A method for classification of movements in bed.
Adriana M. AdamiMisha PavelTamara L. HayesAndré Gustavo AdamiClifford M. SingerPublished in: EMBC (2011)
Keyphrases
- classification method
- training samples
- classification accuracy
- machine learning methods
- support vector machine
- synthetic data
- detection method
- high precision
- cost function
- ordinal data
- cross validation
- high accuracy
- decision trees
- classification process
- pairwise
- accuracy rate
- objective function
- prior knowledge
- decision rules
- feature selection
- segmentation method
- clustering method
- support vector machine svm
- image classification
- pattern recognition
- preprocessing
- computational cost
- classification rate
- dynamic programming
- training process
- accurate classification
- training phase
- feature set
- model selection
- neural network
- supervised learning
- experimental evaluation
- significant improvement
- k means
- multiscale
- image sequences
- genetic algorithm