Kyrylo Yemets

YOLO-based segmented dataset for drone vs. bird detection for deep and machine learning algorithms

Shishir Kumar Shandilya, Aditya Srivastav, Kyrylo Yemets et al. · Data in Brief · 2023 · 40 citations · Full text

Computing, Computer Science, Robotics Engineering +17

Time Series Forecasting Model Based on the Adapted Transformer Neural Network and FFT-Based Features Extraction

Kyrylo Yemets, Ivan Izonin, Ivanna Dronyuk · Sensors · 2025 · 23 citations · Full text

Computing, Data Science, Forecasting +16

SGD-Based Cascade Scheme for Higher Degrees Wiener Polynomial Approximation of Large Biomedical Datasets

Ivan Izonin, Roman Tkachenko, Rostyslav Holoven et al. · Machine Learning and Knowledge Extraction · 2022 · 13 citations · Full text

Computing, Bioengineering, Biomedical Engineering +15

An interpretable ensemble structure with a non-iterative training algorithm to improve the predictive accuracy of healthcare data analysis

Ivan Izonin, Roman Tkachenko, Kyrylo Yemets et al. · Scientific Reports · 2024 · 13 citations · Full text

Computing, Biomedical Engineering, Health Informatics +17

Enhancing the FFT-LSTM Time-Series Forecasting Model via a Novel FFT-Based Feature Extraction–Extension Scheme

Kyrylo Yemets, Ivan Izonin, Ivanna Dronyuk · Big Data and Cognitive Computing · 2025 · 11 citations · Full text

Computing, Computer Science, Forecasting +16