Sleep position classification with a compact pressure textile sensor mattress using convolutional neural networks.
Alexander BreussOriella GnarraManuel FujsMarkus H. SchmidtRobert RienerPublished in: Biomed. Signal Process. Control. (2024)
Keyphrases
- convolutional neural networks
- classification accuracy
- sleep stage
- decision trees
- pattern classification
- text classification
- eeg signals
- automatic classification
- machine learning
- feature extraction
- feature vectors
- preprocessing
- support vector machine
- classification systems
- sensor data
- decision rules
- data sets
- support vector
- benchmark datasets
- support vector machine svm
- model selection
- real time
- sensor networks
- multiresolution
- classification algorithm
- classification rules
- image classification
- supervised learning
- classification scheme
- object detection
- feature selection
- classification process
- defect detection