Sleep stage classification using fuzzy sets and machine learning techniques.
Pedro Y. PiñeroPavel GarciaLeticia ArcoAlfredo ÁlvarezMaría M. GarcíaRolando BonalPublished in: Neurocomputing (2004)
Keyphrases
- fuzzy sets
- sleep stage
- rough sets
- pattern recognition
- fuzzy logic
- membership functions
- machine learning
- fuzzy decision trees
- fuzzy set theory
- fuzzy rules
- computational intelligence
- approximate reasoning
- fuzzy sets theory
- fuzzy model
- fuzzy reasoning
- interval valued
- sleep apnea
- fuzzy similarity
- triangular norms
- membership degree
- membership degrees
- evolutionary computation
- fuzzy inference
- fuzzy numbers
- decision trees
- feature extraction
- machine learning algorithms
- association rules
- type fuzzy logic systems
- neural network
- information granules
- soft computing
- integrity constraints
- classification rules
- artificial neural networks