 1053-1082 (2019). MSC: 62F03 62H30 62P15 PDFBibTeX XMLCite \textit{D. S. Young} et al., Adv. Data Anal. Classif., ADAC 13, No. 4, 1053--1082 (2019; Zbl 1474.62043) Full Text: DOI
Cipolli, William III; Hanson, Timothy Supervised learning via smoothed Polya trees. (English) Zbl 1474.62219 Adv. Data Anal. Classif., ADAC 13, No. 4, 877-904 (2019). MSC: 62H30 62C10 PDFBibTeX XMLCite \textit{W. Cipolli III} and \textit{T. Hanson}, Adv. Data Anal. Classif., ADAC 13, No. 4, 877--904 (2019; Zbl 1474.62219) Full Text: DOI
Shi, Xianfeng; Liu, Xuejun; Zhang, Li PUseqClust: a clustering analysis method for RNA-seq data. (Chinese. English summary) Zbl 1449.62254 J. Softw. 30, No. 9, 2857-2868 (2019). MSC: 62P10 62H30 68T10 92D20 PDFBibTeX XMLCite \textit{X. Shi} et al., J. Softw. 30, No. 9, 2857--2868 (2019; Zbl 1449.62254) Full Text: DOI
O’Hagan, Adrian; Murphy, Thomas Brendan; Scrucca, Luca; Gormley, Isobel Claire Investigation of parameter uncertainty in clustering using a Gaussian mixture model via jackknife, bootstrap and weighted likelihood bootstrap. (English) Zbl 1505.62301 Comput. Stat. 34, No. 4, 1779-1813 (2019). MSC: 62-08 62G05 62G09 62H30 PDFBibTeX XMLCite \textit{A. O'Hagan} et al., Comput. Stat. 34, No. 4, 1779--1813 (2019; Zbl 1505.62301) Full Text: DOI arXiv Link
Flynt, Abby; Dean, Nema Growth mixture modeling with measurement selection. (English) Zbl 1433.62157 J. Classif. 36, No. 1, 3-25 (2019). MSC: 62H30 62H11 PDFBibTeX XMLCite \textit{A. Flynt} and \textit{N. Dean}, J. Classif. 36, No. 1, 3--25 (2019; Zbl 1433.62157) Full Text: DOI arXiv
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 PDFBibTeX XMLCite \textit{M. Fop} et al., Stat. Comput. 29, No. 4, 791--819 (2019; Zbl 1430.62131) Full Text: DOI arXiv Link
Viroli, Cinzia; McLachlan, Geoffrey J. Deep Gaussian mixture models. (English) Zbl 1430.62143 Stat. Comput. 29, No. 1, 43-51 (2019). MSC: 62H30 60G15 PDFBibTeX XMLCite \textit{C. Viroli} and \textit{G. J. McLachlan}, Stat. Comput. 29, No. 1, 43--51 (2019; Zbl 1430.62143) Full Text: DOI arXiv
Baíllo, Amparo; Cárcamo, Javier; Getman, Konstantin New distance measures for classifying X-ray astronomy data into stellar classes. (English) Zbl 1488.62224 Adv. Data Anal. Classif., ADAC 13, No. 2, 531-557 (2019). MSC: 62P35 62G20 62N05 85A15 PDFBibTeX XMLCite \textit{A. Baíllo} et al., Adv. Data Anal. Classif., ADAC 13, No. 2, 531--557 (2019; Zbl 1488.62224) Full Text: DOI arXiv Link
Chacón, José E. Mixture model modal clustering. (English) Zbl 1474.62218 Adv. Data Anal. Classif., ADAC 13, No. 2, 379-404 (2019). MSC: 62H30 68T10 91C20 PDFBibTeX XMLCite \textit{J. E. Chacón}, Adv. Data Anal. Classif., ADAC 13, No. 2, 379--404 (2019; Zbl 1474.62218) Full Text: DOI arXiv
Flynt, Abby; Dean, Nema; Nugent, Rebecca sARI: a soft agreement measure for class partitions incorporating assignment probabilities. (English) Zbl 1474.62224 Adv. Data Anal. Classif., ADAC 13, No. 1, 303-323 (2019). MSC: 62H30 91C20 PDFBibTeX XMLCite \textit{A. Flynt} et al., Adv. Data Anal. Classif., ADAC 13, No. 1, 303--323 (2019; Zbl 1474.62224) Full Text: DOI Link
Celeux, Gilles; Maugis-Rabusseau, Cathy; Sedki, Mohammed Variable selection in model-based clustering and discriminant analysis with a regularization approach. (English) Zbl 1474.62216 Adv. Data Anal. Classif., ADAC 13, No. 1, 259-278 (2019). MSC: 62H30 91C20 PDFBibTeX XMLCite \textit{G. Celeux} et al., Adv. Data Anal. Classif., ADAC 13, No. 1, 259--278 (2019; Zbl 1474.62216) Full Text: DOI arXiv
Loperfido, Nicola Finite mixtures, projection pursuit and tensor rank: a triangulation. (English) Zbl 1466.62355 Adv. Data Anal. Classif., ADAC 13, No. 1, 145-173 (2019). MSC: 62H30 62H12 46N30 PDFBibTeX XMLCite \textit{N. Loperfido}, Adv. Data Anal. Classif., ADAC 13, No. 1, 145--173 (2019; Zbl 1466.62355) Full Text: DOI
Park, Ju-Hyun; Kyung, Minjung Bayesian curve fitting and clustering with Dirichlet process mixture models for microarray data. (English) Zbl 1416.62615 J. Korean Stat. Soc. 48, No. 2, 207-220 (2019). MSC: 62P10 62H30 PDFBibTeX XMLCite \textit{J.-H. Park} and \textit{M. Kyung}, J. Korean Stat. Soc. 48, No. 2, 207--220 (2019; Zbl 1416.62615) Full Text: DOI
O’Hagan, Adrian; White, Arthur Improved model-based clustering performance using Bayesian initialization averaging. (English) Zbl 1417.62177 Comput. Stat. 34, No. 1, 201-231 (2019). MSC: 62H30 62F10 62F15 62P10 62-08 PDFBibTeX XMLCite \textit{A. O'Hagan} and \textit{A. White}, Comput. Stat. 34, No. 1, 201--231 (2019; Zbl 1417.62177) Full Text: DOI arXiv
Morris, Katherine; Punzo, Antonio; McNicholas, Paul D.; Browne, Ryan P. Asymmetric clusters and outliers: mixtures of multivariate contaminated shifted asymmetric Laplace distributions. (English) Zbl 1507.62136 Comput. Stat. Data Anal. 132, 145-166 (2019). MSC: 62-08 62H30 62F10 62H10 PDFBibTeX XMLCite \textit{K. Morris} et al., Comput. Stat. Data Anal. 132, 145--166 (2019; Zbl 1507.62136) Full Text: DOI arXiv
Brodinová, Šárka; Zaharieva, Maia; Filzmoser, Peter; Ortner, Thomas; Breiteneder, Christian Clustering of imbalanced high-dimensional media data. (English) Zbl 1414.62232 Adv. Data Anal. Classif., ADAC 12, No. 2, 261-284 (2018). MSC: 62H30 PDFBibTeX XMLCite \textit{Š. Brodinová} et al., Adv. Data Anal. Classif., ADAC 12, No. 2, 261--284 (2018; Zbl 1414.62232) Full Text: DOI arXiv
Gallegos, María Teresa; Ritter, Gunter Probabilistic clustering via Pareto solutions and significance tests. (English) Zbl 1414.62243 Adv. Data Anal. Classif., ADAC 12, No. 2, 179-202 (2018). MSC: 62H30 62-07 PDFBibTeX XMLCite \textit{M. T. Gallegos} and \textit{G. Ritter}, Adv. Data Anal. Classif., ADAC 12, No. 2, 179--202 (2018; Zbl 1414.62243) Full Text: DOI
Athreya, Avanti; Fishkind, Donniell E.; Tang, Minh; Priebe, Carey E.; Park, Youngser; Vogelstein, Joshua T.; Levin, Keith; Lyzinski, Vince; Qin, Yichen; Sussman, Daniel L. Statistical inference on random dot product graphs: a survey. (English) Zbl 1473.05279 J. Mach. Learn. Res. 18(2017-2018), Paper No. 226, 92 p. (2018). MSC: 05C80 05C76 05-02 62H10 62H30 62H15 05C90 05C50 05C82 PDFBibTeX XMLCite \textit{A. Athreya} et al., J. Mach. Learn. Res. 18, Paper No. 226, 92 p. (2018; Zbl 1473.05279) Full Text: arXiv Link
Tang, Minh; Priebe, Carey E. Limit theorems for eigenvectors of the normalized Laplacian for random graphs. (English) Zbl 1408.62120 Ann. Stat. 46, No. 5, 2360-2415 (2018). Reviewer: Denis Sidorov (Irkutsk) MSC: 62H30 05C80 62H99 62M15 PDFBibTeX XMLCite \textit{M. Tang} and \textit{C. E. Priebe}, Ann. Stat. 46, No. 5, 2360--2415 (2018; Zbl 1408.62120) Full Text: DOI arXiv Euclid
Wallace, Meredith L.; Buysse, Daniel J.; Germain, Anne; Hall, Martica H.; Iyengar, Satish Variable selection for skewed model-based clustering: application to the identification of novel sleep phenotypes. (English) Zbl 1398.62347 J. Am. Stat. Assoc. 113, No. 521, 95-110 (2018). MSC: 62P10 62H30 62F07 PDFBibTeX XMLCite \textit{M. L. Wallace} et al., J. Am. Stat. Assoc. 113, No. 521, 95--110 (2018; Zbl 1398.62347) Full Text: DOI Link
Melnykov, Volodymyr; Zhu, Xuwen On model-based clustering of skewed matrix data. (English) Zbl 1395.62165 J. Multivariate Anal. 167, 181-194 (2018). MSC: 62H30 PDFBibTeX XMLCite \textit{V. Melnykov} and \textit{X. Zhu}, J. Multivariate Anal. 167, 181--194 (2018; Zbl 1395.62165) Full Text: DOI
Fop, Michael; Murphy, Thomas Brendan Variable selection methods for model-based clustering. (English) Zbl 1496.62105 Stat. Surv. 12, 18-65 (2018). MSC: 62H30 62-08 PDFBibTeX XMLCite \textit{M. Fop} and \textit{T. B. Murphy}, Stat. Surv. 12, 18--65 (2018; Zbl 1496.62105) Full Text: DOI arXiv Euclid
Galimberti, Giuliano; Manisi, Annamaria; Soffritti, Gabriele Modelling the role of variables in model-based cluster analysis. (English) Zbl 1384.62195 Stat. Comput. 28, No. 1, 145-169 (2018). MSC: 62H30 62J05 PDFBibTeX XMLCite \textit{G. Galimberti} et al., Stat. Comput. 28, No. 1, 145--169 (2018; Zbl 1384.62195) Full Text: DOI Link
O’Hagan, Adrian; Ferrari, Colm Model-based and nonparametric approaches to clustering for data compression in actuarial applications. (English) Zbl 1515.91138 N. Am. Actuar. J. 21, No. 1, 107-146 (2017). MSC: 91G05 62P05 62H30 62H25 PDFBibTeX XMLCite \textit{A. O'Hagan} and \textit{C. Ferrari}, N. Am. Actuar. J. 21, No. 1, 107--146 (2017; Zbl 1515.91138) Full Text: DOI Link
Arias-Castro, Ery; Pu, Xiao A simple approach to sparse clustering. (English) Zbl 1466.62020 Comput. Stat. Data Anal. 105, 217-228 (2017). MSC: 62-08 62H30 PDFBibTeX XMLCite \textit{E. Arias-Castro} and \textit{X. Pu}, Comput. Stat. Data Anal. 105, 217--228 (2017; Zbl 1466.62020) Full Text: DOI arXiv
Coretto, Pietro; Hennig, Christian Consistency, breakdown robustness, and algorithms for robust improper maximum likelihood clustering. (English) Zbl 1442.62138 J. Mach. Learn. Res. 18(2017-2018), Paper No. 142, 39 p. (2017). MSC: 62H30 62G35 PDFBibTeX XMLCite \textit{P. Coretto} and \textit{C. Hennig}, J. Mach. Learn. Res. 18, Paper No. 142, 39 p. (2017; Zbl 1442.62138) Full Text: arXiv Link
Lin, Lin; Li, Jia Clustering with hidden Markov model on variable blocks. (English) Zbl 1441.62169 J. Mach. Learn. Res. 18(2017-2018), Paper No. 110, 49 p. (2017). MSC: 62H30 62M05 62P10 68T05 PDFBibTeX XMLCite \textit{L. Lin} and \textit{J. Li}, J. Mach. Learn. Res. 18, Paper No. 110, 49 p. (2017; Zbl 1441.62169) Full Text: Link
Mazo, Gildas A semiparametric and location-shift copula-based mixture model. (English) Zbl 1381.62186 J. Classif. 34, No. 3, 444-464 (2017). MSC: 62H30 62G05 PDFBibTeX XMLCite \textit{G. Mazo}, J. Classif. 34, No. 3, 444--464 (2017; Zbl 1381.62186) Full Text: DOI HAL
Punzo, Antonio; McNicholas, Paul. D. Robust clustering in regression analysis via the contaminated Gaussian cluster-weighted model. (English) Zbl 1373.62316 J. Classif. 34, No. 2, 249-293 (2017). MSC: 62H30 62F35 PDFBibTeX XMLCite \textit{A. Punzo} and \textit{Paul. D. McNicholas}, J. Classif. 34, No. 2, 249--293 (2017; Zbl 1373.62316) Full Text: DOI arXiv
Lumbreras, Alberto; Velcin, Julien; Guégan, Marie; Jouve, Bertrand Non-parametric clustering over user features and latent behavioral functions with dual-view mixture models. (English) Zbl 1417.62174 Comput. Stat. 32, No. 1, 145-177 (2017). MSC: 62H30 62P10 PDFBibTeX XMLCite \textit{A. Lumbreras} et al., Comput. Stat. 32, No. 1, 145--177 (2017; Zbl 1417.62174) Full Text: DOI arXiv Link
Dang, Utkarsh J.; Punzo, Antonio; McNicholas, Paul D.; Ingrassia, Salvatore; Browne, Ryan P. Multivariate response and parsimony for Gaussian cluster-weighted models. (English) Zbl 1364.62149 J. Classif. 34, No. 1, 4-34 (2017). MSC: 62H30 62F10 PDFBibTeX XMLCite \textit{U. J. Dang} et al., J. Classif. 34, No. 1, 4--34 (2017; Zbl 1364.62149) Full Text: DOI arXiv
Anderson, Craig; Lee, Duncan; Dean, Nema Spatial clustering of average risks and risk trends in Bayesian disease mapping. (English) Zbl 1357.62311 Biom. J. 59, No. 1, 41-56 (2017). MSC: 62P10 62H11 62H30 62F15 62-07 PDFBibTeX XMLCite \textit{C. Anderson} et al., Biom. J. 59, No. 1, 41--56 (2017; Zbl 1357.62311) Full Text: DOI
Notsu, Akifumi; Eguchi, Shinto Robust clustering method in the presence of scattered observations. (English) Zbl 1472.62101 Neural Comput. 28, No. 6, 1141-1162 (2016). MSC: 62H30 68T10 PDFBibTeX XMLCite \textit{A. Notsu} and \textit{S. Eguchi}, Neural Comput. 28, No. 6, 1141--1162 (2016; Zbl 1472.62101) 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
Melnykov, Volodymyr; Melnykov, Igor; Michael, Semhar Semi-supervised model-based clustering with positive and negative constraints. (English) Zbl 1414.62255 Adv. Data Anal. Classif., ADAC 10, No. 3, 327-349 (2016). MSC: 62H30 PDFBibTeX XMLCite \textit{V. Melnykov} et al., Adv. Data Anal. Classif., ADAC 10, No. 3, 327--349 (2016; Zbl 1414.62255) Full Text: DOI
McParland, Damien; Gormley, Isobel Claire Model based clustering for mixed data: clustMD. (English) Zbl 1414.62254 Adv. Data Anal. Classif., ADAC 10, No. 2, 155-169 (2016). MSC: 62H30 68T10 91C20 62P10 PDFBibTeX XMLCite \textit{D. McParland} and \textit{I. C. Gormley}, Adv. Data Anal. Classif., ADAC 10, No. 2, 155--169 (2016; Zbl 1414.62254) Full Text: DOI arXiv
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 PDFBibTeX XMLCite \textit{A. O'Hagan} et al., Comput. Stat. Data Anal. 93, 18--30 (2016; Zbl 1468.62151) Full Text: DOI Link