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Melnykov, Volodymyr

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Author ID: melnykov.volodymyr Recent zbMATH articles by "Melnykov, Volodymyr"
Published as: Melnykov, Volodymyr
External Links: MGP
Documents Indexed: 28 Publications since 2010
Co-Authors: 12 Co-Authors with 25 Joint Publications
224 Co-Co-Authors

Publications by Year

Citations contained in zbMATH Open

23 Publications have been cited 159 times in 108 Documents Cited by Year
Finite mixture models and model-based clustering. Zbl 1190.62121
Melnykov, Volodymyr; Maitra, Ranjan
50
2010
Initializing the EM algorithm in Gaussian mixture models with an unknown number of components. Zbl 1246.65025
Melnykov, Volodymyr; Melnykov, Igor
20
2012
Manly transformation in finite mixture modeling. Zbl 1469.62184
Zhu, Xuwen; Melnykov, Volodymyr
13
2018
On the distribution of posterior probabilities in finite mixture models with application in clustering. Zbl 1279.62114
Melnykov, Volodymyr
9
2013
Studying crime trends in the USA over the years 2000–2012. Zbl 1459.62220
Melnykov, Volodymyr; Zhu, Xuwen
8
2019
Model-based biclustering of clickstream data. Zbl 1468.62138
Melnykov, Volodymyr
8
2016
On model-based clustering of skewed matrix data. Zbl 1395.62165
Melnykov, Volodymyr; Zhu, Xuwen
8
2018
On parsimonious models for modeling matrix data. Zbl 07135537
Sarkar, Shuchismita; Zhu, Xuwen; Melnykov, Volodymyr; Ingrassia, Salvatore
7
2020
On \(K\)-means algorithm with the use of Mahalanobis distances. Zbl 1284.62383
Melnykov, Igor; Melnykov, Volodymyr
6
2014
Bootstrapping for significance of compact clusters in multidimensional datasets. Zbl 1261.62060
Maitra, Ranjan; Melnykov, Volodymyr; Lahiri, Soumendra N.
5
2012
CARP: software for fishing out good clustering algorithms. Zbl 1280.68183
Melnykov, Volodymyr; Maitra, Ranjan
4
2011
Semi-supervised model-based clustering with positive and negative constraints. Zbl 1414.62255
Melnykov, Volodymyr; Melnykov, Igor; Michael, Semhar
4
2016
An effective strategy for initializing the EM algorithm in finite mixture models. Zbl 1414.62256
Michael, Semhar; Melnykov, Volodymyr
3
2016
Probabilistic assessment of model-based clustering. Zbl 1414.62290
Zhu, Xuwen; Melnykov, Volodymyr
3
2015
Studying complexity of model-based clustering. Zbl 1347.62116
Michael, Semhar; Melnykov, Volodymyr
2
2016
Finite mixture modeling of Gaussian regression time series with application to dendrochronology. Zbl 1364.62156
Michael, Semhar; Melnykov, Volodymyr
2
2016
Mixture modeling of data with multiple partial right-censoring levels. Zbl 1459.62183
Michael, Semhar; Miljkovic, Tatjana; Melnykov, Volodymyr
1
2020
Clustering through empirical likelihood ratio. Zbl 1349.62278
Melnykov, Volodymyr; Shen, Gang
1
2013
Studying contributions of variables to classification. Zbl 1381.62188
Melnykov, Yana; Melnykov, Volodymyr; Zhu, Xuwen
1
2017
Accounting for spot matching uncertainty in the analysis of proteomics data from two-dimensional gel electrophoresis. Zbl 1230.92017
Melnykov, Volodymyr; Maitra, Ranjan; Nettleton, Dan
1
2011
Clustering large datasets by merging \(K\)-means solutions. Zbl 07223591
Melnykov, Volodymyr; Michael, Semhar
1
2020
Transformation mixture modeling for skewed data groups with heavy tails and scatter. Zbl 07315547
Melnykov, Yana; Zhu, Xuwen; Melnykov, Volodymyr
1
2021
Tensor-variate finite mixture modeling for the analysis of university professor remuneration. Zbl 1477.62376
Sarkar, Shuchismita; Melnykov, Volodymyr; Zhu, Xuwen
1
2021
Transformation mixture modeling for skewed data groups with heavy tails and scatter. Zbl 07315547
Melnykov, Yana; Zhu, Xuwen; Melnykov, Volodymyr
1
2021
Tensor-variate finite mixture modeling for the analysis of university professor remuneration. Zbl 1477.62376
Sarkar, Shuchismita; Melnykov, Volodymyr; Zhu, Xuwen
1
2021
On parsimonious models for modeling matrix data. Zbl 07135537
Sarkar, Shuchismita; Zhu, Xuwen; Melnykov, Volodymyr; Ingrassia, Salvatore
7
2020
Mixture modeling of data with multiple partial right-censoring levels. Zbl 1459.62183
Michael, Semhar; Miljkovic, Tatjana; Melnykov, Volodymyr
1
2020
Clustering large datasets by merging \(K\)-means solutions. Zbl 07223591
Melnykov, Volodymyr; Michael, Semhar
1
2020
Studying crime trends in the USA over the years 2000–2012. Zbl 1459.62220
Melnykov, Volodymyr; Zhu, Xuwen
8
2019
Manly transformation in finite mixture modeling. Zbl 1469.62184
Zhu, Xuwen; Melnykov, Volodymyr
13
2018
On model-based clustering of skewed matrix data. Zbl 1395.62165
Melnykov, Volodymyr; Zhu, Xuwen
8
2018
Studying contributions of variables to classification. Zbl 1381.62188
Melnykov, Yana; Melnykov, Volodymyr; Zhu, Xuwen
1
2017
Model-based biclustering of clickstream data. Zbl 1468.62138
Melnykov, Volodymyr
8
2016
Semi-supervised model-based clustering with positive and negative constraints. Zbl 1414.62255
Melnykov, Volodymyr; Melnykov, Igor; Michael, Semhar
4
2016
An effective strategy for initializing the EM algorithm in finite mixture models. Zbl 1414.62256
Michael, Semhar; Melnykov, Volodymyr
3
2016
Studying complexity of model-based clustering. Zbl 1347.62116
Michael, Semhar; Melnykov, Volodymyr
2
2016
Finite mixture modeling of Gaussian regression time series with application to dendrochronology. Zbl 1364.62156
Michael, Semhar; Melnykov, Volodymyr
2
2016
Probabilistic assessment of model-based clustering. Zbl 1414.62290
Zhu, Xuwen; Melnykov, Volodymyr
3
2015
On \(K\)-means algorithm with the use of Mahalanobis distances. Zbl 1284.62383
Melnykov, Igor; Melnykov, Volodymyr
6
2014
On the distribution of posterior probabilities in finite mixture models with application in clustering. Zbl 1279.62114
Melnykov, Volodymyr
9
2013
Clustering through empirical likelihood ratio. Zbl 1349.62278
Melnykov, Volodymyr; Shen, Gang
1
2013
Initializing the EM algorithm in Gaussian mixture models with an unknown number of components. Zbl 1246.65025
Melnykov, Volodymyr; Melnykov, Igor
20
2012
Bootstrapping for significance of compact clusters in multidimensional datasets. Zbl 1261.62060
Maitra, Ranjan; Melnykov, Volodymyr; Lahiri, Soumendra N.
5
2012
CARP: software for fishing out good clustering algorithms. Zbl 1280.68183
Melnykov, Volodymyr; Maitra, Ranjan
4
2011
Accounting for spot matching uncertainty in the analysis of proteomics data from two-dimensional gel electrophoresis. Zbl 1230.92017
Melnykov, Volodymyr; Maitra, Ranjan; Nettleton, Dan
1
2011
Finite mixture models and model-based clustering. Zbl 1190.62121
Melnykov, Volodymyr; Maitra, Ranjan
50
2010
all top 5

Cited by 180 Authors

22 Melnykov, Volodymyr
14 Zhu, Xuwen
8 McNicholas, Paul D.
7 Michael, Semhar
5 Lin, Tsung I.
4 Galimberti, Giuliano
4 Maitra, Ranjan
4 Melnykov, Yana
4 Punzo, Antonio
4 Sarkar, Shuchismita
4 Soffritti, Gabriele
3 Arnold, Richard A.
3 Fernández, Daniel
3 McLachlan, Geoffrey John
3 Melnykov, Igor
2 Biernacki, Christophe
2 Browne, Ryan P.
2 Costilla, Roy
2 Cybis, Gabriela Bettella
2 Ingrassia, Salvatore
2 Lee, Sharon X.
2 Liu, Ivy
2 Loperfido, Nicola M. R.
2 Pledger, Shirley
2 Steinley, Douglas L.
2 Tomarchio, Salvatore D.
2 Valk, Marcio
2 Wang, Wan-Lun
1 Abdalla, Abdelbaset
1 Abe, Toshihiro
1 Abin, Ahmad Ali
1 Adhikari, Prem Raj
1 Ahn, Soohyun
1 Alata, Olivier
1 Alfò, Marco
1 Allassonnière, Stéphanie
1 Amirfakhrian, Majid
1 An, Yonghong
1 Arakelian, Veni
1 Ashlock, Daniel Abram
1 Bagnato, Luca
1 Bartošová, Jitka
1 Bashiri, Mohammad Ali
1 Beigy, Hamid
1 Bertoletti, Marco
1 Bielza, Concha
1 Bouguila, Nizar
1 Bouveyron, Charles
1 Brunet-Saumard, Camille
1 Caminhas, Walmir M.
1 Carrizosa, Emilio
1 Castro, Luis Mauricio
1 Cerioli, Andrea
1 Ceulemans, Eva
1 Chamroukhi, Faicel
1 Chen, Penghe
1 Chen, Wei-Chen
1 Chevallier, Juliette
1 Choi, Hyungwon
1 Churchill, Nathan W.
1 Comas-Cufí, Marc
1 de Campos, Mário Cesar M. M.
1 de Dieu Tapsoba, Jean
1 de M. Bomfim, Carlos H.
1 Deng, Xiaoyan
1 Fop, Michael
1 Friel, Nial
1 Fumega, Ubirajara
1 Gallaugher, Michael P. B.
1 Gastwirth, Joseph Lewis
1 Gau, Shiow-Lan
1 Ghiglietti, Andrea
1 Gillard, Jonathan W.
1 Guerra, Luis
1 Hardin, Johanna
1 Hasnat, Md. Abul
1 Henni, Khadidja
1 Hinde, John P.
1 Ho, Hsiu J.
1 Hofmans, Joeri
1 Hollmén, Jaakko
1 Hsieh, Wan-Chen
1 Hu, Shengwei
1 Huang, Chuangxia
1 Hui, Guodong
1 Hyvärinen, Aapo
1 Ieva, Francesca
1 Jacques, Julien
1 Jin, Dequan
1 Jocković, Jelena
1 Kanamori, Takafumi
1 Karlis, Dimitris
1 Khouja, Rima
1 Kralj, Jan
1 Larrañaga, Pedro
1 Lavrač, Nada
1 Lee, Chia-Rong
1 Lee, Kyeongeun
1 Lee, Shen-Ming
1 Lemos, André P.
...and 80 more Authors

Citations by Year