Apache Spark SVM for Predicting Obstructive Sleep Apnea

Apache Spark SVM for Predicting Obstructive Sleep Apnea

Obstructive sleep apnea (OSA), a common form of sleep apnea generally caused by a collapse of the upper respiratory airway, is associated with one of the leading causes of death in adults: hypertension, cardiovascular and cerebrovascular disease. In this paper, an algorithm for predicting obstructiv...

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Bibliographic Details
Main Authors: Katie Jin, Sikha Bagui
Format: Article
Language:English
Published: MDPI AG 2020-09-01
Series:Big Data and Cognitive Computing
Subjects:
support vector machines
spark
obstructive sleep apnea
wavelet decomposition
wavelet reshaping
data streams
Online Access:https://www.mdpi.com/2504-2289/4/4/25

Internet

https://www.mdpi.com/2504-2289/4/4/25

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