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Kernel PCA for Feature Extraction and De-Noising in Nonlinear Regression., , , и . Neural Comput. Appl., 10 (3): 231-243 (2001)EEG-Based Drivers' Drowsiness Monitoring Using a Hierarchical Gaussian Mixture Model., , , , , , , и . HCI (16), том 4565 из Lecture Notes in Computer Science, стр. 294-303. Springer, (2007)Extraction of Sleep-Spindles from the Electroencephalogram (EEG)., , , , и . ANNIMAB, стр. 125-130. Springer, (2000)Tucker Tensor Decomposition of Multi-session EEG Data., , и . ICANN (1), том 12396 из Lecture Notes in Computer Science, стр. 115-126. Springer, (2020)Extracting more information from EEG recordings for a better description of sleep., , и . Comput. Methods Programs Biomed., 108 (3): 961-972 (2012)Estimation of Sleep Quality by Using Microstructure Profiles., , , и . AIME, том 10259 из Lecture Notes in Computer Science, стр. 105-115. Springer, (2017)EEG-Based Estimation of Mental Fatigue: Convergent Evidence for a Three-State Model., , , , , , , и . HCI (16), том 4565 из Lecture Notes in Computer Science, стр. 201-211. Springer, (2007)Kernel PCA Feature Extraction of Event-Related Potentials for Human Signal Detection Performance., , и . ANNIMAB, стр. 321-326. Springer, (2000)Profiling continuous sleep representations for better understanding of the dynamic character of normal sleep., и . Artif. Intell. Medicine, (2019)An Expectation-Maximization Approach to Nonlinear Component Analysis., и . Neural Comput., 13 (3): 505-510 (2001)