Browsing WOS İndeksli Yayınlar Koleksiyonu / WOS Indexed Publications Collection by Author "Faust, Oliver"

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Hybrid Deep Feature Generation for Appropriate Face Mask Use Detection

Aydemir, Emrah; Yalcinkaya, Mehmet Ali; Barua, Prabal Datta; Baygin, Mehmet; Faust, Oliver; Dogan, Sengul; Chakraborty, Subrata; Tuncer, Turker; Acharya, U. Rajendra (MDPI, 2022)

Mask usage is one of the most important precautions to limit the spread of COVID-19. Therefore, hygiene rules enforce the correct use of face coverings. Automated mask usage classification might be used to improve compliance ...
L-Tetrolet Pattern-Based Sleep Stage Classification Model Using Balanced EEG Datasets

Barua, Prabal Datta; Tuncer, Ilknur; Aydemir, Emrah; Faust, Oliver; Chakraborty, Subrata; Subbhuraam, Vinithasree; Tuncer, Turker; Dogan, Sengul; Acharya, U. Rajendra (MDPI, 2022)

Background: Sleep stage classification is a crucial process for the diagnosis of sleep or sleep-related diseases. Currently, this process is based on manual electroencephalogram (EEG) analysis, which is resource-intensive ...
Mental performance classification using fused multilevel feature generation with EEG signals

Aydemir, Emrah; Baygin, Mehmet; Dogan, Sengul; Tuncer, Turker; Barua, Prabal Datta; Chakraborty, Subrata; Faust, Oliver; Arunkumar, N.; Kaysi, Feyzi (2022)

Mental performance classification is a critical issue for brain-computer interfaces. Accurate and reliable classification of good or bad mental performance gives important clues for the preliminary diagnosis of some diseases ...