Automated Method for Detecting Acute Insomnia Using Multi-Night Actigraphy Data.
Maia AngelovaChandan K. KarmakarYe ZhuSean P. A. DrummondJason EllisPublished in: IEEE Access (2020)
Keyphrases
- synthetic data
- database
- input data
- prior knowledge
- test data
- data sets
- computational cost
- correlation analysis
- statistical methods
- fully automatic
- detection method
- training samples
- data sources
- similarity measure
- objective function
- data structure
- pairwise
- preprocessing
- data mining
- missing values
- high quality
- high precision
- missing data
- high accuracy
- data points
- image data
- k means
- user input
- information loss
- noisy data
- original data
- end users
- classification accuracy
- knowledge discovery
- data mining techniques
- segmentation method
- support vector machine
- computational complexity
- detection algorithm
- cost function
- statistical analysis
- em algorithm
- data processing