Iryna Didych

According to our database, Iryna Didych authored at least 10 papers between 2023 and 2025.

Collaborative distances:

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

2025

AutoML TPOT with XAI analysis: optimization and interpretation of a machine learning model for the classification of epoxy composites.

Dmytro Tymoshchuk, Iryna Didych, Oleh Yasniy, Andrii Mykytyshyn, Viacheslav Kovtun

Proceedings of the 5th International Conference on Information Technologies: Theoretical and Applied Problems 2025, 2025

AutoML PyCaret and SHAP explainable AI for ECG signal classification based on amplitude variability.

Dmytro Tymoshchuk, Iryna Didych, Andriy Sverstiuk, Lyubomyr Mosiy, Yuri Palianytsia

Proceedings of the 1st Workshop on Advanced AI in Explainability and Ethics for the Sustainable Development Goals (ExplAI-2025), 2025

Prediction of CO levels in the air based on UV index using artificial intelligence algorithms.

Andrii Stanko, Iryna Didych, Andrii Mykytyshyn, Mykola Mytnyk, Serhii Lupenko

Proceedings of the 3rd International Workshop on Computer Information Technologies in Industry 4.0 (CITI 2025), 2025

AI-driven intelligent system for bottle cap design generation.

Iryna Didych, Dmytro Tymoshchuk, Mikolaj Karpinski, Andrii Mykytyshyn, Andrii Stanko

Proceedings of the 2nd International Workshop on Bioinformatics and Applied Information Technologies for medical purpose (BAITmp 2025), 2025

2024

Loading Frequency Classification in Shape Memory Alloys: A Machine Learning Approach.

Dmytro Tymoshchuk, Oleh Yasniy, Pavlo Maruschak, Volodymyr Iasnii, Iryna Didych

Comput., 2024

Modelling of automotive steel fatigue lifetime by machine learning method.

Oleh Yasniy, Dmytro Tymoshchuk, Iryna Didych, Nataliya Zagorodna, Olha Malyshevska

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

Application of machine learning methods to the prediction of NO2 concentration in the air environment.

Iryna Didych, Andrii Mykytyshyn, Andrii Stanko, Mykola Mytnyk

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

The use of neural networks for modeling the thermophysical characteristics of epoxy composites treated with electric spark water hammer.

Petro Stukhliak, Vasyl Martsenyuk, Oleg Totosko, Danulo Stukhlyak, Iryna Didych

Proceedings of the 2nd International Workshop on Computer Information Technologies in Industry 4.0 (CITI 2024), 2024

Application of neural network platforms for text-based image generation.

Oleh Yasniy, Abdellah Menou, Andriy Mykytyshyn, Vitalii Kubashok, Iryna Didych

Proceedings of the 1st International Workshop on Bioinformatics and Applied Information Technologies (BAIT 2024), 2024

2023

Application of artificial intelligence to improve the work of educational platforms.

Oleh Yasniy, Andriy Mykytyshyn, Iryna Didych, Vitalii Kubashok, Andriy Boiko

Proceedings of the 3rd International Workshop on Information Technologies: Theoretical and Applied Problems 2023, 2023