Pavlo Vitynskyi

Development of the Non-Iterative Supervised Learning Predictor Based on the Ito Decomposition and SGTM Neural-Like Structure for Managing Medical Insurance Costs

Roman Tkachenko, Ivan Izonin, Pavlo Vitynskyi et al. · Data · 2018 · 67 citations · Full text

Artificial Intelligence, Engineering, Machine Learning +18

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 · 35 citations

Artificial Intelligence, High Accuracy, Prediction Tasks +13

Hybridization of the SGTM Neural-Like Structure Through Inputs Polynomial Extension

Pavlo Vitynskyi, Roman Tkachenko, Ivan Izonin et al. · 2018 · 28 citations

Incremental Learning, Engineering, Machine Learning +21

An Extended-Input GRNN and its Application

Ivan Izonin, Natalia Kryvinska, Roman Tkachenko et al. · Procedia Computer Science · 2019 · 18 citations · Full text

Convolutional Neural Network, Recurrent Neural Network, Engineering +14

Neural Network with Combined Approximation of the Surface of the Response

Oleksandra Mishchuk, Pavlo Vitynskyi · Research Bulletin of the National Technical University of Ukraine Kyiv Politechnic Institute · 2018 · 11 citations · Full text

Engineering, Machine Learning, Neural Network +17