Optimal Classification of Respiratory Patterns From Manual Analyses Using Expectation-Maximization.
Carlos A. Robles-RubioKaren A. BrownRobert E. KearneyPublished in: IEEE J. Biomed. Health Informatics (2018)
Keyphrases
- expectation maximization
- pattern analysis
- pattern recognition
- em algorithm
- lung disease
- classification accuracy
- text classification
- decision trees
- optimal solution
- support vector
- feature vectors
- training patterns
- classification algorithm
- data sets
- discovering patterns
- classification scheme
- classification method
- semi automatic
- benchmark datasets
- support vector machine svm
- generative model
- model selection
- bayesian networks
- unsupervised learning
- maximum likelihood
- medical images
- sequential patterns
- machine learning
- automatic classification
- support vector machine
- probabilistic model
- pattern representation
- feature space
- preprocessing