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State-of-the-art artificial intelligence and machine-learning algorithms used in the past for predicting driver fatigue. GMM: Gaussian mixture modeling, ANN: artificial neural network, SVM: support vector machine, PCA: principle component analysis, CNN: convolutional neural network, RNN–LSTM: recurrent neural network long-short term memory.
