Explainable Non-Contact Sleep Apnea Syndrome Detection Based on Comparison of Random Forests.
Iko NakariKeiki TakadamaPublished in: IEEE Access (2024)
Keyphrases
- random forests
- obstructive sleep apnea
- sleep apnea
- random forest
- decision trees
- machine learning algorithms
- tree ensembles
- logistic regression
- ensemble methods
- object detection
- randomized trees
- decision tree ensembles
- automatic analysis
- genetic programming
- multi class
- evolutionary algorithm
- eeg signals
- physiological parameters
- regression forests
- feature extraction
- image processing