An approach towards increasing prediction accuracy for the recovery of missing IoT data based on the GRNN-SGTM ensemble R Tkachenko, I Izonin, N Kryvinska, I Dronyuk, K Zub Sensors 20 (9), 2625, 2020 | 101 | 2020 |
Analysis of creative industries activities in Europеan Union countries I Dronyuk, I Moiseienko Procedia Computer Science 160, 479-484, 2019 | 69 | 2019 |
Predictive modeling based on small data in clinical medicine: RBF-based additive input-doubling method I Izonin, R Tkachenko, I Dronyuk, P Tkachenko, M Gregus, M Rashkevych Mathematical Biosciences and Engineering 18 (3), 2599-2613, 2021 | 68 | 2021 |
Stacking-based GRNN-SGTM ensemble model for prediction tasks I Izonin, R Tkachenko, P Vitynskyi, K Zub, P Tkachenko, I Dronyuk 2020 International conference on decision aid sciences and application (DASA …, 2020 | 40 | 2020 |
System analysis of caching requests on network computing nodes M Pasyeka, V Sheketa, N Pasieka, S Chupakhina, I Dronyuk 2019 3rd International Conference on Advanced Information and Communications …, 2019 | 26 | 2019 |
Recovery of missing sensor data with GRNN-based cascade scheme R Tkachenko, I Izonin, I Dronyuk, M Logoyda, P Tkachenko International Journal of Sensors Wireless Communications and Control 11 (5 …, 2021 | 24 | 2021 |
The modified amplitude-modulated screening technology for the high printing quality I Dronjuk, M Nazarkevych, O Troyan Computer and Information Sciences: 31st International Symposium, ISCIS 2016 …, 2016 | 22 | 2016 |
Gabor filters generalization based on ateb-functions for information security I Dronyuk, M Nazarkevych, Z Poplavska Man-Machine Interactions 5: 5th International Conference on Man-Machine …, 2018 | 21 | 2018 |
The Portraits Creating Method by Correlation Analysis of Hormone-Producing Cells Data. O Ryabukha, I Dronyuk IDDM, 135-145, 2018 | 20 | 2018 |
Synthesis of noise-like signal based on Ateb-functions I Dronyuk, M Nazarkevych, O Fedevych Distributed Computer and Communication Networks: 18th International …, 2016 | 19 | 2016 |
Information and Logic Cognitive Technologies of Decision-making in Risk Conditions. L Sikora, R Tkachuk, N Lysa, I Dronyuk, O Fedevych IntelITSIS, 340-356, 2020 | 17 | 2020 |
Ateb-prediction simulation of traffic using OMNeT++ modeling tools I Dronyuk, O Fedevych, P Lipinski 2016 XIth International Scientific and Technical Conference Computer …, 2016 | 17 | 2016 |
Asymptotic method of traffic simulations I Dronjuk, M Nazarkevych, O Fedevych Distributed Computer and Communication Networks: 17th International …, 2014 | 16 | 2014 |
Applying Regression Analysis to Study the Interdependence of Thyroid, Adrenal Glands, Liver, and Body Weight in Hypothyroidism and Hyperthyroidism. O Ryabukha, I Dronyuk IDDM, 155-164, 2019 | 15 | 2019 |
Traffic flows Ateb-prediction method with fluctuation modeling using dirac functions I Dronyuk, O Fedevych Computer Networks: 24th International Conference, CN 2017, Lądek Zdrój …, 2017 | 15 | 2017 |
Modelling the pertubation of traffic based on ateb-functions M Medykovsky, I Droniuk, M Nazarkevich, O Fedevych Computer Networks: 20th International Conference, CN 2013, Lwówek Śląski …, 2013 | 15 | 2013 |
A continuous model for states in CSMA/CA-based wireless local networks derived from state transition diagrams W Auzinger, K Obelovska, I Dronyuk, K Pelekh, R Stolyarchuk Proceedings of International Conference on Data Science and Applications …, 2022 | 14 | 2022 |
Application of correlation analysis in cytology: Opportunities to study specific activity of follicular thyrocytes OI Ryabukha, IM Dronyuk Regulatory Mechanisms in Biosystems 10 (3), 2019 | 14 | 2019 |
Traffic fluctuations optimization for telecommunication SDP segment based on forecasting using ateb-functions I Demydov, I Dronyuk, O Fedevych, V Romanchuk Data-Centric Business and Applications: Evolvements in Business Information …, 2019 | 13 | 2019 |
Committee of the SGTM neural-like structures with extended inputs for predictive analytics in insurance R Tkachenko, I Izonin, M Greguš ml, P Tkachenko, I Dronyuk International Conference on Big Data Innovations and Applications, 121-132, 2019 | 12 | 2019 |