GPU-Accelerated Non-negative Matrix Factorization for Text Mining. - Volodymyr Kysenko; Karl Rupp; Oleksandr Marchenko; Siegfried Selberherr; Anatoly Anisimov (NLDB, 2012)

Ukrainian WordNet: Creation and Filling. - Anatoly Anisimov; Oleksandr Marchenko; Andrey Nikonenko; Elena Porkhun; Volodymyr Taranukha (FQAS, 2013)

Semantic and Syntactic Model of Natural Language Based on Tensor Factorization. - Anatoly Anisimov; Oleksandr Marchenko; Volodymyr Taranukha; Taras Vozniuk (NLDB, 2014)

A Parallel Non-negative Sparse Large Matrix Factorization. - Anatoly Anisimov; Oleksandr Marchenko; Emil Nasirov; Stepan Palamarchuk (PolTAL, 2014)

Semantic and Syntactic Model of Natural Language Based on Non-negative Matrix and Tensor Factorization. - Anatoly Anisimov; Oleksandr Marchenko; Volodymyr Taranukha; Taras Vozniuk (PolTAL, 2014)

A Method for Parallel Non-negative Sparse Large Matrix Factorization. - Anatoly Anisimov; Oleksandr Marchenko; Emil Nasirov; Stepan Palamarchuk (TSD, 2014)

Development of a Semantic and Syntactic Model of Natural Language by Means of Non-negative Matrix and Tensor Factorization. - Anatoly Anisimov; Oleksandr Marchenko; Volodymyr Taranukha; Taras Vozniuk (TSD, 2014)

Semantic-Syntactic Word Valence Vectors for Building a Taxonomy. - Oleksandr Marchenko (NLDB, 2016)

Machine Learning Method for Paraphrase Identification. - Oleksandr Marchenko; Anatoly Anisimov; Andrii Nykonenko; Tetiana Rossada; Egor Melnikov (FQAS, 2017)

Authorship Attribution System. - Oleksandr Marchenko; Anatoly Anisimov; Andrii Nykonenko; Tetiana Rossada; Egor Melnikov (NLDB, 2017)

English Text Parsing by Means of Error Correcting Automaton. - Oleksandr Marchenko; Anatoly Anisimov; Igor O. Zavadskyi; Egor Melnikov (NLDB, 2018)

Handwriting Styles Clustering: Feature Selection and Feature Space Analysis based on Online Input. - Karyna Korovai; Oleksandr Marchenko (DSMP, 2020)

Automated Bot Detection Based on Coherence Metric. - Oleksandr Marchenko; Mariam Isoieva (IT&I, 2021)

Task-specific pre-training improves models for paraphrase generation. - Oleksandr Skurzhanskyi; Oleksandr Marchenko (NLPIR, 2022)

On Linear Regression for Fuzzy Data of Different Quality. - Serhii Mashchenko; Oleksandr Marchenko (CMIS, 2023)

Automatic Generation of Coherent Natural Language Texts. - Oleksandr Marchenko; Mariam Isoieva (FQAS, 2023)

Comparison of Transformer-based Deep Learning Methods for the Paraphrase Identification Task. - Vitalii Vrublevskyi; Oleksandr Marchenko (IT&I, 2023)

TaxoRankConstruct: A Novel Rank-based Iterative Approach To Taxonomy Construction With Large Language Models. - Oleksandr Marchenko; Danylo Dvoichenkov (ISS@IT&I, 2024)

Influence of Distance Measures and Data Characteristics on Time Performance in Content-based and Collaborative Filtering Datasets. - Oleksandr Marchenko; Maksym Shevchenko (IT&I, 2024)