Sangam, Ravi Sankar; Om, Hari Equi-Clustream: a framework for clustering time evolving mixed data. (English) Zbl 1416.62358 Adv. Data Anal. Classif., ADAC 12, No. 4, 973-995 (2018). MSC: 62H30 PDF BibTeX XML Cite \textit{R. S. Sangam} and \textit{H. Om}, Adv. Data Anal. Classif., ADAC 12, No. 4, 973--995 (2018; Zbl 1416.62358) Full Text: DOI OpenURL
Wang, Qiang; Nguyen, Thanh-Tung; Huang, Joshua Z.; Nguyen, Thuy Thi An efficient random forests algorithm for high dimensional data classification. (English) Zbl 1416.62366 Adv. Data Anal. Classif., ADAC 12, No. 4, 953-972 (2018). MSC: 62H30 68T10 PDF BibTeX XML Cite \textit{Q. Wang} et al., Adv. Data Anal. Classif., ADAC 12, No. 4, 953--972 (2018; Zbl 1416.62366) Full Text: DOI OpenURL
Ben Brahim, Afef; Limam, Mohamed Ensemble feature selection for high dimensional data: a new method and a comparative study. (English) Zbl 1416.62141 Adv. Data Anal. Classif., ADAC 12, No. 4, 937-952 (2018). MSC: 62F07 62H30 PDF BibTeX XML Cite \textit{A. Ben Brahim} and \textit{M. Limam}, Adv. Data Anal. Classif., ADAC 12, No. 4, 937--952 (2018; Zbl 1416.62141) Full Text: DOI OpenURL
Lausser, Ludwig; Schmid, Florian; Schirra, Lyn-Rouven; Wilhelm, Adalbert F. X.; Kestler, Hans A. Rank-based classifiers for extremely high-dimensional gene expression data. (English) Zbl 1416.62608 Adv. Data Anal. Classif., ADAC 12, No. 4, 917-936 (2018). MSC: 62P10 62H30 68T05 PDF BibTeX XML Cite \textit{L. Lausser} et al., Adv. Data Anal. Classif., ADAC 12, No. 4, 917--936 (2018; Zbl 1416.62608) Full Text: DOI OpenURL
Janitza, Silke; Celik, Ender; Boulesteix, Anne-Laure A computationally fast variable importance test for random forests for high-dimensional data. (English) Zbl 1416.62606 Adv. Data Anal. Classif., ADAC 12, No. 4, 885-915 (2018). MSC: 62P10 62H15 68T05 PDF BibTeX XML Cite \textit{S. Janitza} et al., Adv. Data Anal. Classif., ADAC 12, No. 4, 885--915 (2018; Zbl 1416.62606) Full Text: DOI Link OpenURL
Horn, Daniel; Demircioğlu, Aydın; Bischl, Bernd; Glasmachers, Tobias; Weihs, Claus A comparative study on large scale kernelized support vector machines. (English) Zbl 1416.68144 Adv. Data Anal. Classif., ADAC 12, No. 4, 867-883 (2018). MSC: 68T05 PDF BibTeX XML Cite \textit{D. Horn} et al., Adv. Data Anal. Classif., ADAC 12, No. 4, 867--883 (2018; Zbl 1416.68144) Full Text: DOI OpenURL
Desa, Deana Understanding non-linear modeling of measurement invariance in heterogeneous populations. (English) Zbl 1416.62323 Adv. Data Anal. Classif., ADAC 12, No. 4, 841-865 (2018). MSC: 62H25 62P15 PDF BibTeX XML Cite \textit{D. Desa}, Adv. Data Anal. Classif., ADAC 12, No. 4, 841--865 (2018; Zbl 1416.62323) Full Text: DOI OpenURL
Gul, Asma; Perperoglou, Aris; Khan, Zardad; Mahmoud, Osama; Miftahuddin, Miftahuddin; Adler, Werner; Lausen, Berthold Ensemble of a subset of \(k\)NN classifiers. (English) Zbl 1416.62338 Adv. Data Anal. Classif., ADAC 12, No. 4, 827-840 (2018). MSC: 62H30 68T05 PDF BibTeX XML Cite \textit{A. Gul} et al., Adv. Data Anal. Classif., ADAC 12, No. 4, 827--840 (2018; Zbl 1416.62338) Full Text: DOI OpenURL
Kestler, Hans A. (ed.); McNicholas, Paul D. (ed.); Wilhelm, Adalbert F. X. (ed.) Special issue on “Science of big data: theory, methods and applications”. Preface by the guest editors. (English) Zbl 1416.00027 Adv. Data Anal. Classif., ADAC 12, No. 4, 823-825 (2018). MSC: 00B15 62-06 62H30 PDF BibTeX XML Cite \textit{H. A. Kestler} (ed.) et al., Adv. Data Anal. Classif., ADAC 12, No. 4, 823--825 (2018; Zbl 1416.00027) Full Text: DOI OpenURL