Building of the logic network of the information area of the corporation. - Nina Khairova; Natalia Sharonova (EWDTS, 2010)

Use of predicate categories for modelling of operation of the semantic analyzer of the linguistic processor. - Nina Khairova; Natalia Sharonova (EWDTS, 2010)

Modeling a logical network of relations of semantic items in superphrasal unities. - Nina Khairova; Natalia Sharonova (EWDTS, 2011)

Image and Video Tag Aggregation. - Olga Kanishcheva; Natalia Sharonova (AIST (Supplement), 2018)

Issues of Fact-based Information Analysis. - Natalia Sharonova; Anastasiia Doroshenko; Olga Cherednichenko (COLINS, 2018)

Image Tag Core Generation. - Olga Kanishcheva; Olga Cherednichenko; Natalia Sharonova (DCSMart, 2019)

Towards Structuring of Electronic Marketplaces Contents: Items Normalization Technology. - Olga Cherednichenko; Olha Yanholenko; Maryna Vovk; Natalia Sharonova (COLINS, 2020)

Application of Big Data Methods in E-Learning Systems. - Natalia Sharonova; Iryna Kyrychenko; Glib Tereshchenko (COLINS, 2021)

Using BERT model to Identify Sentences Paraphrase in the News Corpus. - Nina Khairova; Anastasiia Shapovalova; Orken Mamyrbayev; Nataliia Sharonova; Kuralay Mukhsina (COLINS, 2022)

Generalized Semantic Analysis Algorithm of Natural Language Texts for Various Functional Style Types. - Natalia Sharonova; Iryna Kyrychenko; Iryna Gruzdo; Glib Tereshchenko (COLINS, 2022)

Building of Regression Models for Cryptocurrency Price Prediction. - Kirill Smelyakov; Oleksandr Bizkrovnyi; Natalia Sharonova; Serhii Smelyakov; Anastasiya Chupryna (COLINS, 2022)

Comparison of Object Detection Algorithms for the Task of Detecting Possible Road Accident. - Oleksandr Byzkrovnyi; Anastasiya Chupryna; Kirill Smelyakov; Natalia Sharonova; Vadim Repikhov (COLINS (1), 2023)

Dataset for NLP-Enhanced Image Classification. - Dmytro Dashenkov; Kirill Smelyakov; Nataliia Sharonova (COLINS (2), 2023)

A Method for Investigating Links between Discrete Data Features in Knowledge Bases in the Form of Predicate Equations. - Oleksandr Karataiev; Dmytro Sitnikov; Nataliia Sharonova (COLINS (1), 2023)

Comparative Analysis of Instant Messaging Protocols and Technologies for Effective Communication in Computer-Mediated Environment. - Nataliia Sharonova; Iryna Kyrychenko; Daria Shapovalova (COLINS (2), 2023)

Intelligent Methods of Secure Routing in Software-Defined Networks. - Olga Cherednichenko; Nataliia Sharonova; Ganna Pliekhova; Nadiia Babkova (COLINS (1), 2024)

Selection of large language model for development of interactive chat bot for SaaS solutions. - Olga Cherednichenko; Dmytro Sytnikov; Nazarii Romankiv; Nataliia Sharonova; Polina Sytnikova (COLINS (4), 2024)

Recommendation System Based on a Compact Hybrid User Model Using Fuzzy Logic Algorithms. - Nina Khairova; Nataliia Sharonova; Dmytro Sytnikov; Mykyta Hrebeniuk; Polina Sytnikova (COLINS (2), 2024)

Research of Methods for Image Sharpness Evaluation in Photos of People. - Victoria Vysotska; Nataliia Sharonova; Mariya Shirokopetleva; Oleksandr Dolhanenko; Anastasiya Chupryna; Serhii Smelyakov (COLINS (1), 2024)

Information System for Monitoring and Planning Maintenance of Offshore Wind Farms. - Victoria Vysotska; Kirill Smelyakov; Nataliia Sharonova; Maksym Derenskyi; Ganna Pliekhova; Vadim Repikhov (COLINS (2), 2024)

Fast Color Images Clustering for Real-Time Computer Vision and AI System. - Victoria Vysotska; Kirill Smelyakov; Nataliia Sharonova; Eugen Vakulik; Oleksii Filipov; Ruslan Kotelnykov (COLINS (1), 2024)

AI Agent for conversational Q&A over SaaS codebase using large language models. - Olga Cherednichenko; Dmytro Sytnikov; Nazarii Romankiv; Nataliia Sharonova; Polina Sytnikova (ISW-CoLInS, 2025)

Comparator-based identification of food edibility from natural language description. - Olga Cherednichenko; Maryna Vovk; Nataliia Sharonova; Anzhelika Vorzhevitina (AICS-CoLInS, 2025)

The analysis of the impact of news sentiment on the dynamics of energy resource imports and exports in Ukraine during the full-scale war. - Nina Khairova; Nataliia Sharonova; Nadiia Babkova; Yehor Holyk; Dmytro Sytnikov (ISW-CoLInS, 2025)

Intelligent system for diabetes management on mobile devices. - Victoria Vysotska; Kirill Smelyakov; Nataliia Sharonova; Oleksandr Dolhanenko; Oleksiy Lanovyy; Vadim Repikhov (AICS-CoLInS, 2025)