Olga Narushynska

According to our database, Olga Narushynska authored at least 8 papers between 2017 and 2025.

Collaborative distances:

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

2025

Enhancing Hierarchical Classification in Tree-Based Models Using Level-Wise Entropy Adjustment.

Olga Narushynska, Anastasiya Doroshenko, Vasyl Teslyuk, Volodymyr Antoniv, Maksym Arzubov

Big Data Cogn. Comput., 2025

Integrating сonvolutional neural networks and autoencoders for skin lesion diagnosis.

Kateryna Bilyk, Olga Narushynska, Petro Liashchynskyi, Vasyl Teslyuk

Proceedings of the Modern Machine Learning Technologies Workshop, 2025

End-to-end development of a retrieval-augmented large language model for cloud-based healthcare applications.

Vasyl Teslyuk, Olga Narushynska, Maksym Arzubov, Danylo Prots

Proceedings of the Modern Data Science Technologies Doctoral Consortium, 2025

Module for the analysis of digital skin images aimed at early diagnosis of dermatological conditions based on deep learning methods.

Vasyl Teslyuk, Olga Narushynska, Maksym Arzubov, Tetiana Martyniuk, Tetiana Trachuk

Proceedings of the 2nd International Workshop on Intelligent & CyberPhysical Systems, 2025

2024

Data Sorting Influence on Short Text Manual Labeling Quality for Hierarchical Classification.

Olga Narushynska, Vasyl Teslyuk, Anastasiya Doroshenko, Maksym Arzubov

Big Data Cogn. Comput., April, 2024

Preprocessing product descriptions with byte pair encoding: a solution for abbreviation-heavy texts.

Vasyl Teslyuk, Anastasiya Doroshenko, Olga Narushynska

Proceedings of the Computational Intelligence Application Workshop (CIAW 2024), 2024

2023

Concept of Server-side Clusterization of Semi-Static Big Geodata for Web Maps.

Maksym Arzubov, Olga Narushynska, Anatoliy Batyuk, Nazarii Cherkas

Proceedings of the 18th IEEE International Conference on Computer Science and Information Technologies, 2023

2017

Search model of customer's optimal route in the store based on algorithm of machine learning A∗.

Olga Narushynska, Vasyl Teslyuk, Bohdan-Dmytro Vovchuk

Proceedings of the 2017 12th International Scientific and Technical Conference on Computer Sciences and Information Technologies (CSIT), Lviv, Ukraine, September 5-8, 2017, 2017