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ORCIDAdvances in Data Analysis and Classification, Volume 4
Volume 4, Number 1, April 2010
- Hans-Hermann Bock:
Editorial. 1-2 - Christian Hennig
:
Methods for merging Gaussian mixture components. 3-34 - Hye Won Suk, Heungsun Hwang:
Regularized fuzzy clusterwise ridge regression. 35-51 - Genane Youness, Gilbert Saporta:
Comparing partitions of two sets of units based on the same variables. 53-64 - Florian Frommlet:
Tag SNP selection based on clustering according to dominant sets found using replicator dynamics. 65-83
Volume 4, Numbers 2-3, September 2010
- Marco Riani, Andrea Cerioli, Peter J. Rousseeuw:
Special Issue on Robust Methods for Classification and Data Analysis - Preface by the Guest Editors. 85-87 - Luis Angel García-Escudero, Alfonso Gordaliza, Carlos Matrán, Agustín Mayo-Íscar:
A review of robust clustering methods. 89-109 - Pietro Coretto, Christian Hennig:
A simulation study to compare robust clustering methods based on mixtures. 111-135 - Christophe Croux, Catherine Dehon, A. Yadine:
The k-step spatial sign covariance matrix. 137-150 - Michiel Debruyne, Tim Verdonck:
Robust kernel principal component analysis and classification. 151-167 - Alfio Marazzi, Victor J. Yohai:
Optimal robust estimates using the Hellinger distance. 169-179 - Stefan Van Aelst, Gert Willems:
Inference for robust canonical variate analysis. 181-197 - Arnout Van Messem, Andreas Christmann:
A review on consistency and robustness properties of support vector machines for heavy-tailed distributions. 199-220
Volume 4, Number 4, December 2010
- Hans-Hermann Bock, Wolfgang Gaul, Akinori Okada, Maurizio Vichi:
Editorial. 221-222 - Casper J. Albers, John C. Gower:
A general approach to handling missing values in Procrustes analysis. 223-237 - Mia Hubert, Stephan Van der Veeken:
Robust classification for skewed data. 239-254 - Heungsun Hwang, Marc A. Tomiuk:
Fuzzy clusterwise quasi-likelihood generalized linear models. 255-270 - Matthijs J. Warrens:
Inequalities between multi-rater kappas. 271-286 - Tiziano Bellini:
Detecting atypical observations in financial data: the forward search for elliptical copulas. 287-299 - Tri-Dung Nguyen, Roy E. Welsch:
Outlier detection and robust covariance estimation using mathematical programming. 301-334
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