A synergistic approach for enhanced eye blink detection using wavelet analysis, autoencoding and Crow-Search optimized k-NN algorithm - Chandralekha, M.; Jayadurga, N. Priyadharshini; Chen, Thomas M.; Sathiyanarayanan, Mithileysh; Saleem, Kasif; Orgun, Mehmet A. (Scientific reports, 2025)
Keywords: 639/166; 692/700; Adult; Algorithms; Autoencoder; Blinking - physiology; Crow Search algorithm; Deep Learning; EEG; Electroencephalogram; Electroencephalography; Electroencephalography - methods; Eye blink detection; Humanities and Social Sciences; Humans; k-Nearest neighbors; Learning algorithms; Machine Learning; multidisciplinary; Neural networks; Neural Networks, Computer; Neurological diseases; Principal components analysis; Science; Science (multidisciplinary); Signal processing; Signal Processing, Computer-Assisted; Wavelet Analysis; Wavelet transforms; Electroencephalogram; Autoencoder; Signal processing; Wavelet analysis; Feature extraction; k-Nearest neighbors; Eye blink detection; Crow Search algorithm