Novel approach for fetal heart rate classification introducing grammatical evolution.
George K. GeorgoulasDimitris GavrilisIoannis G. TsoulosChrysostomos D. StyliosJoão BernardesPeter P. GroumposPublished in: Biomed. Signal Process. Control. (2007)
Keyphrases
- heart rate
- heart rate variability
- blood pressure
- grammatical evolution
- classification accuracy
- feature extraction
- support vector
- support vector machine
- physiological signals
- genetic programming
- feature vectors
- image classification
- vital signs
- decision trees
- physical activity
- support vector machine svm
- machine learning methods
- machine learning algorithms
- machine learning
- model selection
- cross validation
- svm classifier
- class labels
- training set
- feature selection