Development of Intelligent Information Technology of Computer Processing of Pedagogical Tests Open Tasks Based on Machine Learning Approach. - Arina Herasymova; Dmytro Chumachenko; Halyna Padalko (MoMLeT+DS, 2020)

Application of Information and Communication Technologies during Linear Programming Learning. - Anatoliy Padalko; Nina Padalko; Halyna Padalko; Sergey Yakovlev (IT&AS, 2021)

Evaluation of the Informative Features of Cardiac Studies Diagnostic Data using the Kullback Method. - Olga Skitsan; Ievgen Meniailov; Kseniia Bazilevych; Halyna Padalko (MoMLeT+DS, 2021)

Application of Multidimensional Scaling Model for Hepatitis C Data Dimensionality Reduction. - Ievgen Meniailov; Halyna Padalko (ProfIT AI, 2022)

COVID-19 Misinformation Detection on Weibo by Support Vector Classifier. - Halyna Padalko; Vasyl Chomko; Dmytro Chumachenko (DESSERT, 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 (IDDM, 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 (ProfIT AI, 2023)

Misinformation Detection in Political News using BERT Model. - Halyna Padalko; Vasyl Chomko; Dmytro Chumachenko (ProfIT AI, 2023)

The Impact of Stopwords Removal on Disinformation Detection in Ukrainian language during Russian-Ukrainian war. - Halyna Padalko; Vasyl Chomko; Dmytro Chumachenko (ProfIT AI, 2024)

A novel approach to fake news classification using LSTM-based deep learning models. - Halyna Padalko; Vasyl Chomko; Dmytro Chumachenko (Frontiers Big Data, 2024)

Investigation of machine learning approaches to classify war-related content during Russian full-scale invasion of Ukraine. - Halyna Padalko; Dmytro Chumachenko; Navneet Kaur; Irfhana Zakir Hussain; Jasleen Kaur 004; Matheus Lotto; Zahid A. Butt; Plinio Pelegrini Morita (Soc. Netw. Anal. Min., 2025)