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Sensors (Basel, Switzerland)|February 13, 2025
Time Series Forecasting Model Based on the Adapted Transformer Neural Network and FFT-Based Features ExtractionKyrylo Yemets, Ivan Izonin, Ivanna DronyukSensors (Basel, Switzerland)|August 10, 2024
A Method for Reducing Training Time of ML-Based Cascade Scheme for Large-Volume Data AnalysisIvan Izonin, Roman Muzyka, Roman Tkachenko, et al.Scientific Reports|November 7, 2025
Multi-family wavelet-based feature engineering method for short-term time series forecastingKyrylo Yemets, Ivan Izonin, Stergios Aristoteles MitoulisScientific Reports|June 5, 2024
An interpretable ensemble structure with a non-iterative training algorithm to improve the predictive accuracy of healthcare data analysisIvan Izonin, Roman Tkachenko, Kyrylo Yemets, et al.Sensors (Basel, Switzerland)|May 8, 2020
An Approach towards Increasing Prediction Accuracy for the Recovery of Missing IoT Data Based on the GRNN-SGTM EnsembleRoman Tkachenko, Ivan Izonin, Natalia Kryvinska, et al.Mathematical Biosciences and Engineering : MBE|April 24, 2021
Predictive modeling based on small data in clinical medicine: RBF-based additive input-doubling methodIvan Izonin, Roman Tkachenko, Ivanna Dronyuk, et al.Procedia Computer Science|February 1, 2022
Social and Economics Aspects of The Pandemic Influence in UkraineIryna Moiseenko, Nataliya Shakhovska, Ivanna Dronyuk, et al.Mathematical Biosciences and Engineering : MBE|August 29, 2022
Special issue: informatics & data-driven medicine-2021Ivan Izonin, Nataliya ShakhovskaMathematical Biosciences and Engineering : MBE|September 14, 2021
Special issue: Informatics & data-driven medicineIvan Izonin, Nataliya ShakhovskaScientific Reports|April 30, 2022
The functional safety assessment of cyber-physical system operation process described by Markov chainViacheslav Kovtun, Ivan Izonin, Michal GregusPageof 3