Preview | Issue Date | Title | Author(s) |
| 2024 | Application of convolutional neural networks for detection of damaged buildings | Gozhyj, A.; Kalinina, I.; Dymo, V. |
| 2025 | Approach to Identification of Anomalous Values in Analysis Tasks and Data Pre-processing | Kalinina, I.; Bidyuk, P.; Gozhyj, A.; Gozhyi, V.; Nechakhin, V. |
| 2023 | Building a Fuel Measurement System Model based on Colored Petri Nets | Gozhyj, A.; Kalinina, I.; Shiyan, S.; Nechakhin, V. |
| 2023 | Classification System Based on Ensemble Methods for Solving | Bidyuk, P.; Kalinina, I.; Zhebko, O.; Gozhyj, A.; Hannichenko, T. |
| 2023 | Combining Forecasts Based on Time Series Models in Machine Learning Tasks | Kalinina, I.; Bidyuk, P.; Gozhyj, A.; Malchenko, P. |
| 2022 | Construction of Forecast Models based on Bayesian Structural Time Series | Kalinina, I.; Bidyuk, P.; Gozhyj, A. |
| 2022 | Construction of Forecast Models based on Bayesian Structural Time Series | Kalinina, I.; Bidyuk, P.; Gozhyj, A. |
| 2024 | Defects Diagnostics Method Based on Statistical Big Data Analisis of Measured Parameters | Vladov, S.; Vysotska, V.,; Sokurenko, V.; Muzychuk, O.; Gozhyj, A.; Kalinina, I. |
| 2024 | Defects Diagnostics Method Based on Statistical Big Data Analisis of Measured Parameters | Vladov, S.; Vysotska, V.; Sokurenko, V.; Muzychuk, O.; Gozhyj, A.; Kalinina, I. |
| 2024 | Enhancing solar panel efficiency with LSTM-based MPPT controllers | Gozhyj, A.; Nechakhin, V.; Kalinina, I. |
| 2024 | Forecasting electricity demand in Ukraine using machine learning methods | Kalinina, I.; Gozhyj, A. |
| 2023 | Hyperparameter Optimization of LSTM MPPT Controller for Solar Power Plants | Nechakhin, V.; Kalinina, I.; Gozhyj, A. |
| 2024 | Improving the architecture of a two-level heterogeneous ensemble for solvingImprovingmachine learning problems | Kalinina, I.; Gozhyj, A.; Gozhyi, V.; Shiyan, S. |
| 2022 | Modeling a Pharmaceutical Web-Service Using Colored Petri Nets | Kalinina, I.; Gozhyj, A.; Gozhyi, V. |
| 2022 | Modeling a Pharmaceutical Web-Service Using Colored Petri Nets | Kalinina, I.; Gozhyj, A.; Gozhyi, V. |
| 2024 | Multilevel Ensemble Approach in Classification Problems | Kalinina, I.; Gozhyj, A.; Bidyuk, P.; Gozhyj, V. |
| 2024 | Multilevel Ensemble Approach in Classification Problems. | Kalinina, I.; Gozhyj, A.; Bidyuk, P.; Gozhyj, V. |
| 2024 | System Methodology of Data Analysis and Preprocessing for Solving Classification Problems | Kalinina, I.; Gozhyj, A.; Vysotska, V.; Malakhov, E.; Gozhyj, V.; Tregubova, I. |
| 2024 | System Methodology of Data Analysis and Preprocessing for Solving Classification Problems | Kalinina, I.; Gozhyj, A.; Vysotska, V.; Malakhov, E.; Gozhyj, V.; Tregubova, I. |
| 2025 | Systematic Approach to Data Normalization and Standardization in Machine Learning Problems | Kalinina, I.; Gozhyj, A.; Bidyuk, P.; Gozhyi, V.; Korobchynskyi, M.; Nadraga, V. |