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Kyrylo Yemets

Observed names: Kyrylo YEMETS, Yemets, Kyrylo, КИРИЛО ЄМЕЦЬ, Кирило Ємець
ORCID: 0000-0002-5157-9118
Observed ORCID: 0000-0002-5157-9118
OpenAlex ID: A5065605988
YOLO-based segmented dataset for drone vs. bird detection for deep and machine learning algorithms
2023 · Shishir Kumar Shandilya, Aditya Srivastav, et al. · Data in Brief · 55
Time Series Forecasting Model Based on the Adapted Transformer Neural Network and FFT-Based Features Extraction
2025 · Kyrylo Yemets, Ivan Izonin, et al. · Sensors · 42
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An interpretable ensemble structure with a non-iterative training algorithm to improve the predictive accuracy of healthcare data analysis
2024 · Ivan Izonin, Roman Tkachenko, et al. · Scientific Reports · 25
Enhancing the FFT-LSTM Time-Series Forecasting Model via a Novel FFT-Based Feature Extraction–Extension Scheme
2025 · Kyrylo Yemets, Ivan Izonin, et al. · Big Data and Cognitive Computing · 21
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SGD-Based Cascade Scheme for Higher Degrees Wiener Polynomial Approximation of Large Biomedical Datasets
2022 · Ivan Izonin, Roman Tkachenko, et al. · Machine Learning and Knowledge Extraction · 18
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Multi-family wavelet-based feature engineering method for short-term time series forecasting
2025 · Kyrylo Yemets, Ivan Izonin, et al. · Scientific Reports · 13
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Interactive Information System for Automated Identification of Operator Personnel by Schulte Tables Based on Individual Time Series
2023 · Myroslav Havryliuk, Roman Kaminskyy, et al. · Lecture notes on data engineering and communications technologies · 11
A Method for Reducing Training Time of ML-Based Cascade Scheme for Large-Volume Data Analysis
2024 · Ivan Izonin, Roman Muzyka, et al. · Sensors · 8
Time Series Forecasting Model for Solving Cold Start Problem Via Temporal Fusion Transformer
2024 · Kyrylo YEMETS · Computer Systems and Information Technologies · 5
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An Approach Towards Reducing Training Time of the Input Doubling Method via Clustering for Middle-Sized Data Analysis
2024 · Ivan Izonin, Roman Tkachenko, et al. · Procedia Computer Science · 3
Методи Прогнозування Часових Рядів З Вираженою Сезонністю На Основі Трансформерів
2024 · КИРИЛО ЄМЕЦЬ · Herald of Khmelnytskyi National University Technical sciences · 2
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Regression-based Model for Predicting Simulated vs Actual Building Performance Discrepancies
2024 · Ivan Izonin, Roman Tkachenko, et al. · Procedia Computer Science · 2
Composing Non-Conjugate Factor Graphs with Closed-Form Variational Inference
2026 · Lukashchuk, Mykola, Yemets, Kyrylo, et al. · TU/e Research Portal · 1
Cascade-Based Input-Doubling Classifier for Predicting Survival in Allogeneic Bone Marrow Transplants: Small Data Case
2025 · Ivan Izonin, Roman Tkachenko, et al. · Computation · 1
Schedule-free optimization of the transformers-based time series forecasting model
2025 · Kyrylo Yemets, Michal Greguš · IAES International Journal of Artificial Intelligence · 1
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An enhanced cascade ensemble method for big data analysis
2025 · Ivan Izonin, Roman Muzyka, et al. · IAES International Journal of Artificial Intelligence · 1
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Evaluating the Applicability of LLM Inference Optimizations on Apple Silicon
2026 · Yemets, Kyrylo, Yaroshevych, Andrii, et al. · arXiv (Cornell University)
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Improving long-horizon forecasting of neural networks via spectral features and decomposition
2026 · Kyrylo Yemets, Ivan Shkvir · Scientific Reports
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Information Geometry of Message Passing
2026 · Lukashchuk, Mykola, Yemets, Kyrylo, et al. · arXiv (Cornell University)
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Модифікація Методу Відбору Експертів У Нейромережевій Моделі Суміші Експертів
2025 · Кирило Ємець, Іван Ізонін · Наука і техніка сьогодні
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Reconstructing missing global positioning data with zero-shot large language models
2025 · Roman Ilechko, Orest Borovyi, et al. · Eastern-European Journal of Enterprise Technologies
A transformer-based time series forecasting model with an efficient data preprocessing scheme
2025 · Kyrylo Yemets, Michal Gregus · Bulletin of Electrical Engineering and Informatics
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A Comparative Assessment of the Cutting-Edge Time Series Forecasting Models Using Seasonal Data
2025 · Kyrylo Yemets, Nataliia Lotoshynska · Lecture notes on data engineering and communications technologies
Works count: 27
Citation count: 212
H-index: 8
I10-index: 7
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