Edit Profile (opens in new tab) Melnykov, Igor Compute Distance To: Compute Author ID: melnykov.igor Published as: Melnykov, Igor External Links: MGP Documents Indexed: 7 Publications since 2007 Co-Authors: 3 Co-Authors with 5 Joint Publications 29 Co-Co-Authors Co-Authors 2 single-authored 4 Melnykov, Volodymyr 1 Chen, John Tuhao 1 Michael, Semhar all top 5 Serials 2 Statistics & Probability Letters 1 Journal of Classification 1 Communications in Statistics. Theory and Methods 1 Computational Statistics and Data Analysis 1 International Journal of Pure and Applied Mathematics 1 Advances in Data Analysis and Classification. ADAC Fields 6 Statistics (62-XX) 2 Numerical analysis (65-XX) 1 Probability theory and stochastic processes (60-XX) Publications by Year all cited Publications top 5 cited Publications Citations contained in zbMATH Open 3 Publications have been cited 31 times in 30 Documents Cited by ▼ Year ▼ Initializing the EM algorithm in Gaussian mixture models with an unknown number of components. Zbl 1246.65025Melnykov, Volodymyr; Melnykov, Igor 21 2012 On \(K\)-means algorithm with the use of Mahalanobis distances. Zbl 1284.62383Melnykov, Igor; Melnykov, Volodymyr 6 2014 Semi-supervised model-based clustering with positive and negative constraints. Zbl 1414.62255Melnykov, Volodymyr; Melnykov, Igor; Michael, Semhar 4 2016 Semi-supervised model-based clustering with positive and negative constraints. Zbl 1414.62255Melnykov, Volodymyr; Melnykov, Igor; Michael, Semhar 4 2016 On \(K\)-means algorithm with the use of Mahalanobis distances. Zbl 1284.62383Melnykov, Igor; Melnykov, Volodymyr 6 2014 Initializing the EM algorithm in Gaussian mixture models with an unknown number of components. Zbl 1246.65025Melnykov, Volodymyr; Melnykov, Igor 21 2012 all cited Publications top 5 cited Publications all top 5 Cited by 69 Authors 8 Melnykov, Volodymyr 4 Michael, Semhar 3 Galimberti, Giuliano 3 Lin, Tsung I. 3 Soffritti, Gabriele 3 Zhu, Xuwen 1 Abe, Toshihiro 1 Abin, Ahmad Ali 1 Ahn, Soohyun 1 Amirfakhrian, Majid 1 Bashiri, Mohammad Ali 1 Beigy, Hamid 1 Bouveyron, Charles 1 Browne, Ryan P. 1 Brunet-Saumard, Camille 1 Caminhas, Walmir M. 1 Castro, Luis Mauricio 1 Choi, Hyungwon 1 de Campos, Mário Cesar M. M. 1 de Dieu Tapsoba, Jean 1 de M. Bomfim, Carlos H. 1 Deng, Xiaoyan 1 Fumega, Ubirajara 1 Gastwirth, Joseph Lewis 1 Gau, Shiow-Lan 1 Ghiglietti, Andrea 1 Gillard, Jonathan W. 1 Ho, Hsiu J. 1 Hsieh, Wan-Chen 1 Ieva, Francesca 1 Lee, Chia-Rong 1 Lee, Kyeongeun 1 Lee, Sharon X. 1 Lee, Shen-Ming 1 Lemos, André P. 1 Li, Guiyu 1 Lim, Johan 1 Liu, Tianqi 1 Marczyk, Michał 1 Martino, Andrea 1 McLachlan, Geoffrey John 1 McNicholas, Paul D. 1 Melnykov, Igor 1 Menezes, Benjamin R. 1 Miyata, Yoichi 1 Morris, Katherine 1 Nagy, Ivan 1 Nakamura, Thiago A. 1 O’Riordan, Emily 1 Paganoni, Anna Maria 1 Palhares, Reinaldo M. 1 Pan, Qing 1 Pietrowska, Monika 1 Polanska, Joanna 1 Polański, Andrzej 1 Punzo, Antonio 1 Raftery, Adrian E. 1 Samavati, Faramarz F. 1 Sarkar, Shuchismita 1 Scardovi, Elena 1 Scrucca, Luca 1 Shiohama, Takayuki 1 Suzdaleva, Evženie 1 Wang, Wan-Lun 1 Widlak, Piotr 1 Xia, Rui 1 Xu, Wenjing 1 Zhang, Qiuyue 1 Zhigljavsky, Anatoly A. all top 5 Cited in 18 Serials 5 Computational Statistics and Data Analysis 3 Journal of Classification 3 Advances in Data Analysis and Classification. ADAC 3 Statistics and Computing 2 Computational Statistics 1 Journal of the Franklin Institute 1 Metrika 1 Applied Mathematics and Computation 1 Journal of Multivariate Analysis 1 Computers & Operations Research 1 Communications in Statistics. Simulation and Computation 1 Communications in Statistics. Theory and Methods 1 Statistical Papers 1 International Journal of Computational Methods 1 Statistical Methods and Applications 1 Journal of the Korean Statistical Society 1 Journal of Statistical Theory and Practice 1 The Annals of Applied Statistics all top 5 Cited in 8 Fields 28 Statistics (62-XX) 4 Numerical analysis (65-XX) 2 Operations research, mathematical programming (90-XX) 1 Functions of a complex variable (30-XX) 1 General topology (54-XX) 1 Computer science (68-XX) 1 Game theory, economics, finance, and other social and behavioral sciences (91-XX) 1 Systems theory; control (93-XX) Citations by Year