A novel multi-module neural network system for imbalanced heartbeats classification.
Jing JiangHuaifeng ZhangDechang PiChenglong DaiPublished in: Expert Syst. Appl. X (2019)
Keyphrases
- neural network
- learning vector quantization
- pattern recognition
- artificial neural networks
- feature extraction
- binary classification problems
- machine learning
- classification scheme
- multi layer perceptron
- back propagation
- benchmark datasets
- support vector machine
- classification accuracy
- training set
- support vector
- decision trees
- imbalanced datasets
- imbalanced data sets
- kohonen self organizing map
- classification models
- pattern classification
- high dimensionality
- text classification
- fuzzy logic
- feature space
- recurrent neural networks
- class imbalance
- decision boundary
- nearest neighbour
- classification method
- training patterns
- feature vectors