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 PDF BibTeX XML Cite \textit{L. A. García-Escudero} et al., Stat. Comput. 32, No. 1, Paper No. 2, 15 p. (2022; Zbl 1477.62006) Full Text: DOI OpenURL
D’Urso, Pierpaolo; García-Escudero, Luis A.; De Giovanni, Livia; Vitale, Vincenzina; Mayo-Iscar, Agustín Robust fuzzy clustering of time series based on B-splines. (English) Zbl 07415297 Int. J. Approx. Reasoning 136, 223-246 (2021). MSC: 68T37 PDF BibTeX XML Cite \textit{P. D'Urso} et al., Int. J. Approx. Reasoning 136, 223--246 (2021; Zbl 07415297) Full Text: DOI OpenURL
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
Rivera-García, Diego; García-Escudero, Luis A.; Mayo-Iscar, Agustín; Ortega, Joaquín Robust clustering for functional data based on trimming and constraints. (English) Zbl 1474.62166 Adv. Data Anal. Classif., ADAC 13, No. 1, 201-225 (2019). MSC: 62G35 62H25 62H30 62R10 68T10 PDF BibTeX XML Cite \textit{D. Rivera-García} et al., Adv. Data Anal. Classif., ADAC 13, No. 1, 201--225 (2019; Zbl 1474.62166) Full Text: DOI arXiv OpenURL
Cerioli, Andrea; García-Escudero, Luis Angel; Mayo-Iscar, Agustín; Riani, Marco Finding the number of normal groups in model-based clustering via constrained likelihoods. (English) Zbl 07498957 J. Comput. Graph. Stat. 27, No. 2, 404-416 (2018). MSC: 62-XX PDF BibTeX XML Cite \textit{A. Cerioli} et al., J. Comput. Graph. Stat. 27, No. 2, 404--416 (2018; Zbl 07498957) Full Text: DOI OpenURL
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 PDF BibTeX XML Cite \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 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
Dotto, Francesco; Farcomeni, Alessio; García-Escudero, Luis Angel; Mayo-Iscar, Agustín A reweighting approach to robust clustering. (English) Zbl 1384.62193 Stat. Comput. 28, No. 2, 477-493 (2018). MSC: 62H30 62F35 PDF BibTeX XML Cite \textit{F. Dotto} et al., Stat. Comput. 28, No. 2, 477--493 (2018; Zbl 1384.62193) 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
García-Escudero, L. A.; Gordaliza, A.; Mayo-Iscar, A. A constrained robust proposal for mixture modeling avoiding spurious solutions. (English) Zbl 1459.62110 Adv. Data Anal. Classif., ADAC 8, No. 1, 27-43 (2014). MSC: 62H30 62F10 62F35 62-08 PDF BibTeX XML Cite \textit{L. A. García-Escudero} et al., Adv. Data Anal. Classif., ADAC 8, No. 1, 27--43 (2014; Zbl 1459.62110) 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
García-Escudero, L. A.; Gordaliza, A.; Mayo-Iscar, A. Comments on: “Model-based clustering and classification with non-normal mixture distributions”. (English) Zbl 1332.62206 Stat. Methods Appl. 22, No. 4, 459-461 (2013). MSC: 62H30 62E10 62G07 62-07 62P05 62H35 PDF BibTeX XML Cite \textit{L. A. García-Escudero} et al., Stat. Methods Appl. 22, No. 4, 459--461 (2013; Zbl 1332.62206) Full Text: DOI 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
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
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