Publication: Automatic Sleep Classification with Machine Learning
Automatic Sleep Classification with Machine Learning
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Malafeev, A. (2018). Automatic Sleep Classification with Machine Learning. (Dissertation, University of Zurich) https://doi.org/10.5167/uzh-169907
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Sleep is ubiquitous in nature. Humans spend a third of their lives sleeping. And yet, despite all the recent advances in the field, we still don’t know the purpose of sleep. However, sleep disorders are detrimental for health and quality of life and insomnia is one of the most common sleep disorders. Excessive daytime sleepiness or insufficient sleep decreases cognitive performance and may cause accidents. These facts suggest that understanding sleep and its regulation is very important. In the first chapter I summarized the most rece
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Malafeev, A. (2018). Automatic Sleep Classification with Machine Learning. (Dissertation, University of Zurich) https://doi.org/10.5167/uzh-169907
