Search Results - Kyrylo Yemets

Enhancing the FFT-LSTM Time-Series Forecasting Model via a Novel FFT-Based Feature Extraction–Extension Scheme by Kyrylo Yemets, Ivan Izonin, Ivanna Dronyuk

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Time Series Forecasting Model Based on the Adapted Transformer Neural Network and FFT-Based Features Extraction by Kyrylo Yemets, Ivan Izonin, Ivanna Dronyuk

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An interpretable ensemble structure with a non-iterative training algorithm to improve the predictive accuracy of healthcare data analysis by Ivan Izonin, Roman Tkachenko, Kyrylo Yemets, Myroslav Havryliuk

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Cascade-Based Input-Doubling Classifier for Predicting Survival in Allogeneic Bone Marrow Transplants: Small Data Case by Ivan Izonin, Roman Tkachenko, Nazarii Hovdysh, Oleh Berezsky, Kyrylo Yemets, Ivan Tsmots

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YOLO-based segmented dataset for drone vs. bird detection for deep and machine learning algorithms by Shishir Kumar Shandilya, Aditya Srivastav, Kyrylo Yemets, Agni Datta, Atulya K. Nagar

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A Method for Reducing Training Time of ML-Based Cascade Scheme for Large-Volume Data Analysis by Ivan Izonin, Roman Muzyka, Roman Tkachenko, Ivanna Dronyuk, Kyrylo Yemets, Stergios-Aristoteles Mitoulis

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SGD-Based Cascade Scheme for Higher Degrees Wiener Polynomial Approximation of Large Biomedical Datasets by Ivan Izonin, Roman Tkachenko, Rostyslav Holoven, Kyrylo Yemets, Myroslav Havryliuk, Shishir Kumar Shandilya

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