Analysis of the spread of COVID-19 in Ukraine using Google Trends tools. - Mykola Medykovskyy; Olena Pavliuk; Myroslav Mishchuk (CSIT, 2022)

A novel Deep-Learning model for Human Activity Recognition based on Continuous Wavelet Transform. - Olena Pavliuk; Myroslav Mishchuk (IDDM, 2022)

An approach towards AGV battery cell voltage prediction using DL and data pre-processing. - Mykola O. Medykovskyy; Rafal Cupek; Olena Pavliuk; Myroslav Mishchuk (CSIT, 2023)

Transfer Learning Approach for Human Activity Recognition Based on Continuous Wavelet Transform. - Olena Pavliuk; Myroslav Mishchuk; Christine Strauss (Algorithms, 2023)

Smartwatch-Based Human Staff Activity Classification: A Use-Case Study in Internal Logistics Systems Utilizing AGVs. - Olena Pavliuk; Myroslav Mishchuk (IEEE Big Data, 2024)

Approach for Smartwatch-Based Complex Human Activity Recognition in Internal Logistics Systems. - Myroslav Mishchuk; Olena Pavliuk; Mykola Medykovskyy (CSIT, 2024)

Modern Methods of Data Preprocessing to Increase the Accuracy of AGV Battery Discharge Forecast. - Olena Pavliuk; Mykola Medykovskyy; Rafal Cupek; Myroslav Mishchuk (CSIT, 2024)

A Two-Stage Feature Selection Method for Neural Network Predictive Models for AGV. - Olena Pavliuk; Myroslav Mishchuk; Mykola Medykovskyy; Rafal Cupek (SMARTINDUSTRY, 2024)