Перегляд за Автор "Hamidov, G."
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Документ Відкритий доступ Investigation of сomputational intelligence methods in forecasting problems at stock exchanges(КПІ ім. Ігоря Сікорського, 2021) Zaychenko, Yu.; Hamidov, G.; Gasanov, A.Документ Відкритий доступ Medical images of breast tumors diagnostics with application of hybrid CNN–FNN network(КПІ ім. Ігоря Сікорського, 2018) Zaychenko, Yu.; Hamidov, G.; Varga, I.The problem of classification of breast tumors on medical images is considered. For its solution the new class of convolutional neural networks-hybrid CNN–FNN network is developed in which convolutional neural network VGG-16 is used as the feature extractor while fuzzy neural network NEFClass is used as the classifier. Training algorithms of FNN were implemented. The experimental investigations of the suggested hybrid network on the standard data set were carried out and comparison with known results was performed. The problem of data dimensionality reduction is considered and application of PCM method is investigated.Документ Відкритий доступ Multilayer gmdh-neuro-fuzzy network based on extended neo-fuzzy neurons and its application in online facial expression recognition(КПІ ім. Ігоря Сікорського, 2020) Bodyanskiy, Ye.; Zaychenko, Yu.; Hamidov, G.; Kulishova, N.