| 2026 | ACIIDS | Explaining LSTM Battery RUL Prediction via Temporal Attribution. | Myroslav Mishchuk, Rafal Cupek, Olena Pavliuk |
| 2024 | CSIT | Approach for Smartwatch-Based Complex Human Activity Recognition in Internal Logistics Systems. | Myroslav Mishchuk, Olena Pavliuk, Mykola Medykovskyy |
| 2024 | CSIT | Modern Methods of Data Preprocessing to Increase the Accuracy of AGV Battery Discharge Forecast. | Olena Pavliuk, Mykola Medykovskyy, Rafal Cupek, Myroslav Mishchuk |
| 2023 | CSIT | An approach towards AGV battery cell voltage prediction using DL and data pre-processing. | Mykola O. Medykovskyy, Rafal Cupek, Olena Pavliuk, Myroslav Mishchuk |
| 2022 | CSIT | Analysis of the spread of COVID-19 in Ukraine using Google Trends tools. | Mykola Medykovskyy, Olena Pavliuk, Myroslav Mishchuk |
| 2022 | IDDM | A novel Deep-Learning model for Human Activity Recognition based on Continuous Wavelet Transform. | Olena Pavliuk, Myroslav Mishchuk |
| 2021 | IDDM | Experimental Evaluation of the Effectiveness of ANN-based Numerical Data Augmentation Methods for Diagnostics Tasks. | Ivan Izonin, Roman Tkachenko, Roman Pidkostelnyi, Olena Pavliuk, Viktor Khavalko, Anatoliy Batyuk |
| 2018 | CSIT | Use of Machine Learning Technologys for the Electric Consumption Forecast. | Mvkola Medykovskvi, Olena Pavliuk, Roman Sydorenko |