Lecué, Guillaume; Lerasle, Matthieu; Mathieu, Timlothée Robust classification via MOM minimization. (English) Zbl 07255760 Mach. Learn. 109, No. 8, 1635-1665 (2020). MSC: 68T05 PDF BibTeX XML Cite \textit{G. Lecué} et al., Mach. Learn. 109, No. 8, 1635--1665 (2020; Zbl 07255760) Full Text: DOI arXiv OpenURL
Vencalek, Ondrej; Pokotylo, Oleksii Depth-weighted Bayes classification. (English) Zbl 1469.62154 Comput. Stat. Data Anal. 123, 1-12 (2018). MSC: 62-08 62H30 62H05 PDF BibTeX XML Cite \textit{O. Vencalek} and \textit{O. Pokotylo}, Comput. Stat. Data Anal. 123, 1--12 (2018; Zbl 1469.62154) Full Text: DOI 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
Hubert, Mia; Rousseeuw, Peter; Segaert, Pieter Multivariate and functional classification using depth and distance. (English) Zbl 1414.62247 Adv. Data Anal. Classif., ADAC 11, No. 3, 445-466 (2017). MSC: 62H30 PDF BibTeX XML Cite \textit{M. Hubert} et al., Adv. Data Anal. Classif., ADAC 11, No. 3, 445--466 (2017; Zbl 1414.62247) Full Text: DOI arXiv OpenURL
Tzirakis, Panagiotis; Tjortjis, Christos T3C: improving a decision tree classification algorithm’s interval splits on continuous attributes. (English) Zbl 1414.68081 Adv. Data Anal. Classif., ADAC 11, No. 2, 353-370 (2017). MSC: 68T05 PDF BibTeX XML Cite \textit{P. Tzirakis} and \textit{C. Tjortjis}, Adv. Data Anal. Classif., ADAC 11, No. 2, 353--370 (2017; Zbl 1414.68081) Full Text: DOI OpenURL
Kim, Hyoung-Moon; Yoon, Young Joo; Kim, Hea-Jung Optimal classifier for multivariate rectangle-screened normal data classification. (English) Zbl 1327.62377 J. Korean Stat. Soc. 44, No. 4, 498-515 (2015). MSC: 62H30 60E05 PDF BibTeX XML Cite \textit{H.-M. Kim} et al., J. Korean Stat. Soc. 44, No. 4, 498--515 (2015; Zbl 1327.62377) Full Text: DOI OpenURL
Hubert, Mia; Rousseeuw, Peter J.; Segaert, Pieter Multivariate functional outlier detection. (English) Zbl 1441.62124 Stat. Methods Appl. 24, No. 2, 177-202 (2015). MSC: 62H05 62H12 62G35 62R10 PDF BibTeX XML Cite \textit{M. Hubert} et al., Stat. Methods Appl. 24, No. 2, 177--202 (2015; Zbl 1441.62124) Full Text: DOI OpenURL
Paindaveine, Davy; van Bever, Germain Nonparametrically consistent depth-based classifiers. (English) Zbl 1359.62258 Bernoulli 21, No. 1, 62-82 (2015). MSC: 62H30 62G20 PDF BibTeX XML Cite \textit{D. Paindaveine} and \textit{G. van Bever}, Bernoulli 21, No. 1, 62--82 (2015; Zbl 1359.62258) Full Text: DOI arXiv Euclid OpenURL
Claeskens, Gerda; Hubert, Mia; Slaets, Leen; Vakili, Kaveh Multivariate functional halfspace depth. (English) Zbl 1367.62162 J. Am. Stat. Assoc. 109, No. 505, 411-423 (2014). MSC: 62H05 62G05 PDF BibTeX XML Cite \textit{G. Claeskens} et al., J. Am. Stat. Assoc. 109, No. 505, 411--423 (2014; Zbl 1367.62162) Full Text: DOI OpenURL
Liu, Xiaohui; Zuo, Yijun Computing projection depth and its associated estimators. (English) Zbl 1325.62014 Stat. Comput. 24, No. 1, 51-63 (2014). MSC: 62-07 65C60 PDF BibTeX XML Cite \textit{X. Liu} and \textit{Y. Zuo}, Stat. Comput. 24, No. 1, 51--63 (2014; Zbl 1325.62014) Full Text: DOI OpenURL
Hubert, Mia; Gijbels, Irène; Vanpaemel, Dina Reducing the mean squared error of quantile-based estimators by smoothing. (English) Zbl 1273.62051 Test 22, No. 3, 448-465 (2013). MSC: 62F10 62F35 65C60 62G35 PDF BibTeX XML Cite \textit{M. Hubert} et al., Test 22, No. 3, 448--465 (2013; Zbl 1273.62051) Full Text: DOI OpenURL
Hubert, Mia; Van der Veeken, Stephan Robust classification for skewed data. (English) Zbl 1284.62378 Adv. Data Anal. Classif., ADAC 4, No. 4, 239-254 (2010). MSC: 62H30 PDF BibTeX XML Cite \textit{M. Hubert} and \textit{S. Van der Veeken}, Adv. Data Anal. Classif., ADAC 4, No. 4, 239--254 (2010; Zbl 1284.62378) Full Text: DOI OpenURL
Hubert, M.; Vandervieren, E. An adjusted boxplot for skewed distributions. (English) Zbl 1452.62074 Comput. Stat. Data Anal. 52, No. 12, 5186-5201 (2008). MSC: 62-08 62A09 PDF BibTeX XML Cite \textit{M. Hubert} and \textit{E. Vandervieren}, Comput. Stat. Data Anal. 52, No. 12, 5186--5201 (2008; Zbl 1452.62074) Full Text: DOI OpenURL