García-Escudero, Luis Angel; Mayo-Iscar, Agustín; Riani, Marco Model-based clustering with determinant-and-shape constraint. (English) Zbl 1452.62443 Stat. Comput. 30, No. 5, 1363-1380 (2020). MSC: 62H30 62G35 PDF BibTeX XML Cite \textit{L. A. García-Escudero} et al., Stat. Comput. 30, No. 5, 1363--1380 (2020; Zbl 1452.62443) Full Text: DOI Link OpenURL
Schmutz, Amandine; Jacques, Julien; Bouveyron, Charles; Chèze, Laurence; Martin, Pauline Clustering multivariate functional data in group-specific functional subspaces. (English) Zbl 07255804 Comput. Stat. 35, No. 3, 1101-1131 (2020). MSC: 65C60 PDF BibTeX XML Cite \textit{A. Schmutz} et al., Comput. Stat. 35, No. 3, 1101--1131 (2020; Zbl 07255804) Full Text: DOI Link OpenURL
Dotto, Francesco; Farcomeni, Alessio Robust inference for parsimonious model-based clustering. (English) Zbl 07193731 J. Stat. Comput. Simulation 89, No. 3, 414-442 (2019). MSC: 62-XX PDF BibTeX XML Cite \textit{F. Dotto} and \textit{A. Farcomeni}, J. Stat. Comput. Simulation 89, No. 3, 414--442 (2019; Zbl 07193731) Full Text: DOI Link OpenURL
Brodinová, Šárka; Filzmoser, Peter; Ortner, Thomas; Breiteneder, Christian; Rohm, Maia Robust and sparse \(k\)-means clustering for high-dimensional data. (English) Zbl 1459.62106 Adv. Data Anal. Classif., ADAC 13, No. 4, 905-932 (2019). MSC: 62H30 62F35 PDF BibTeX XML Cite \textit{Š. Brodinová} et al., Adv. Data Anal. Classif., ADAC 13, No. 4, 905--932 (2019; Zbl 1459.62106) Full Text: DOI arXiv OpenURL
Rocci, Roberto; Gattone, Stefano Antonio; Di Mari, Roberto A data driven equivariant approach to constrained Gaussian mixture modeling. (English) Zbl 1414.62269 Adv. Data Anal. Classif., ADAC 12, No. 2, 235-260 (2018). MSC: 62H30 62-07 PDF BibTeX XML Cite \textit{R. Rocci} et al., Adv. Data Anal. Classif., ADAC 12, No. 2, 235--260 (2018; Zbl 1414.62269) Full Text: DOI arXiv OpenURL
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 PDF BibTeX XML Cite \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 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
García-Escudero, L. A.; Gordaliza, A.; Matrán, C.; Mayo-Iscar, A. Avoiding spurious local maximizers in mixture modeling. (English) Zbl 1331.62100 Stat. Comput. 25, No. 3, 619-633 (2015). MSC: 62F10 PDF BibTeX XML Cite \textit{L. A. García-Escudero} et al., Stat. Comput. 25, No. 3, 619--633 (2015; Zbl 1331.62100) Full Text: DOI Link OpenURL
Farcomeni, Alessio Snipping for robust \(k\)-means clustering under component-wise contamination. (English) Zbl 1332.62203 Stat. Comput. 24, No. 6, 907-919 (2014). MSC: 62H30 62F35 PDF BibTeX XML Cite \textit{A. Farcomeni}, Stat. Comput. 24, No. 6, 907--919 (2014; Zbl 1332.62203) Full Text: DOI OpenURL
Fritz, Heinrich; García-Escudero, Luis A.; Mayo-Iscar, Agustín A fast algorithm for robust constrained clustering. (English) Zbl 1349.62264 Comput. Stat. Data Anal. 61, 124-136 (2013). MSC: 62H30 PDF BibTeX XML Cite \textit{H. Fritz} et al., Comput. Stat. Data Anal. 61, 124--136 (2013; Zbl 1349.62264) Full Text: DOI Link OpenURL
Fritz, Heinrich; García-Escudero, Luis A.; Mayo-Iscar, Agustín Robust constrained fuzzy clustering. (English) Zbl 1321.62070 Inf. Sci. 245, 38-52 (2013). MSC: 62H30 62H86 62F35 PDF BibTeX XML Cite \textit{H. Fritz} et al., Inf. Sci. 245, 38--52 (2013; Zbl 1321.62070) Full Text: DOI Link OpenURL
Gallegos, María Teresa; Ritter, Gunter Strong consistency of \(k\)-parameters clustering. (English) Zbl 1359.62239 J. Multivariate Anal. 117, 14-31 (2013). MSC: 62H30 62F12 PDF BibTeX XML Cite \textit{M. T. Gallegos} and \textit{G. Ritter}, J. Multivariate Anal. 117, 14--31 (2013; Zbl 1359.62239) Full Text: DOI OpenURL
Ruwet, C.; García-Escudero, L. A.; Gordaliza, A.; Mayo-Iscar, A. On the breakdown behavior of the TCLUST clustering procedure. (English) Zbl 1273.62146 Test 22, No. 3, 466-487 (2013). MSC: 62H30 62F35 62G35 PDF BibTeX XML Cite \textit{C. Ruwet} et al., Test 22, No. 3, 466--487 (2013; Zbl 1273.62146) Full Text: DOI OpenURL
Ingrassia, Salvatore; Minotti, Simona C.; Vittadini, Giorgio Local statistical modeling via a cluster-weighted approach with elliptical distributions. (English) Zbl 1360.62335 J. Classif. 29, No. 3, 363-401 (2012). MSC: 62H30 62F10 62J05 PDF BibTeX XML Cite \textit{S. Ingrassia} et al., J. Classif. 29, No. 3, 363--401 (2012; Zbl 1360.62335) Full Text: DOI OpenURL
Ruwet, C.; García-Escudero, L. A.; Gordaliza, A.; Mayo-Iscar, A. The influence function of the TCLUST robust clustering procedure. (English) Zbl 1255.62182 Adv. Data Anal. Classif., ADAC 6, No. 2, 107-130 (2012). MSC: 62H30 62F35 PDF BibTeX XML Cite \textit{C. Ruwet} et al., Adv. Data Anal. Classif., ADAC 6, No. 2, 107--130 (2012; Zbl 1255.62182) Full Text: DOI OpenURL
García-Escudero, L. A.; Gordaliza, A.; Matrán, C.; Mayo-Iscar, A. Exploring the number of groups in robust model-based clustering. (English) Zbl 1221.62093 Stat. Comput. 21, No. 4, 585-599 (2011). MSC: 62H30 65C60 PDF BibTeX XML Cite \textit{L. A. García-Escudero} et al., Stat. Comput. 21, No. 4, 585--599 (2011; Zbl 1221.62093) Full Text: DOI Link OpenURL
García-Escudero, Luis Angel; Gordaliza, Alfonso; Matrán, Carlos; Mayo-Iscar, Agustín A review of robust clustering methods. (English) Zbl 1284.62375 Adv. Data Anal. Classif., ADAC 4, No. 2-3, 89-109 (2010). MSC: 62H30 62G35 68T05 PDF BibTeX XML Cite \textit{L. A. García-Escudero} et al., Adv. Data Anal. Classif., ADAC 4, No. 2--3, 89--109 (2010; Zbl 1284.62375) Full Text: DOI OpenURL
Gallegos, María Teresa; Ritter, Gunter Using combinatorial optimization in model-based trimmed clustering with cardinality constraints. (English) Zbl 1464.62075 Comput. Stat. Data Anal. 54, No. 3, 637-654 (2010). MSC: 62-08 62F35 62H30 90C27 PDF BibTeX XML Cite \textit{M. T. Gallegos} and \textit{G. Ritter}, Comput. Stat. Data Anal. 54, No. 3, 637--654 (2010; Zbl 1464.62075) Full Text: DOI OpenURL