Igor Melnykov

Igor Melnykov

University of Minnesota Duluth - Duluth / United States
Natural Sciences / Mathematical Sciences
AD Scientific Index ID: 4767051
person_outline Igor Melnykov's MOST POPULAR ARTICLES
1-) Initializing the EM algorithm in Gaussian mixture models with an unknown number of components V Melnykov, I Melnykov Computational Statistics & Data Analysis 56 (6), 1381-1395, 2012 1362012
2-) On K-means algorithm with the use of Mahalanobis distances I Melnykov, V Melnykov Statistics & Probability Letters 84, 88-95, 2014 782014
3-) Detecting value-added tax evasion by business entities of Kazakhstan Z Assylbekov, I Melnykov, R Bekishev, A Baltabayeva, D Bissengaliyeva, ... International Conference on Intelligent Decision Technologies, 37-49, 2016 272016
4-) Semi-supervised model-based clustering with positive and negative constraintsV Melnykov, I Melnykov, S MichaelAdvances in data analysis and classification 10, 327-349, 2016302016
5-) Recent developments in model-based clustering with applicationsV Melnykov, S Michael, I MelnykovPartitional clustering algorithms, 1-39, 2015122015