Hybrid system for cardiac arrhythmia classification with fuzzy k-nearest neighbors and Multi Layer Perceptrons combined by a fuzzy inference system.
Eduardo Gómez-RamírezOscar CastilloJosé SoriaPublished in: IJCNN (2010)
Keyphrases
- fuzzy inference system
- k nearest neighbor
- multi layer perceptron
- neural network
- knn
- classification algorithm
- fuzzy logic
- neuro fuzzy
- knn algorithm
- support vector machine
- fuzzy rules
- support vector machine svm
- knn classifier
- nearest neighbor
- membership functions
- artificial neural networks
- nearest neighbor algorithm
- text classification
- fuzzy systems
- neural fuzzy
- input output
- fuzzy if then rules
- fuzzy inference
- radial basis function
- fuzzy sets
- knn classification
- fuzzy controller
- decision trees
- fuzzy model
- nearest neighbour
- support vector
- neural network model
- pattern classification
- k nearest
- heart rate variability
- machine learning
- fuzzy clustering
- decision rules
- pattern recognition
- rule base
- ecg signals
- rule sets
- expert systems
- feature selection
- genetic algorithm
- fuzzy neural network
- heart disease
- evolutionary algorithm
- training set
- computer vision