Van Messem, Arnout; Christmann, Andreas A review on consistency and robustness properties of support vector machines for heavy-tailed distributions. (English) Zbl 1284.68507 Adv. Data Anal. Classif., ADAC 4, No. 2-3, 199-220 (2010). MSC: 68T05 68T10 62G35 62G08 62F35 PDF BibTeX XML Cite \textit{A. Van Messem} and \textit{A. Christmann}, Adv. Data Anal. Classif., ADAC 4, No. 2--3, 199--220 (2010; Zbl 1284.68507) Full Text: DOI OpenURL
Van Aelst, Stefan; Willems, Gert Inference for robust canonical variate analysis. (English) Zbl 1284.62398 Adv. Data Anal. Classif., ADAC 4, No. 2-3, 181-197 (2010). MSC: 62H30 62F35 62F40 PDF BibTeX XML Cite \textit{S. Van Aelst} and \textit{G. Willems}, Adv. Data Anal. Classif., ADAC 4, No. 2--3, 181--197 (2010; Zbl 1284.62398) Full Text: DOI Link OpenURL
Marazzi, Alfio; Yohai, Victor J. Optimal robust estimates using the Hellinger distance. (English) Zbl 1284.62202 Adv. Data Anal. Classif., ADAC 4, No. 2-3, 169-179 (2010). MSC: 62F35 62F10 PDF BibTeX XML Cite \textit{A. Marazzi} and \textit{V. J. Yohai}, Adv. Data Anal. Classif., ADAC 4, No. 2--3, 169--179 (2010; Zbl 1284.62202) Full Text: DOI OpenURL
Debruyne, Michiel; Verdonck, Tim Robust kernel principal component analysis and classification. (English) Zbl 1284.62370 Adv. Data Anal. Classif., ADAC 4, No. 2-3, 151-167 (2010). MSC: 62H30 62G35 62H25 PDF BibTeX XML Cite \textit{M. Debruyne} and \textit{T. Verdonck}, Adv. Data Anal. Classif., ADAC 4, No. 2--3, 151--167 (2010; Zbl 1284.62370) Full Text: DOI OpenURL
Croux, C.; Dehon, C.; Yadine, A. The \(k\)-step spatial sign covariance matrix. (English) Zbl 1284.62367 Adv. Data Anal. Classif., ADAC 4, No. 2-3, 137-150 (2010). MSC: 62H30 62H25 62H12 PDF BibTeX XML Cite \textit{C. Croux} et al., Adv. Data Anal. Classif., ADAC 4, No. 2--3, 137--150 (2010; Zbl 1284.62367) 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
Riani, Marco (ed.); Cerioli, Andrea (ed.); Rousseeuw, Peter J. (ed.) Special issue on robust methods for classification and data analysis. (English) Zbl 1298.00345 Adv. Data Anal. Classif., ADAC 4, No. 2-3, 85-87 (2010). MSC: 00B25 62-06 62H30 PDF BibTeX XML Cite \textit{M. Riani} (ed.) et al., Adv. Data Anal. Classif., ADAC 4, No. 2--3, 85--87 (2010; Zbl 1298.00345) Full Text: DOI OpenURL