Search Results - "Yemets, Kyrylo" :: K.UTB vyhledávací portál

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

by Izonin, Ivan, Tkachenko, Roman, Yemets, Kyrylo, Havryliuk, Myroslav
Published in Scientific reports (05.06.2024)

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A Method for Reducing Training Time of ML-Based Cascade Scheme for Large-Volume Data Analysis

by Izonin, Ivan, Muzyka, Roman, Tkachenko, Roman, Dronyuk, Ivanna, Yemets, Kyrylo, Mitoulis, Stergios-Aristoteles
Published in Sensors (Basel, Switzerland) (23.07.2024)

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

by Shandilya, Shishir Kumar, Srivastav, Aditya, Yemets, Kyrylo, Datta, Agni, Nagar, Atulya K.
Published in Data in brief (01.10.2023)

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

by Izonin, Ivan, Tkachenko, Roman, Holoven, Rostyslav, Yemets, Kyrylo, Havryliuk, Myroslav, Shandilya, Shishir Kumar
Published in Machine learning and knowledge extraction (01.11.2022)

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An Approach Towards Reducing Training Time of the Input Doubling Method via Clustering for Middle-Sized Data Analysis

by Izonin, Ivan, Tkachenko, Roman, Yemets, Kyrylo, Gregus, Michal, Tomashy, Yevhen, Pliss, Iryna
Published in Procedia computer science (2024)

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TIME SERIES FORECASTING MODEL FOR SOLVING COLD START PROBLEM VIA TEMPORAL FUSION TRANSFORMER

by YEMETS, Kyrylo
Published in Computer systems and information technologies (28.03.2024)

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Journal Article

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

A Method for Reducing Training Time of ML-Based Cascade Scheme for Large-Volume Data Analysis

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

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

An Approach Towards Reducing Training Time of the Input Doubling Method via Clustering for Middle-Sized Data Analysis

TIME SERIES FORECASTING MODEL FOR SOLVING COLD START PROBLEM VIA TEMPORAL FUSION TRANSFORMER

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