Cross entropy-based automatic thresholds setting-up method for sleep staging system.
Chen ChenAdrien UgonXun ZhangAmara AmaraPatrick GardaJean-Gabriel GanasciaAmina KottiCarole PhilippeAndréa PinnaPublished in: BioCAS (2016)
Keyphrases
- fully automatic
- high accuracy
- preprocessing
- semi automatic
- cost function
- detection method
- main contribution
- objective function
- optimization method
- computational cost
- information theory
- prior knowledge
- maximum likelihood
- image processing
- optimization algorithm
- segmentation method
- classification method
- evaluation method
- clustering method
- detection algorithm
- mutual information
- feature set
- wavelet transform
- experimental evaluation
- significant improvement
- similarity measure