Sarkar, Shuchismita; Melnykov, Volodymyr; Zheng, Rong Gaussian mixture modeling and model-based clustering under measurement inconsistency. (English) Zbl 1459.62120 Adv. Data Anal. Classif., ADAC 14, No. 2, 379-413 (2020). MSC: 62H30 PDF BibTeX XML Cite \textit{S. Sarkar} et al., Adv. Data Anal. Classif., ADAC 14, No. 2, 379--413 (2020; Zbl 1459.62120) Full Text: DOI OpenURL
Michael, Semhar; Miljkovic, Tatjana; Melnykov, Volodymyr Mixture modeling of data with multiple partial right-censoring levels. (English) Zbl 1459.62183 Adv. Data Anal. Classif., ADAC 14, No. 2, 355-378 (2020). MSC: 62N01 62H30 62P05 91G05 PDF BibTeX XML Cite \textit{S. Michael} et al., Adv. Data Anal. Classif., ADAC 14, No. 2, 355--378 (2020; Zbl 1459.62183) Full Text: DOI OpenURL
Melnykov, Volodymyr; Zhu, Xuwen Studying crime trends in the USA over the years 2000–2012. (English) Zbl 1459.62220 Adv. Data Anal. Classif., ADAC 13, No. 1, 325-341 (2019). MSC: 62P25 62H30 62H12 62-08 PDF BibTeX XML Cite \textit{V. Melnykov} and \textit{X. Zhu}, Adv. Data Anal. Classif., ADAC 13, No. 1, 325--341 (2019; Zbl 1459.62220) Full Text: DOI OpenURL
Michael, Semhar; Melnykov, Volodymyr An effective strategy for initializing the EM algorithm in finite mixture models. (English) Zbl 1414.62256 Adv. Data Anal. Classif., ADAC 10, No. 4, 563-583 (2016). MSC: 62H30 PDF BibTeX XML Cite \textit{S. Michael} and \textit{V. Melnykov}, Adv. Data Anal. Classif., ADAC 10, No. 4, 563--583 (2016; Zbl 1414.62256) Full Text: DOI OpenURL
Melnykov, Volodymyr; Melnykov, Igor; Michael, Semhar Semi-supervised model-based clustering with positive and negative constraints. (English) Zbl 1414.62255 Adv. Data Anal. Classif., ADAC 10, No. 3, 327-349 (2016). MSC: 62H30 PDF BibTeX XML Cite \textit{V. Melnykov} et al., Adv. Data Anal. Classif., ADAC 10, No. 3, 327--349 (2016; Zbl 1414.62255) Full Text: DOI OpenURL
Zhu, Xuwen; Melnykov, Volodymyr Probabilistic assessment of model-based clustering. (English) Zbl 1414.62290 Adv. Data Anal. Classif., ADAC 9, No. 4, 395-422 (2015). MSC: 62H30 PDF BibTeX XML Cite \textit{X. Zhu} and \textit{V. Melnykov}, Adv. Data Anal. Classif., ADAC 9, No. 4, 395--422 (2015; Zbl 1414.62290) Full Text: DOI OpenURL