Fuzzy set training for sleep apnea classification.
Douglas E. DowIsao HayashiPublished in: IFSA-SCIS (2017)
Keyphrases
- fuzzy sets
- sleep stage
- sleep apnea
- fuzzy set theory
- membership functions
- training set
- pattern recognition
- rough sets
- fuzzy decision trees
- fuzzy logic
- fuzzy relations
- supervised learning
- training samples
- rough fuzzy
- fuzzy reasoning
- fuzzy rules
- computational intelligence
- training process
- fuzzy sets theory
- approximate reasoning
- pattern classification
- decision rules
- support vector machine
- feature extraction
- decision trees
- interval valued
- membership degree
- machine learning
- fuzzy rough sets
- interval valued fuzzy sets
- fuzzy entropy
- imbalanced data sets
- class imbalance
- expert systems
- fuzzy similarity
- feature space
- feature selection
- computer vision