Similar Search Results

Narrow search

Robust kernel principal component analysis and classification

Debruyne, Michiel; Verdonck, Tim - In: Advances in Data Analysis and Classification 4 (2010) 2, pp. 151-167

Persistent link: https://www.econbiz.de/10008674104

A review on consistency and robustness properties of support vector machines for heavy-tailed distributions

Messem, Arnout Van; Christmann, Andreas - In: Advances in Data Analysis and Classification 4 (2010) 2, pp. 199-220

Persistent link: https://www.econbiz.de/10008674106

Inference for robust canonical variate analysis

Aelst, Stefan Van; Willems, Gert - In: Advances in Data Analysis and Classification 4 (2010) 2, pp. 181-197

Persistent link: https://www.econbiz.de/10008674107

A review of robust clustering methods

García-Escudero, Luis; Gordaliza, Alfonso; Matrán, Carlos - In: Advances in Data Analysis and Classification 4 (2010) 2, pp. 89-109

Persistent link: https://www.econbiz.de/10008674109

A constrained robust proposal for mixture modeling avoiding spurious solutions

García-Escudero, L.; Gordaliza, A.; Mayo-Iscar, A. - In: Advances in Data Analysis and Classification 8 (2014) 1, pp. 27-43

The high prevalence of spurious solutions and the disturbing effect of outlying observations in mixture modeling are well known problems that pose serious difficulties for non-expert practitioners of this kind of models in different applied areas. An approach which combines the use of Trimmed...

Persistent link: https://www.econbiz.de/10010995269

The influence function of the TCLUST robust clustering procedure

Ruwet, C.; García-Escudero, L.; Gordaliza, A.; … - In: Advances in Data Analysis and Classification 6 (2012) 2, pp. 107-130

Persistent link: https://www.econbiz.de/10010995277

Robust classification for skewed data

Hubert, Mia; Veeken, Stephan Van der - In: Advances in Data Analysis and Classification 4 (2010) 4, pp. 239-254

Persistent link: https://www.econbiz.de/10008775846

New robust dynamic plots for regression mixture detection

Perrotta, Domenico; Riani, Marco; Torti, Francesca - In: Advances in Data Analysis and Classification 3 (2009) 3, pp. 263-279

Persistent link: https://www.econbiz.de/10008491571