Application of a Combined Approach for Predicting a Peptide-Protein Binding Affinity Using Regulatory Regression Methods with Advance Reduction of Features. - Oleksandr Murzenko; Serge Olszewski; Oleg Boskin; Irina Lurie; Nataliia Savina; Mariia Voronenko; Volodymyr Lytvynenko (IDAACS, 2019)

Some Features of the Numerical Deconvolution of Mixed Molecular Spectra. - Serge Olszewski; Pawel Komada; Andrzej Smolarz; Volodymyr Lytvynenko; Nataliia Savina; Mariia Voronenko; Svitlana Vyshemyrska; Anton Omelchuk; Iryna Lurie (ISDMCI, 2019)

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)

Application of Inductive Bayesian Hierarchical Clustering Algorithm to Identify Brain Tumors. - Iryna Lurie; Volodymyr Lytvynenko; Serge Olszewski; Mariia Voronenko; Waldemar Wóicik; Oleg Boskin; Ulzhalgas Zhunissova; Michael Sherstiuk (ISDMCI, 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 (MoMLeT+DS, 2020)

The Use of Inductive Methods to Identify Subtypes of Glioblastomas in Gene Clustering. - Iryna Lurie; Volodymyr Lytvynenko; Serge Olszewski; Mariia Voronenko; Alexander I. Kornelyuk; Ulzhalgas Zhunissova; Oleg Boskin (MoMLeT+DS, 2020)

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 (ISDMCI, 2021)

Regression Modeling for Monitoring Organochlorine Pesticide Residues. - Serge Olszewski; Iryna Lurie; Volodymyr Lytvynenko; Violetta Demchenko; Mariia Voronenko; Natalia Kornilovska; Oleg Boskin (MoMLeT+DS, 2023)

Novel Methodology for Detecting Effective Features in Patients with Multiple Myeloma. - Malgorzata Szatkowska; Waldemar Wójcik; Wojciech Legiec; Iryna Lurie; Serge Olszewski; Volodymyr Lytvynenko; Mariia Voronenko (MoMLeT+DS, 2023)

Comparing the Effectiveness of Generative Adversarial Networks for Clustering Tasks. - Volodymyr Lytvynenko; Serge Olszewski; Volodymyr Osypenko; Iryna Lurie; Violetta Demchenko; Dariia Dontsova (CSIT, 2024)

Comparison of the efficiency of autoencoders for solving clustering problems. - Volodymyr Lytvynenko; Serge Olszewski; Volodymyr Osypenko; Violetta Demchenko; Dariia Dontsova (ITTAP, 2024)