Yana Melnykov

Publication Activity (10 Years)

Years Active: 2021-2024
Publications (10 Years): 6

Top Topics

Change Point Detection

Transformation Matrix

Expectation Maximization

Top Venues

Pattern Recognit.

J. Comput. Graph. Stat.

Publications

Volodymyr Melnykov, Yang Wang, Yana Melnykov, Francesca Torti, Domenico Perrotta, Marco Riani
On Simulating Skewed and Cluster-Weighted Data for Studying Performance of Clustering Algorithms. J. Comput. Graph. Stat. 33 (1) (2024)
Xuwen Zhu, Yana Melnykov, Angelina S. Kolomoytseva
Contamination transformation matrix mixture modeling for skewed data groups with heavy tails and scatter. Adv. Data Anal. Classif. 18 (1) (2024)
Xuwen Zhu, Yana Melnykov
On Finite Mixture Modeling of Change-point Processes. J. Classif. 39 (1) (2022)
Xuwen Zhu, Yana Melnykov
Erratum to: On Finite Mixture Modeling of Change-Point Processes. J. Classif. 39 (1) (2022)
Volodymyr Melnykov, Shuchismita Sarkar, Yana Melnykov
On finite mixture modeling and model-based clustering of directed weighted multilayer networks. Pattern Recognit. 112 (2021)
Yana Melnykov, Xuwen Zhu, Volodymyr Melnykov
Transformation mixture modeling for skewed data groups with heavy tails and scatter. Comput. Stat. 36 (1) (2021)