Amovin-Assagba, Martial; Gannaz, Irène; Jacques, Julien Outlier detection in multivariate functional data through a contaminated mixture model. (English) Zbl 07561881 Comput. Stat. Data Anal. 174, Article ID 107496, 20 p. (2022). MSC: 62-XX PDF BibTeX XML Cite \textit{M. Amovin-Assagba} et al., Comput. Stat. Data Anal. 174, Article ID 107496, 20 p. (2022; Zbl 07561881) Full Text: DOI OpenURL
Álvarez-Esteban, Pedro C.; García-Escudero, Luis A. Robust clustering of functional directional data. (English) Zbl 07538948 Adv. Data Anal. Classif., ADAC 16, No. 1, 181-199 (2022). MSC: 62H30 62H11 62G35 PDF BibTeX XML Cite \textit{P. C. Álvarez-Esteban} and \textit{L. A. García-Escudero}, Adv. Data Anal. Classif., ADAC 16, No. 1, 181--199 (2022; Zbl 07538948) Full Text: DOI OpenURL
Feng, Zhangmei; Zhang, Jiamin Nonparametric K-means algorithm with applications in economic and functional data. (English) Zbl 07532289 Commun. Stat., Theory Methods 51, No. 2, 537-551 (2022). MSC: 62-XX PDF BibTeX XML Cite \textit{Z. Feng} and \textit{J. Zhang}, Commun. Stat., Theory Methods 51, No. 2, 537--551 (2022; Zbl 07532289) Full Text: DOI OpenURL
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
Li, Zhouping; Wang, Hui Improving \(K\)-means method via shrinkage estimation and LVQ algorithm. (English) Zbl 07545716 Commun. Stat., Simulation Comput. 50, No. 11, 3166-3181 (2021). MSC: 62-XX PDF BibTeX XML Cite \textit{Z. Li} and \textit{H. Wang}, Commun. Stat., Simulation Comput. 50, No. 11, 3166--3181 (2021; Zbl 07545716) Full Text: DOI OpenURL
Farnè, Matteo; Vouldis, Angelos T. Banks’ business models in the euro area: a cluster analysis in high dimensions. (English) Zbl 1477.62160 Ann. Oper. Res. 305, No. 1-2, 23-57 (2021). MSC: 62H30 62P05 91G70 PDF BibTeX XML Cite \textit{M. Farnè} and \textit{A. T. Vouldis}, Ann. Oper. Res. 305, No. 1--2, 23--57 (2021; Zbl 1477.62160) Full Text: DOI arXiv 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
Brécheteau, Claire; Fischer, Aurélie; Levrard, Clément Robust Bregman clustering. (English) Zbl 1475.62177 Ann. Stat. 49, No. 3, 1679-1701 (2021). MSC: 62H30 62G35 PDF BibTeX XML Cite \textit{C. Brécheteau} et al., Ann. Stat. 49, No. 3, 1679--1701 (2021; Zbl 1475.62177) Full Text: DOI arXiv OpenURL
Sinova, Beatriz; Van Aelst, Stefan; Terán, Pedro M-estimators and trimmed means: from Hilbert-valued to fuzzy set-valued data. (English) Zbl 07363874 Adv. Data Anal. Classif., ADAC 15, No. 2, 267-288 (2021). MSC: 62G35 62-07 03E72 PDF BibTeX XML Cite \textit{B. Sinova} et al., Adv. Data Anal. Classif., ADAC 15, No. 2, 267--288 (2021; Zbl 07363874) Full Text: DOI Link OpenURL
Mirfarah, Elham; Naderi, Mehrdad; Chen, Ding-Geng Mixture of linear experts model for censored data: a novel approach with scale-mixture of normal distributions. (English) Zbl 07345446 Comput. Stat. Data Anal. 158, Article ID 107182, 19 p. (2021). MSC: 62-XX PDF BibTeX XML Cite \textit{E. Mirfarah} et al., Comput. Stat. Data Anal. 158, Article ID 107182, 19 p. (2021; Zbl 07345446) Full Text: DOI arXiv OpenURL
Greco, Luca; Lucadamo, Antonio; Amenta, Pietro An impartial trimming approach for joint dimension and sample reduction. (English) Zbl 07300772 J. Classif. 37, No. 3, 769-788 (2020). MSC: 62H30 PDF BibTeX XML Cite \textit{L. Greco} et al., J. Classif. 37, No. 3, 769--788 (2020; Zbl 07300772) Full Text: DOI OpenURL
Brécheteau, Claire; Levrard, Clément A \(k\)-points-based distance for robust geometric inference. (English) Zbl 1469.62432 Bernoulli 26, No. 4, 3017-3050 (2020). Reviewer: Jonas Šiaulys (Vilnius) MSC: 62R40 62G35 62C20 PDF BibTeX XML Cite \textit{C. Brécheteau} and \textit{C. Levrard}, Bernoulli 26, No. 4, 3017--3050 (2020; Zbl 1469.62432) Full Text: DOI Euclid 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
Tavares, Ana Helena; Raymaekers, Jakob; Rousseeuw, Peter J.; Brito, Paula; Afreixo, Vera Clustering genomic words in human DNA using peaks and trends of distributions. (English) Zbl 1474.62395 Adv. Data Anal. Classif., ADAC 14, No. 1, 57-76 (2020). MSC: 62P10 62H30 92D20 PDF BibTeX XML Cite \textit{A. H. Tavares} et al., Adv. Data Anal. Classif., ADAC 14, No. 1, 57--76 (2020; Zbl 1474.62395) Full Text: DOI arXiv OpenURL
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 PDF BibTeX XML Cite \textit{A. Mazza} and \textit{A. Punzo}, Stat. Pap. 61, No. 2, 787--822 (2020; Zbl 1435.62238) 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
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
del Barrio, E.; Cuesta-Albertos, J. A.; Matrán, C.; Mayo-Íscar, A. Robust clustering tools based on optimal transportation. (English) Zbl 1430.62130 Stat. Comput. 29, No. 1, 139-160 (2019). MSC: 62H30 62G35 62G20 62P10 PDF BibTeX XML Cite \textit{E. del Barrio} et al., Stat. Comput. 29, No. 1, 139--160 (2019; Zbl 1430.62130) Full Text: DOI arXiv OpenURL
Galeano, Pedro; Peña, Daniel Data science, big data and statistics. (English) Zbl 1428.62021 Test 28, No. 2, 289-329 (2019). MSC: 62A01 68T05 62M10 62H12 62R07 PDF BibTeX XML Cite \textit{P. Galeano} and \textit{D. Peña}, Test 28, No. 2, 289--329 (2019; Zbl 1428.62021) Full Text: DOI 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
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 PDF BibTeX XML Cite \textit{C. B. Zeller} et al., Adv. Data Anal. Classif., ADAC 13, No. 1, 89--116 (2019; Zbl 1474.62259) Full Text: DOI OpenURL
Aaron, Catherine; Cholaquidis, Alejandro; Fraiman, Ricardo; Ghattas, Badih Multivariate and functional robust fusion methods for structured big data. (English) Zbl 1416.62329 J. Multivariate Anal. 170, 149-161 (2019). Reviewer: Denis Sidorov (Irkutsk) MSC: 62H30 62H20 62G35 PDF BibTeX XML Cite \textit{C. Aaron} et al., J. Multivariate Anal. 170, 149--161 (2019; Zbl 1416.62329) Full Text: DOI arXiv OpenURL
Scitovski, Rudolf; Sušac, Marijana Zekić; Has, Adela Searching for an optimal partition of incomplete data with application in modeling energy efficiency of public buildings. (English) Zbl 1457.90134 Croat. Oper. Res. Rev. (CRORR) 9, No. 2, 255-268 (2018). MSC: 90C27 PDF BibTeX XML Cite \textit{R. Scitovski} et al., Croat. Oper. Res. Rev. (CRORR) 9, No. 2, 255--268 (2018; Zbl 1457.90134) Full Text: DOI Link OpenURL
García-Escudero, L. A.; Gordaliza, A.; Matrán, C.; Mayo-Iscar, A. Comments on “The power of monitoring: how to make the most of a contaminated multivariate sample”. (English) Zbl 1428.62226 Stat. Methods Appl. 27, No. 4, 605-608 (2018). MSC: 62H12 62J20 62G35 62H30 PDF BibTeX XML Cite \textit{L. A. García-Escudero} et al., Stat. Methods Appl. 27, No. 4, 605--608 (2018; Zbl 1428.62226) Full Text: DOI Link OpenURL
Jung, Byoung Cheol; Cheon, Sooyoung; Lim, Hwa Kyung Mixtures of regression models with incomplete and noisy data. (English) Zbl 1392.62154 Commun. Stat., Simulation Comput. 47, No. 2, 444-463 (2018). MSC: 62H12 62J05 62F35 62H10 62H30 49N30 PDF BibTeX XML Cite \textit{B. C. Jung} et al., Commun. Stat., Simulation Comput. 47, No. 2, 444--463 (2018; Zbl 1392.62154) 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
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
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 PDF BibTeX XML Cite \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 OpenURL
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 PDF BibTeX XML Cite \textit{A. Punzo} and \textit{Paul. D. McNicholas}, J. Classif. 34, No. 2, 249--293 (2017; Zbl 1373.62316) Full Text: DOI arXiv OpenURL
García-Escudero, L. A.; Gordaliza, A.; Greselin, F.; Ingrassia, S.; Mayo-Iscar, A. Robust estimation of mixtures of regressions with random covariates, via trimming and constraints. (English) Zbl 06697663 Stat. Comput. 27, No. 2, 377-402 (2017). MSC: 62-XX PDF BibTeX XML Cite \textit{L. A. García-Escudero} et al., Stat. Comput. 27, No. 2, 377--402 (2017; Zbl 06697663) Full Text: DOI arXiv 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
Kushagra, Shrinu; Samadi, Samira; Ben-David, Shai Finding meaningful cluster structure amidst background noise. (English) Zbl 1478.68292 Ortner, Ronald (ed.) et al., Algorithmic learning theory. 27th international conference, ALT 2016, Bari, Italy, October 19–21, 2016, Proceedings. Cham: Springer. Lect. Notes Comput. Sci. 9925, 339-354 (2016). MSC: 68T05 62H30 PDF BibTeX XML Cite \textit{S. Kushagra} et al., Lect. Notes Comput. Sci. 9925, 339--354 (2016; Zbl 1478.68292) Full Text: DOI OpenURL
Forbes, Florence; Wraith, Darren A new family of multivariate heavy-tailed distributions with variable marginal amounts of tailweight: application to robust clustering. (English) Zbl 1332.62204 Stat. Comput. 24, No. 6, 971-984 (2014). MSC: 62H30 62H05 60E05 PDF BibTeX XML Cite \textit{F. Forbes} and \textit{D. Wraith}, Stat. Comput. 24, No. 6, 971--984 (2014; Zbl 1332.62204) 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
Bharath, Karthik; Pozdnyakov, Vladimir; Dey, Dipak K. Asymptotics of the empirical cross-over function. (English) Zbl 1334.62089 Ann. Inst. Stat. Math. 66, No. 2, 369-382 (2014). MSC: 62G20 62H30 60F05 60F17 PDF BibTeX XML Cite \textit{K. Bharath} et al., Ann. Inst. Stat. Math. 66, No. 2, 369--382 (2014; Zbl 1334.62089) Full Text: DOI arXiv 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
Yang, Min-Shen; Lin, Chih-Ying; Tian, Yi-Cheng A robust fuzzy classification maximum likelihood clustering framework. (English) Zbl 1323.62069 Int. J. Uncertain. Fuzziness Knowl.-Based Syst. 21, No. 5, 755-776 (2013). MSC: 62H30 62F35 PDF BibTeX XML Cite \textit{M.-S. Yang} et al., Int. J. Uncertain. Fuzziness Knowl.-Based Syst. 21, No. 5, 755--776 (2013; Zbl 1323.62069) Full Text: DOI 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
Bharath, Karthik; Pozdnyakov, Vladimir; Dey, Dipak K. Asymptotics of a clustering criterion for smooth distributions. (English) Zbl 1336.62172 Electron. J. Stat. 7, 1078-1093 (2013). MSC: 62H30 62E20 62F05 62G30 60F17 PDF BibTeX XML Cite \textit{K. Bharath} et al., Electron. J. Stat. 7, 1078--1093 (2013; Zbl 1336.62172) Full Text: DOI arXiv Euclid 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
Yang, Miin-Shen; Lai, Chien-Yo; Lin, Chih-Ying A robust EM clustering algorithm for Gaussian mixture models. (English) Zbl 1242.68260 Pattern Recognition 45, No. 11, 3950-3961 (2012). MSC: 68T05 68T10 PDF BibTeX XML Cite \textit{M.-S. Yang} et al., Pattern Recognition 45, No. 11, 3950--3961 (2012; Zbl 1242.68260) Full Text: DOI OpenURL
Álvarez-Esteban, Pedro C.; Del Barrio, Eustasio; Cuesta-Albertos, Juan A.; Matrán, Carlos Similarity of samples and trimming. (English) Zbl 1239.62005 Bernoulli 18, No. 2, 606-634 (2012). MSC: 62A01 62G09 62G10 62G20 65C60 PDF BibTeX XML Cite \textit{P. C. Álvarez-Esteban} et al., Bernoulli 18, No. 2, 606--634 (2012; Zbl 1239.62005) Full Text: DOI arXiv Euclid OpenURL
Cator, Eric A.; Lopuhaä, Hendrik P. Central limit theorem and influence function for the MCD estimators at general multivariate distributions. (English) Zbl 1239.62068 Bernoulli 18, No. 2, 520-551 (2012). MSC: 62H12 60F05 62E20 62H05 62H10 62F12 PDF BibTeX XML Cite \textit{E. A. Cator} and \textit{H. P. Lopuhaä}, Bernoulli 18, No. 2, 520--551 (2012; Zbl 1239.62068) Full Text: DOI arXiv Euclid OpenURL
Zhan, Tingting; Chevoneva, Inna; Iglewicz, Boris Generalized weighted likelihood density estimators with application to finite mixture of exponential family distributions. (English) Zbl 1247.62113 Comput. Stat. Data Anal. 55, No. 1, 457-465 (2011). MSC: 62G07 62G35 65C60 PDF BibTeX XML Cite \textit{T. Zhan} et al., Comput. Stat. Data Anal. 55, No. 1, 457--465 (2011; Zbl 1247.62113) Full Text: DOI Link OpenURL
Ruwet, C.; Haesbroeck, G. Impact of contamination on training and test error rates in statistical clustering. (English) Zbl 1217.62091 Commun. Stat., Simulation Comput. 40, No. 3, 394-411 (2011). MSC: 62H30 62F35 65C60 PDF BibTeX XML Cite \textit{C. Ruwet} and \textit{G. Haesbroeck}, Commun. Stat., Simulation Comput. 40, No. 3, 394--411 (2011; Zbl 1217.62091) Full Text: DOI HAL OpenURL
Coretto, Pietro; Hennig, Christian Maximum likelihood estimation of heterogeneous mixtures of Gaussian and uniform distributions. (English) Zbl 1203.62017 J. Stat. Plann. Inference 141, No. 1, 462-473 (2011). MSC: 62F10 65C60 62H30 62F12 PDF BibTeX XML Cite \textit{P. Coretto} and \textit{C. Hennig}, J. Stat. Plann. Inference 141, No. 1, 462--473 (2011; Zbl 1203.62017) Full Text: DOI OpenURL
García-Escudero, L. A.; Gordaliza, A.; Mayo-Iscar, A.; San Martín, R. Robust clusterwise linear regression through trimming. (English) Zbl 1284.62198 Comput. Stat. Data Anal. 54, No. 12, 3057-3069 (2010). MSC: 62F35 62J05 PDF BibTeX XML Cite \textit{L. A. García-Escudero} et al., Comput. Stat. Data Anal. 54, No. 12, 3057--3069 (2010; Zbl 1284.62198) Full Text: DOI OpenURL
Alvarez-Esteban, Pedro C.; del Barrio, Eustasio; Cuesta-Albertos, Juan A.; Matrán, Carlos Assessing when a sample is mostly normal. (English) Zbl 1284.62124 Comput. Stat. Data Anal. 54, No. 12, 2914-2925 (2010). MSC: 62F03 PDF BibTeX XML Cite \textit{P. C. Alvarez-Esteban} et al., Comput. Stat. Data Anal. 54, No. 12, 2914--2925 (2010; Zbl 1284.62124) Full Text: DOI OpenURL
Gao, Jinxin; Hitchcock, David B. James-Stein shrinkage to improve \(k\)-means cluster analysis. (English) Zbl 1284.62374 Comput. Stat. Data Anal. 54, No. 9, 2113-2127 (2010). MSC: 62H30 PDF BibTeX XML Cite \textit{J. Gao} and \textit{D. B. Hitchcock}, Comput. Stat. Data Anal. 54, No. 9, 2113--2127 (2010; Zbl 1284.62374) Full Text: DOI OpenURL
Coretto, Pietro; Hennig, Christian A simulation study to compare robust clustering methods based on mixtures. (English) Zbl 1284.62366 Adv. Data Anal. Classif., ADAC 4, No. 2-3, 111-135 (2010). MSC: 62H30 62F35 62F10 62F12 PDF BibTeX XML Cite \textit{P. Coretto} and \textit{C. Hennig}, Adv. Data Anal. Classif., ADAC 4, No. 2--3, 111--135 (2010; Zbl 1284.62366) 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
Croux, Christophe; Fekri, Mohammed; Ruiz-Gazen, Anne Fast and robust estimation of the multivariate errors in variables model. (English) Zbl 1203.62106 Test 19, No. 2, 286-303 (2010). MSC: 62H12 62F35 62G05 65C60 PDF BibTeX XML Cite \textit{C. Croux} et al., Test 19, No. 2, 286--303 (2010; Zbl 1203.62106) 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
Gallegos, María Teresa; Ritter, Gunter Trimming algorithms for clustering contaminated grouped data and their robustness. (English) Zbl 1284.62372 Adv. Data Anal. Classif., ADAC 3, No. 2, 135-167 (2009). MSC: 62H30 62F35 PDF BibTeX XML Cite \textit{M. T. Gallegos} and \textit{G. Ritter}, Adv. Data Anal. Classif., ADAC 3, No. 2, 135--167 (2009; Zbl 1284.62372) Full Text: DOI OpenURL
García-Escudero, L. A.; Gordaliza, A.; San Martín, R.; van Aelst, S.; Zamar, R. Robust linear clustering. (English) Zbl 1231.62112 J. R. Stat. Soc., Ser. B, Stat. Methodol. 71, No. 1, 301-318 (2009). MSC: 62H30 62H25 PDF BibTeX XML Cite \textit{L. A. García-Escudero} et al., J. R. Stat. Soc., Ser. B, Stat. Methodol. 71, No. 1, 301--318 (2009; Zbl 1231.62112) Full Text: DOI Link OpenURL
Farcomeni, Alessio Robust double clustering: a method based on alternating concentration steps. (English) Zbl 1276.62040 J. Classif. 26, No. 1, 77-101 (2009). MSC: 62H30 PDF BibTeX XML Cite \textit{A. Farcomeni}, J. Classif. 26, No. 1, 77--101 (2009; Zbl 1276.62040) Full Text: DOI OpenURL
García-Escudero, L. A.; Gordaliza, A.; Matrán, C.; Mayo-Iscar, A. A robust maximal \(F\)-ratio statistic to detect clusters structure. (English) Zbl 1159.62314 Commun. Stat., Theory Methods 38, No. 5, 682-694 (2009). MSC: 62H30 62F35 PDF BibTeX XML Cite \textit{L. A. García-Escudero} et al., Commun. Stat., Theory Methods 38, No. 5, 682--694 (2009; Zbl 1159.62314) Full Text: DOI OpenURL
Hubert, Mia; Rousseeuw, Peter J.; Van Aelst, Stefan High-breakdown robust multivariate methods. (English) Zbl 1327.62328 Stat. Sci. 23, No. 1, 92-119 (2008). MSC: 62H05 62J05 PDF BibTeX XML Cite \textit{M. Hubert} et al., Stat. Sci. 23, No. 1, 92--119 (2008; Zbl 1327.62328) Full Text: DOI arXiv Euclid OpenURL
Cuesta-Albertos, J. A.; Matrán, C.; Mayo-Iscar, A. Robust estimation in the normal mixture model based on robust clustering. (English) Zbl 05563369 J. R. Stat. Soc., Ser. B, Stat. Methodol. 70, No. 4, 779-802 (2008). MSC: 62-XX PDF BibTeX XML Cite \textit{J. A. Cuesta-Albertos} et al., J. R. Stat. Soc., Ser. B, Stat. Methodol. 70, No. 4, 779--802 (2008; Zbl 05563369) Full Text: DOI OpenURL
García-Escudero, Luis A.; Gordaliza, Alfonso; Matrán, Carlos; Mayo-Iscar, Agustin A general trimming approach to robust cluster analysis. (English) Zbl 1360.62328 Ann. Stat. 36, No. 3, 1324-1345 (2008). MSC: 62H30 62F35 PDF BibTeX XML Cite \textit{L. A. García-Escudero} et al., Ann. Stat. 36, No. 3, 1324--1345 (2008; Zbl 1360.62328) Full Text: DOI arXiv OpenURL
Hennig, Christian Dissolution point and isolation robustness: Robustness criteria for general cluster analysis methods. (English) Zbl 1141.62052 J. Multivariate Anal. 99, No. 6, 1154-1176 (2008). MSC: 62H30 62F35 PDF BibTeX XML Cite \textit{C. Hennig}, J. Multivariate Anal. 99, No. 6, 1154--1176 (2008; Zbl 1141.62052) Full Text: DOI OpenURL
Hennig, Christian Cluster-wise assessment of cluster stability. (English) Zbl 1452.62447 Comput. Stat. Data Anal. 52, No. 1, 258-271 (2007). MSC: 62H30 62F35 62-08 PDF BibTeX XML Cite \textit{C. Hennig}, Comput. Stat. Data Anal. 52, No. 1, 258--271 (2007; Zbl 1452.62447) Full Text: DOI Link OpenURL
Cuesta-Albertos, Juan Antonio; Fraiman, Ricardo Impartial trimmed \(k\)-means for functional data. (English) Zbl 1162.62377 Comput. Stat. Data Anal. 51, No. 10, 4864-4877 (2007). MSC: 62H30 65C60 62P30 PDF BibTeX XML Cite \textit{J. A. Cuesta-Albertos} and \textit{R. Fraiman}, Comput. Stat. Data Anal. 51, No. 10, 4864--4877 (2007; Zbl 1162.62377) Full Text: DOI OpenURL
García-Escudero, L. A.; Gordaliza, A. The importance of the scales in heterogeneous robust clustering. (English) Zbl 1162.62379 Comput. Stat. Data Anal. 51, No. 9, 4403-4412 (2007). MSC: 62H30 62F35 PDF BibTeX XML Cite \textit{L. A. García-Escudero} and \textit{A. Gordaliza}, Comput. Stat. Data Anal. 51, No. 9, 4403--4412 (2007; Zbl 1162.62379) Full Text: DOI OpenURL
Käärik, Meelis; Pärna, Kalev Approximation of distributions by bounded sets. (English) Zbl 1128.62020 Acta Appl. Math. 97, No. 1-3, 15-23 (2007). Reviewer: Wilfried Hazod (Dortmund) MSC: 62E17 60F99 62H99 60F05 PDF BibTeX XML Cite \textit{M. Käärik} and \textit{K. Pärna}, Acta Appl. Math. 97, No. 1--3, 15--23 (2007; Zbl 1128.62020) Full Text: DOI OpenURL
Cerioli, Andrea; Riani, Marco; Atkinson, Anthony C. Robust classification with categorical variables. (English) Zbl 1437.62013 Rizzi, Alfredo (ed.) et al., COMPSTAT. Proceedings in computational statistics. 17th symposium held in Rome, Italy, August 28 – September 1, 2006. With CD-Rom. Heidelberg: Physica-Verlag. 507-519 (2006). MSC: 62-08 62H30 PDF BibTeX XML Cite \textit{A. Cerioli} et al., in: COMPSTAT. Proceedings in computational statistics. 17th symposium held in Rome, Italy, August 28 -- September 1, 2006. With CD-Rom. Heidelberg: Physica-Verlag. 507--519 (2006; Zbl 1437.62013) Full Text: DOI Link OpenURL
Pison, Greet; van Aelst, Stefan; Zamar, Ruben H. A robust linear grouping algorithm. (English) Zbl 1437.62036 Rizzi, Alfredo (ed.) et al., COMPSTAT. Proceedings in computational statistics. 17th symposium held in Rome, Italy, August 28 – September 1, 2006. With CD-Rom. Heidelberg: Physica-Verlag. 43-53 (2006). MSC: 62-08 62H30 PDF BibTeX XML Cite \textit{G. Pison} et al., in: COMPSTAT. Proceedings in computational statistics. 17th symposium held in Rome, Italy, August 28 -- September 1, 2006. With CD-Rom. Heidelberg: Physica-Verlag. 43--53 (2006; Zbl 1437.62036) Full Text: DOI OpenURL
Leisch, Friedrich A toolbox for \(K\)-centroids cluster analysis. (English) Zbl 1157.62439 Comput. Stat. Data Anal. 51, No. 2, 526-544 (2006). MSC: 62H30 65C60 PDF BibTeX XML Cite \textit{F. Leisch}, Comput. Stat. Data Anal. 51, No. 2, 526--544 (2006; Zbl 1157.62439) Full Text: DOI OpenURL
Gallegos, María Teresa; Ritter, Gunter A robust method for cluster analysis. (English) Zbl 1064.62074 Ann. Stat. 33, No. 1, 347-380 (2005). MSC: 62H30 62F35 65C60 PDF BibTeX XML Cite \textit{M. T. Gallegos} and \textit{G. Ritter}, Ann. Stat. 33, No. 1, 347--380 (2005; Zbl 1064.62074) Full Text: DOI arXiv OpenURL
Hennig, Christian Clusters, outliers, and regression: Fixed point clusters. (English) Zbl 1020.62051 J. Multivariate Anal. 86, No. 1, 183-212 (2003). MSC: 62H30 62J05 62-07 PDF BibTeX XML Cite \textit{C. Hennig}, J. Multivariate Anal. 86, No. 1, 183--212 (2003; Zbl 1020.62051) Full Text: DOI OpenURL
Lember, Jüri On minimizing sequences for \(k\)-centres. (English) Zbl 1013.60002 J. Approximation Theory 120, No. 1, 20-35 (2003). Reviewer: Anatolij Plichko (Kirovograd) MSC: 60B99 46N30 46G12 PDF BibTeX XML Cite \textit{J. Lember}, J. Approx. Theory 120, No. 1, 20--35 (2003; Zbl 1013.60002) Full Text: DOI OpenURL
Hennig, Christian; Christlieb, Norbert Validating visual clusters in large datasets: fixed point clusters of spectral features. (English) Zbl 1043.68089 Comput. Stat. Data Anal. 40, No. 4, 723-739 (2002). MSC: 68T10 62H30 68U99 PDF BibTeX XML Cite \textit{C. Hennig} and \textit{N. Christlieb}, Comput. Stat. Data Anal. 40, No. 4, 723--739 (2002; Zbl 1043.68089) Full Text: DOI OpenURL
Cuesta-Albertos, J. A.; García-Escudero, L. A.; Gordaliza, A. On the asymptotics of trimmed best \(k\)-nets. (English) Zbl 1098.62540 J. Multivariate Anal. 82, No. 2, 486-516 (2002). MSC: 62H30 60F15 60F05 62F35 PDF BibTeX XML Cite \textit{J. A. Cuesta-Albertos} et al., J. Multivariate Anal. 82, No. 2, 486--516 (2002; Zbl 1098.62540) Full Text: DOI OpenURL
Fraiman, Ricardo; Muniz, Graciela Trimmed means for functional data. (English) Zbl 1016.62026 Test 10, No. 2, 419-440 (2001). MSC: 62G07 62M09 62G20 62G05 PDF BibTeX XML Cite \textit{R. Fraiman} and \textit{G. Muniz}, Test 10, No. 2, 419--440 (2001; Zbl 1016.62026) Full Text: DOI OpenURL
Cuevas, A.; Febrero, M.; Fraiman, R. Cluster analysis: a further approach based on density estimation. (English) Zbl 1053.62537 Comput. Stat. Data Anal. 36, No. 4, 441-459 (2001). MSC: 62H30 62G07 PDF BibTeX XML Cite \textit{A. Cuevas} et al., Comput. Stat. Data Anal. 36, No. 4, 441--459 (2001; Zbl 1053.62537) Full Text: DOI OpenURL
García-Escudero, Luis A.; Gordaliza, Alfonso; Matrán, Carlos A central limit theorem for multivariate generalized trimmed \(k\)-means. (English) Zbl 0984.62042 Ann. Stat. 27, No. 3, 1061-1079 (1999). MSC: 62H30 60F05 62G35 62G15 PDF BibTeX XML Cite \textit{L. A. García-Escudero} et al., Ann. Stat. 27, No. 3, 1061--1079 (1999; Zbl 0984.62042) Full Text: DOI OpenURL
Garcia-Escudero, L. A.; Gordaliza, A.; Matrán, C. Asymptotics for trimmed \(k\)-means and associated tolerance zones. (English) Zbl 1054.62551 J. Stat. Plann. Inference 77, No. 2, 247-262 (1999). MSC: 62G20 62G15 62G35 PDF BibTeX XML Cite \textit{L. A. Garcia-Escudero} et al., J. Stat. Plann. Inference 77, No. 2, 247--262 (1999; Zbl 1054.62551) Full Text: DOI OpenURL
Cuesta-Albertos, J. A.; Gordaliza, A.; Matrán, C. On the geometric behaviour of multidimensional location measures. (English) Zbl 0932.62066 J. Stat. Plann. Inference 67, No. 2, 191-208 (1998). MSC: 62H05 PDF BibTeX XML Cite \textit{J. A. Cuesta-Albertos} et al., J. Stat. Plann. Inference 67, No. 2, 191--208 (1998; Zbl 0932.62066) Full Text: DOI OpenURL
Cuesta-Albertos, J. A.; Gordaliza, A.; Matrán, C. Trimmed best \(k\)-nets: A robustified version of an \(L_{\infty}\)-based clustering method. (English) Zbl 0894.62078 Stat. Probab. Lett. 36, No. 4, 401-413 (1998). MSC: 62H30 60F15 62F35 PDF BibTeX XML Cite \textit{J. A. Cuesta-Albertos} et al., Stat. Probab. Lett. 36, No. 4, 401--413 (1998; Zbl 0894.62078) Full Text: DOI OpenURL