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Information × Registration Number 0224U001993, 0122U001701 , R & D reports Title Development of methods and algorithms for combined learning of deep neuro-neo-fuzzy systems under short training set conditions popup.stage_title Head Bodianskyi Yevhenii V., д.т.н. Registration Date 03-02-2024 Organization Kharkiv National University Of Radio Electronics popup.description2 The research was aimed at development of methods and algorithms for fast combined learning of a new class of computational intelligence systems – deep stacking cascade neuro-neo-fuzzy systems – under the conditions of a short training sets for a wide class of data processing tasks, first of all, pattern recognition (classification-clustering), forecasting, faults detection, control, diagnosis, decision-making, etc., arising in both civil and military applications, when the amount of source information is too small for training of traditional deep networks.  Product Description popup.authors Bodyanskiy Yevgeniy V. Boiko Olena O. Brodetskiy Filip A. Vynokurova Olena A. Dolotov Artem I. Kostyuk Serhii O. Pirus Anastasiya Ye. Pliss Iryna P. Popov Sergii V. Reveka Kateryna I. Styopin Oleksandr S. Filatov Valentyn O. Fedorenko Dariia O. Chala Olha S. Shafronenko Alina Yu. popup.nrat_date 2024-02-03 Close