Igor Melnykov

Publication Activity (10 Years)

Years Active: 2012-2023
Publications (10 Years): 6

Top Topics

Positive And Negative

Expectation Maximization

Gaussian Mixture

Top Venues

Publications

Yingying Zhang, Volodymyr Melnykov, Igor Melnykov
On Model-Based Clustering of Directional Data with Heavy Tails. J. Classif. 40 (3) (2023)
Arman Bolatov, Maxat Tezekbayev, Igor Melnykov, Artur Pak, Vassilina Nikoulina, Zhenisbek Assylbekov
Long-Tail Theory Under Gaussian Mixtures. ECAI (2023)
Arman Bolatov, Maxat Tezekbayev, Igor Melnykov, Artur Pak, Vassilina Nikoulina, Zhenisbek Assylbekov
Long-Tail Theory under Gaussian Mixtures. CoRR (2023)
Igor Melnykov, Volodymyr Melnykov
A Note on the Formal Implementation of the K-means Algorithm with Hard Positive and Negative Constraints. J. Classif. 37 (3) (2020)
Zhenisbek Assylbekov, Igor Melnykov, Rustam Bekishev, Assel Baltabayeva, Dariya Bissengaliyeva, Eldar Mamlin
Detecting Value-Added Tax Evasion by Business Entities of Kazakhstan. KES-IDT (1) (2016)
Volodymyr Melnykov, Igor Melnykov, Semhar Michael
Semi-supervised model-based clustering with positive and negative constraints. Adv. Data Anal. Classif. 10 (3) (2016)
Volodymyr Melnykov, Igor Melnykov
Initializing the EM algorithm in Gaussian mixture models with an unknown number of components. Comput. Stat. Data Anal. 56 (6) (2012)