Sleep/wake state prediction and sleep parameter estimation using unsupervised classification via clustering.
Yasser El-ManzalawyOrfeu M. BuxtonVasant G. HonavarPublished in: BIBM (2017)
Keyphrases
- parameter estimation
- unsupervised classification
- unsupervised learning
- maximum likelihood
- supervised classification
- data clustering
- clustering ensemble
- least squares
- model selection
- expectation maximization
- markov random field
- em algorithm
- parameter estimation algorithm
- clustering algorithm
- random fields
- prediction accuracy
- remote sensing data
- hierarchical clustering
- remote sensing images
- data points
- k means