Sleep-stage scoring in mice: The influence of data pre-processing on a system's performance.
Vasiliki-Maria KatsageorgiouGlenda LassiValter TucciVittorio MurinoDiego SonaPublished in: EMBC (2015)
Keyphrases
- sleep stage
- data pre processing
- data analysis
- preprocessing
- sleep apnea
- data mining
- pattern extraction
- data mining process
- dimension reduction
- decision tree algorithm
- data preparation
- missing values
- knowledge discovery
- feature extraction
- feature selection
- data reduction
- data preprocessing
- nearest neighbor
- data structure