Concepedia

Ivanna Dronyuk

ID

Statistics

Publications

12

Citations

375

H-Index

11

Active since

2016

Affiliations

Lviv Polytechnic National University(Current)

Jan Długosz University

Comenius University Bratislava

IT Step University

University of Birmingham

Ivanna Dronyuk is an author at Lviv Polytechnic National University specializing in computing, computer science, and machine learning.

Publications per year

2016–2025

12

Publications

12

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 et al. · Sensors · 2020 · 98 citations · Full text

Computing, Computer Science, Forecasting +16

Predictive modeling based on small data in clinical medicine: RBF-based additive input-doubling method

Ivan Izonin, Roman Tkachenko, Ivanna Dronyuk et al. · Mathematical Biosciences & Engineering · 2021 · 65 citations · Full text

Computing, Clinical Sciences, Biomedical Signal Processing +16

Analysis of Creative Industries Activities in Europеan Union Countries

Ivanna Dronyuk, Iryna Moiseіenko, Jan Greguš ml. · Procedia Computer Science · 2019 · 51 citations · Full text

Management, Innovation Management, Creativity +8

Stacking-based GRNN-SGTM Ensemble Model for Prediction Tasks

Ivan Izonin, Roman Tkachenko, Pavlo Vitynskyi et al. · 2020 International Conference on Decision Aid Sciences and Application (DASA) · 2020 · 36 citations

Computing, Computer Science, Data Science +15

Time Series Forecasting Model Based on the Adapted Transformer Neural Network and FFT-Based Features Extraction

Kyrylo Yemets, Ivan Izonin, Ivanna Dronyuk · Sensors · 2025 · 23 citations · Full text

Computing, Data Science, Forecasting +16

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