Brunet-Saumard, Camille; Genetay, Edouard; Saumard, Adrien K-bMOM: A robust Lloyd-type clustering algorithm based on bootstrap median-of-means. (English) Zbl 07464467 Comput. Stat. Data Anal. 167, Article ID 107370, 19 p. (2022). MSC: 62-XX PDF BibTeX XML Cite \textit{C. Brunet-Saumard} et al., Comput. Stat. Data Anal. 167, Article ID 107370, 19 p. (2022; Zbl 07464467) Full Text: DOI arXiv OpenURL
Carlsson, Gunnar; Mémoli, Facundo; Segarra, Santiago Robust hierarchical clustering for directed networks: an axiomatic approach. (English) Zbl 07430673 SIAM J. Appl. Algebra Geom. 5, No. 4, 675-700 (2021). MSC: 68R10 68R12 62H30 91C20 PDF BibTeX XML Cite \textit{G. Carlsson} et al., SIAM J. Appl. Algebra Geom. 5, No. 4, 675--700 (2021; Zbl 07430673) Full Text: DOI arXiv OpenURL
D’Urso, Pierpaolo; De Giovanni, Livia; Massari, Riccardo Trimmed fuzzy clustering of financial time series based on dynamic time warping. (English) Zbl 1477.62289 Ann. Oper. Res. 299, No. 1-2, 1379-1395 (2021). MSC: 62P05 62H30 62M10 62M86 91G15 PDF BibTeX XML Cite \textit{P. D'Urso} et al., Ann. Oper. Res. 299, No. 1--2, 1379--1395 (2021; Zbl 1477.62289) 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
Farcomeni, Alessio; Punzo, Antonio Robust model-based clustering with mild and gross outliers. (English) Zbl 1474.62222 Test 29, No. 4, 989-1007 (2020). MSC: 62H30 91C20 62F35 PDF BibTeX XML Cite \textit{A. Farcomeni} and \textit{A. Punzo}, Test 29, No. 4, 989--1007 (2020; Zbl 1474.62222) Full Text: DOI OpenURL
Huang, Hsin-Hsiung; Yang, Jie Affine-transformation invariant clustering models. (English) Zbl 1472.62096 J. Stat. Distrib. Appl. 7, Paper No. 10, 24 p. (2020). MSC: 62H30 62F15 62P10 65C05 PDF BibTeX XML Cite \textit{H.-H. Huang} and \textit{J. Yang}, J. Stat. Distrib. Appl. 7, Paper No. 10, 24 p. (2020; Zbl 1472.62096) Full Text: DOI OpenURL
Lafuente-Rego, B.; D’Urso, P.; Vilar, J. A. Robust fuzzy clustering based on quantile autocovariances. (English) Zbl 1467.62118 Stat. Pap. 61, No. 6, 2393-2448 (2020). MSC: 62H86 62H30 62G08 62M10 62P05 PDF BibTeX XML Cite \textit{B. Lafuente-Rego} et al., Stat. Pap. 61, No. 6, 2393--2448 (2020; Zbl 1467.62118) Full Text: DOI Link OpenURL
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 PDF BibTeX XML Cite \textit{A. Cappozzo} et al., Adv. Data Anal. Classif., ADAC 14, No. 2, 327--354 (2020; Zbl 1474.62215) Full Text: DOI arXiv OpenURL
Yang, Yu-Chen; Lin, Tsung-I; Castro, Luis M.; Wang, Wan-Lun Extending finite mixtures of \(t\) linear mixed-effects models with concomitant covariates. (English) Zbl 07212312 Comput. Stat. Data Anal. 148, Article ID 106961, 19 p. (2020). MSC: 62-XX PDF BibTeX XML Cite \textit{Y.-C. Yang} et al., Comput. Stat. Data Anal. 148, Article ID 106961, 19 p. (2020; Zbl 07212312) Full Text: DOI OpenURL
Laclau, Charlotte; Brault, Vincent Noise-free latent block model for high dimensional data. (English) Zbl 1458.68171 Data Min. Knowl. Discov. 33, No. 2, 446-473 (2019). MSC: 68T05 62H30 PDF BibTeX XML Cite \textit{C. Laclau} and \textit{V. Brault}, Data Min. Knowl. Discov. 33, No. 2, 446--473 (2019; Zbl 1458.68171) Full Text: DOI HAL 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
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
Cerasa, Andrea; Cerioli, Andrea Outlier-free merging of homogeneous groups of pre-classified observations under contamination. (English) Zbl 07192107 J. Stat. Comput. Simulation 87, No. 15, 2997-3020 (2017). MSC: 62J05 62J20 62H30 62P20 62F35 PDF BibTeX XML Cite \textit{A. Cerasa} and \textit{A. Cerioli}, J. Stat. Comput. Simulation 87, No. 15, 2997--3020 (2017; Zbl 07192107) Full Text: DOI OpenURL
Maruotti, Antonello; Punzo, Antonio Model-based time-varying clustering of multivariate longitudinal data with covariates and outliers. (English) Zbl 1464.62128 Comput. Stat. Data Anal. 113, 475-496 (2017). MSC: 62-08 62H30 62M05 PDF BibTeX XML Cite \textit{A. Maruotti} and \textit{A. Punzo}, Comput. Stat. Data Anal. 113, 475--496 (2017; Zbl 1464.62128) Full Text: DOI Link OpenURL
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 PDF BibTeX XML Cite \textit{A. Notsu} and \textit{S. Eguchi}, Neural Comput. 28, No. 6, 1141--1162 (2016; Zbl 1472.62101) Full Text: DOI OpenURL
Punzo, Antonio; McNicholas, Paul D. Parsimonious mixtures of multivariate contaminated normal distributions. (English) Zbl 1353.62124 Biom. J. 58, No. 6, 1506-1537 (2016). MSC: 62P10 62H30 62F10 62-07 PDF BibTeX XML Cite \textit{A. Punzo} and \textit{P. D. McNicholas}, Biom. J. 58, No. 6, 1506--1537 (2016; Zbl 1353.62124) Full Text: DOI arXiv OpenURL
Riani, Marco; Cerioli, Andrea; Perrotta, Domenico; Torti, Francesca Simulating mixtures of multivariate data with fixed cluster overlap in FSDA library. (English) Zbl 1414.62267 Adv. Data Anal. Classif., ADAC 9, No. 4, 461-481 (2015). MSC: 62H30 62F35 PDF BibTeX XML Cite \textit{M. Riani} et al., Adv. Data Anal. Classif., ADAC 9, No. 4, 461--481 (2015; Zbl 1414.62267) Full Text: DOI OpenURL
D’Urso, Pierpaolo; De Giovanni, Livia; Massari, Riccardo Trimmed fuzzy clustering for interval-valued data. (English) Zbl 1414.62242 Adv. Data Anal. Classif., ADAC 9, No. 1, 21-40 (2015). MSC: 62H30 62G35 03E72 62A86 PDF BibTeX XML Cite \textit{P. D'Urso} et al., Adv. Data Anal. Classif., ADAC 9, No. 1, 21--40 (2015; Zbl 1414.62242) Full Text: DOI OpenURL
Cerioli, Andrea; Perrotta, Domenico Robust clustering around regression lines with high density regions. (English) Zbl 1474.62217 Adv. Data Anal. Classif., ADAC 8, No. 1, 5-26 (2014). MSC: 62H30 62H11 62G35 62G07 62G08 62P20 91B60 PDF BibTeX XML Cite \textit{A. Cerioli} and \textit{D. Perrotta}, Adv. Data Anal. Classif., ADAC 8, No. 1, 5--26 (2014; Zbl 1474.62217) Full Text: DOI 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
Xiang, Sijia; Yao, Weixin; Wu, Jingjing Minimum profile Hellinger distance estimation for a semiparametric mixture model. (English. French summary) Zbl 1349.62108 Can. J. Stat. 42, No. 2, 246-267 (2014). MSC: 62G05 62G35 PDF BibTeX XML Cite \textit{S. Xiang} et al., Can. J. Stat. 42, No. 2, 246--267 (2014; Zbl 1349.62108) Full Text: DOI Link 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
D’Urso, Pierpaolo; De Giovanni, Livia; Massari, Riccardo; Di Lallo, Dario Noise fuzzy clustering of time series by autoregressive metric. (English) Zbl 1302.62207 Metron 71, No. 3, 217-243 (2013). MSC: 62M86 62M10 62H30 PDF BibTeX XML Cite \textit{P. D'Urso} et al., Metron 71, No. 3, 217--243 (2013; Zbl 1302.62207) 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
Fraiman, Ricardo; Ghattas, Badih; Svarc, Marcela Interpretable clustering using unsupervised binary trees. (English) Zbl 1267.62075 Adv. Data Anal. Classif., ADAC 7, No. 2, 125-145 (2013). MSC: 62H30 05C90 PDF BibTeX XML Cite \textit{R. Fraiman} et al., Adv. Data Anal. Classif., ADAC 7, No. 2, 125--145 (2013; Zbl 1267.62075) Full Text: DOI arXiv Link OpenURL
Slaets, Leen; Claeskens, Gerda; Hubert, Mia Phase and amplitude-based clustering for functional data. (English) Zbl 1252.62066 Comput. Stat. Data Anal. 56, No. 7, 2360-2374 (2012). MSC: 62H30 62-07 PDF BibTeX XML Cite \textit{L. Slaets} et al., Comput. Stat. Data Anal. 56, No. 7, 2360--2374 (2012; Zbl 1252.62066) 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
Cardot, Hervé; Cénac, Peggy; Monnez, Jean-Marie A fast and recursive algorithm for clustering large datasets with \(k\)-medians. (English) Zbl 1243.62087 Comput. Stat. Data Anal. 56, No. 6, 1434-1449 (2012). MSC: 62H30 62L20 62L12 65C60 PDF BibTeX XML Cite \textit{H. Cardot} et al., Comput. Stat. Data Anal. 56, No. 6, 1434--1449 (2012; Zbl 1243.62087) Full Text: DOI arXiv HAL OpenURL
Frühwirth-Schnatter, Sylvia Panel data analysis: a survey on model-based clustering of time series. (English) Zbl 1274.62591 Adv. Data Anal. Classif., ADAC 5, No. 4, 251-280 (2011). MSC: 62M10 62H30 62-02 68T10 91C20 PDF BibTeX XML Cite \textit{S. Frühwirth-Schnatter}, Adv. Data Anal. Classif., ADAC 5, No. 4, 251--280 (2011; Zbl 1274.62591) Full Text: DOI 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