Evaluation of self-supervised pre-training for automatic infant movement classification using wearable movement sensors.
Einari VaarasManu AiraksinenSampsa VanhataloOkko RäsänenPublished in: EMBC (2023)
Keyphrases
- training samples
- training set
- sensor networks
- training process
- decision trees
- support vector
- pattern recognition
- supervised learning
- training phase
- pattern classification
- classification accuracy
- feature selection
- classification method
- data fusion
- support vector machine svm
- statistical classification
- semi automatic
- multi layer perceptron
- classification scheme
- activity recognition
- automatic classification
- feature extraction
- feature space
- wearable devices
- avoid overfitting
- automatic evaluation
- neural network
- classification models
- text classification
- feature vectors
- classification algorithm
- augmented reality
- active learning
- low cost
- human computer interaction
- image classification