Ivanna Dronyuk

3PUBLICATIONS
6CO-AUTHORS
Stream and sensor dataDeep learningNeural networks
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Publications (3)

|Feb 13, 2025
Time Series Forecasting Model Based on the Adapted Transformer Neural Network and FFT-Based Features Extraction.

Kyrylo Yemets, Ivan Izonin, Ivanna Dronyuk

|Aug 10, 2024
A Method for Reducing Training Time of ML-Based Cascade Scheme for Large-Volume Data Analysis.

Ivan Izonin, Roman Muzyka, Roman Tkachenko

|May 08, 2020
An Approach towards Increasing Prediction Accuracy for the Recovery of Missing IoT Data Based on the GRNN-SGTM Ensemble.

Roman Tkachenko, Ivan Izonin, Natalia Kryvinska

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