Yana Melnykov

According to our database, Yana Melnykov authored at least 8 papers between 2021 and 2026.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2026

Double-Layer Conditional Mixture Model for Model-Based Clustering and Automatic Component Merging.

Hung Tong, Xuwen Zhu, Yana Melnykov

J. Classif., April, 2026

On the Use of Contaminated Normal Distributions for Modeling Data Groups with Heavy Tails and Outliers.

Yana Melnykov

J. Classif., April, 2026

2024

Contamination transformation matrix mixture modeling for skewed data groups with heavy tails and scatter.

Xuwen Zhu, Yana Melnykov, Angelina S. Kolomoytseva

Adv. Data Anal. Classif., March, 2024

On Simulating Skewed and Cluster-Weighted Data for Studying Performance of Clustering Algorithms.

Volodymyr Melnykov, Yang Wang, Yana Melnykov, Francesca Torti, Domenico Perrotta, Marco Riani

J. Comput. Graph. Stat., 2024

2022

Erratum to: On Finite Mixture Modeling of Change-Point Processes.

Xuwen Zhu, Yana Melnykov

J. Classif., 2022

On Finite Mixture Modeling of Change-point Processes.

Xuwen Zhu, Yana Melnykov

J. Classif., 2022

2021

On finite mixture modeling and model-based clustering of directed weighted multilayer networks.

Volodymyr Melnykov, Shuchismita Sarkar, Yana Melnykov

Pattern Recognit., 2021

Transformation mixture modeling for skewed data groups with heavy tails and scatter.

Yana Melnykov, Xuwen Zhu, Volodymyr Melnykov

Comput. Stat., 2021