Multilayer GMDH-neuro-fuzzy network based on extended neo-fuzzy neurons and its application in online facial expression recognition by Yevgeniy V. Bodyanskiy, Yuriy P. Zaychenko, Galib Hamidov, Nonna Ye. Kulishova

“…The Group Method of Data Handling (GMDH) allows changing the model structure and adjusting the system architecture to the characteristics of each task under consideration. …”
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Adaptive forecasting and financial risk estimation by Valery Ya. Danilov, O. P. Gozhyj, I. O. Kalinina, Andrii O. Belas, Petro I. Bidyuk, O. L. Jirov

“…The structure and parameter adaptation procedures for the regression and probabilistic models are proposed as well as the respective information system architecture and functional layout are developed. …”
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The problem of automatic classification of pictures using an intelligent decision-making system based on the knowledge graph and fine-grained image analysis by Andrii Martynenko, Andriy Tevyashev, Nonna Kulishova, Boris Moroz

“…In this paper, we consider the problem of automatic multi-task classification of paintings for museum expertise. A system architecture is proposed that checks provenance, implements a fine-grained image analysis (FGIA) of visual image features, and automatically classifies a painting by authorship, genre, and time of creation. …”
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