Ömer Faruk Alçin

A New Framework for Automatic Detection of Patients With Mild Cognitive Impairment Using Resting-State EEG Signals

Siuly Siuly, Ömer Faruk Alçin, Enamul Kabir et al. · IEEE Transactions on Neural Systems and Rehabilitation Engineering · 2020 · 144 citations

Neuropsychology, Machine Learning, Neurophysiological Biomarkers +22

Exploring Hermite transformation in brain signal analysis for the detection of epileptic seizure

Siuly Siuly, Ömer Faruk Alçin, Varun Bajaj et al. · IET Science Measurement & Technology · 2018 · 77 citations

Engineering, Feature Extraction, Neurophysiological Biomarkers +23

Power Quality Event Detection Using a Fast Extreme Learning Machine

Ferhat Uçar, Ömer Faruk Alçin, Beşir Dandıl et al. · Energies · 2018 · 60 citations · Full text

Electrical Engineering, Engineering, Machine Learning +14

Accurate detection of autism using Douglas-Peucker algorithm, sparse coding based feature mapping and convolutional neural network techniques with EEG signals

Nebras Sobahi, Ömer Faruk Alçin, Abdulkadir Şengür et al. · Computers in Biology and Medicine · 2022 · 60 citations

Sparse Coding, Neuroimaging Biomarkers, Accurate Detection +13

Automatic digital modulation classification using extreme learning machine with local binary pattern histogram features

Ahmet Güner, Ömer Faruk Alçin, Abdulkadir Şengür · Measurement · 2019 · 55 citations

Modulation, Engineering, Extreme Learning Machine +5