Hybridization of the SGTM Neural-Like Structure Through Inputs Polynomial Extension. - Pavlo Vitynskyi; Roman Tkachenko; Ivan Izonin; Hakan Kutucu (DSMP, 2018)

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; Nataliia Lotoshynska; Olena Pavlyuk (Data, 2018)

An Extended-Input GRNN and its Application. - Ivan Izonin; Natalia Kryvinska; Roman Tkachenko; Khrystyna Zub; Pavlo Vitynskyi (EUSPN/ICTH, 2019)

GRNN Approach Towards Missing Data Recovery Between IoT Systems. - Ivan Izonin; Natalia Kryvinska; Pavlo Vitynskyi; Roman Tkachenko; Khrystyna Zub (INCoS, 2019)

Committee of the Combined RBF-SGTM Neural-Like Structures for Prediction Tasks. - Roman Tkachenko; Pavlo Tkachenko; Ivan Izonin; Pavlo Vitynskyi; Natalia Kryvinska; Yurii Tsymbal (MobiWIS, 2019)