Beyond traditional sleep scoring: Massive feature extraction and data-driven clustering of sleep time series
Nicolas Decat, Jasmine Walter, Zhao Hui Koh, Piengkwan Sribanditmongkol, Ben Fulcher, Jennifer Windt, Thomas Andrillon, Naotsugu Tsuchiya
Topics & Concepts
Discriminative modelSleep (system call)Computer scienceCategorizationCluster analysisArtificial intelligenceEye movementPattern recognition (psychology)Feature (linguistics)Sleep StagesMachine learningData miningElectroencephalographyPolysomnographyPsychologyNeurosciencePhilosophyOperating systemLinguisticsSleep and Wakefulness ResearchEEG and Brain-Computer InterfacesNeural dynamics and brain function