Halyna Padalko

According to our database, Halyna Padalko authored at least 10 papers between 2020 and 2024.

Collaborative distances:

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

2024

A novel approach to fake news classification using LSTM-based deep learning models.

Halyna Padalko, Vasyl Chomko, Dmytro Chumachenko

Frontiers Big Data, 2024

The Impact of Stopwords Removal on Disinformation Detection in Ukrainian language during Russian-Ukrainian war.

Halyna Padalko, Vasyl Chomko, Dmytro Chumachenko

Proceedings of the 4th International Workshop of IT-professionals on Artificial Intelligence (ProfIT AI 2024) 2024, 2024

2023

Misinformation Detection in Political News using BERT Model.

Halyna Padalko, Vasyl Chomko, Dmytro Chumachenko

Proceedings of the 3rd International Workshop of IT-professionals on Artificial Intelligence, 2023

Estimation of Ukrainian Refugees Impact on COVID-19 Dynamics in Czech Republic using Prophet Model.

Dmytro Chumachenko, Vasyl Chomko, Ievgen Meniailov, Serhii Krivtsov, Halyna Padalko

Proceedings of the 3rd International Workshop of IT-professionals on Artificial Intelligence, 2023

A Data-Driven Simulation of Ukrainian Refugee Flows Impact on COVID-19 Dynamics in the UK.

Dmytro Chumachenko, Vasyl Chomko, Ievgen Meniailov, Serhii Krivtsov, Halyna Padalko

Proceedings of the 6th International Conference on Informatics & Data-Driven Medicine, 2023

COVID-19 Misinformation Detection on Weibo by Support Vector Classifier.

Halyna Padalko, Vasyl Chomko, Dmytro Chumachenko

Proceedings of the 13th International Conference on Dependable Systems, 2023

2022

Application of Multidimensional Scaling Model for Hepatitis C Data Dimensionality Reduction.

Ievgen Meniailov, Halyna Padalko

Proceedings of the 2nd International Workshop of IT-professionals on Artificial Intelligence (ProfIT AI 2022) 2022, 2022

2021

Evaluation of the Informative Features of Cardiac Studies Diagnostic Data using the Kullback Method.

Olga Skitsan, Ievgen Meniailov, Kseniia Bazilevych, Halyna Padalko

Proceedings of the Modern Machine Learning Technologies and Data Science Workshop. Proc. 3rd International Workshop (MoMLeT&DS 2021). Volume I: Main Conference, 2021

Application of Information and Communication Technologies during Linear Programming Learning.

Anatoliy Padalko, Nina Padalko, Halyna Padalko, Sergey Yakovlev

Proceedings of the Symposium on Information Technologies & Applied Sciences (IT&AS 2021), 2021

2020

Development of Intelligent Information Technology of Computer Processing of Pedagogical Tests Open Tasks Based on Machine Learning Approach.

Arina Herasymova, Dmytro Chumachenko, Halyna Padalko

Proceedings of the 2nd International Workshop on Modern Machine Learning Technologies and Data Science (MoMLeT+DS 2020). Volume I: Main Conference, 2020