Katzur, Alexander; Kamps, Udo Classification using sequential order statistics. (English) Zbl 1474.62231 Adv. Data Anal. Classif., ADAC 14, No. 1, 201-230 (2020). MSC: 62H30 62G30 62L12 62E15 60E15 PDF BibTeX XML Cite \textit{A. Katzur} and \textit{U. Kamps}, Adv. Data Anal. Classif., ADAC 14, No. 1, 201--230 (2020; Zbl 1474.62231) Full Text: DOI OpenURL
Blanco, Víctor; Japón, Alberto; Puerto, Justo Optimal arrangements of hyperplanes for SVM-based multiclass classification. (English) Zbl 1474.62213 Adv. Data Anal. Classif., ADAC 14, No. 1, 175-199 (2020). MSC: 62H30 90C11 68T05 32S22 PDF BibTeX XML Cite \textit{V. Blanco} et al., Adv. Data Anal. Classif., ADAC 14, No. 1, 175--199 (2020; Zbl 1474.62213) Full Text: DOI arXiv OpenURL
Blömer, Johannes; Brauer, Sascha; Bujna, Kathrin; Kuntze, Daniel How well do SEM algorithms imitate EM algorithms? A non-asymptotic analysis for mixture models. (English) Zbl 1474.62457 Adv. Data Anal. Classif., ADAC 14, No. 1, 147-173 (2020). MSC: 62R07 62F10 62H30 65C05 68Q87 68W20 68W40 PDF BibTeX XML Cite \textit{J. Blömer} et al., Adv. Data Anal. Classif., ADAC 14, No. 1, 147--173 (2020; Zbl 1474.62457) Full Text: DOI OpenURL
Caiado, Jorge; Crato, Nuno; Poncela, Pilar A fragmented-periodogram approach for clustering big data time series. (English) Zbl 1474.62214 Adv. Data Anal. Classif., ADAC 14, No. 1, 117-146 (2020). MSC: 62H30 62M10 62M15 62R07 62P05 PDF BibTeX XML Cite \textit{J. Caiado} et al., Adv. Data Anal. Classif., ADAC 14, No. 1, 117--146 (2020; Zbl 1474.62214) Full Text: DOI OpenURL
Khan, Zardad; Gul, Asma; Perperoglou, Aris; Miftahuddin, Miftahuddin; Mahmoud, Osama; Adler, Werner; Lausen, Berthold Ensemble of optimal trees, random forest and random projection ensemble classification. (English) Zbl 1459.62115 Adv. Data Anal. Classif., ADAC 14, No. 1, 97-116 (2020). MSC: 62H30 68T05 PDF BibTeX XML Cite \textit{Z. Khan} et al., Adv. Data Anal. Classif., ADAC 14, No. 1, 97--116 (2020; Zbl 1459.62115) Full Text: DOI OpenURL
Moraes, Elson Claudio Correa; Ferreira, Danton Diego; Vitor, Giovani Bernardes; Barbosa, Bruno Henrique Groenner Data clustering based on principal curves. (English) Zbl 1459.62117 Adv. Data Anal. Classif., ADAC 14, No. 1, 77-96 (2020). MSC: 62H30 68T05 PDF BibTeX XML Cite \textit{E. C. C. Moraes} et al., Adv. Data Anal. Classif., ADAC 14, No. 1, 77--96 (2020; Zbl 1459.62117) Full Text: DOI OpenURL
Tavares, Ana Helena; Raymaekers, Jakob; Rousseeuw, Peter J.; Brito, Paula; Afreixo, Vera Clustering genomic words in human DNA using peaks and trends of distributions. (English) Zbl 1474.62395 Adv. Data Anal. Classif., ADAC 14, No. 1, 57-76 (2020). MSC: 62P10 62H30 92D20 PDF BibTeX XML Cite \textit{A. H. Tavares} et al., Adv. Data Anal. Classif., ADAC 14, No. 1, 57--76 (2020; Zbl 1474.62395) Full Text: DOI arXiv OpenURL
Abin, Ahmad Ali; Bashiri, Mohammad Ali; Beigy, Hamid Learning a metric when clustering data points in the presence of constraints. (English) Zbl 1474.30037 Adv. Data Anal. Classif., ADAC 14, No. 1, 29-56 (2020). MSC: 30C40 54E35 91C20 PDF BibTeX XML Cite \textit{A. A. Abin} et al., Adv. Data Anal. Classif., ADAC 14, No. 1, 29--56 (2020; Zbl 1474.30037) Full Text: DOI OpenURL
Liu, Nan-Ting; Lin, Feng-Chang; Shih, Yu-Shan Count regression trees. (English) Zbl 1474.62127 Adv. Data Anal. Classif., ADAC 14, No. 1, 5-27 (2020). MSC: 62G08 62J12 PDF BibTeX XML Cite \textit{N.-T. Liu} et al., Adv. Data Anal. Classif., ADAC 14, No. 1, 5--27 (2020; Zbl 1474.62127) Full Text: DOI OpenURL