Violetta Demchenko

According to our database, Violetta Demchenko authored at least 6 papers between 2020 and 2024.

Collaborative distances:

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

2024

Comparison of the efficiency of autoencoders for solving clustering problems.

Volodymyr Lytvynenko, Serge Olszewski, Volodymyr Osypenko, Violetta Demchenko, Dariia Dontsova

Proceedings of the 4th International Workshop on Information Technologies: Theoretical and Applied Problems 2024, 2024

Comparing the Effectiveness of Generative Adversarial Networks for Clustering Tasks.

Volodymyr Lytvynenko, Serge Olszewski, Volodymyr Osypenko, Iryna Lurie, Violetta Demchenko, Dariia Dontsova

Proceedings of the 2024 IEEE 19th International Conference on Computer Science and Information Technologies (CSIT), 2024

2023

Regression Modeling for Monitoring Organochlorine Pesticide Residues.

Serge Olszewski, Iryna Lurie, Volodymyr Lytvynenko, Violetta Demchenko, Mariia Voronenko, Natalia Kornilovska, Oleg Boskin

Proceedings of the Modern Machine Learning Technologies and Data Science Workshop (MoMLeT&DS 2023), 2023

2021

Streaming Algorithm to the Decomposition of a Polyatomic Molecules Mass Spectra on the Polychlorinated Biphenyls Molecule Example.

Serge Olszewski, Violetta Demchenko, Eva Zaets, Volodymyr Lytvynenko, Irina Lurie, Oleg Boskin, Sergiy Gnatyuk

Proceedings of the Lecture Notes in Computational Intelligence and Decision Making, 2021

2020

Modeling and Predicting the Organochlorine Pesticides Concentration in the Child's Body Based on their Accumulation in the Mother's Body.

Violetta Demchenko, Serge Olszewski, Mariia Voronenko, Eva Zaets, Nataliia Savina, Iryna Lurie, Volodymyr Lytvynenko

Proceedings of the 2nd International Workshop on Modern Machine Learning Technologies and Data Science (MoMLeT+DS 2020). Volume I: Main Conference, 2020

Expansion of the Capabilities of Chromatography-Mass Spectrometry Due to the Numerical Decomposition of the Signal with the Mutual Superposition of Mass Spectra.

Serge Olszewski, Yeva Zajets, Violetta Demchenko, Oleg Boskin, Mariia Voronenko, Volodymyr Lytvynenko, Iryna Perova, Dmitry Stepanchikov

DSMP (Selected Papers), 2020