ENCASE: an ENsemble ClASsifiEr for ECG Classification Using Expert Features and Deep Neural Networks.
Shenda HongMeng WuYuxi ZhouQingyun WangJunyuan ShangHongyan LiJunqing XiePublished in: CinC (2017)
Keyphrases
- ensemble classifier
- classification models
- neural network
- feature vectors
- feature set
- pattern recognition
- feature extraction
- feature space
- classification accuracy
- decision trees
- ensemble learning
- feature selection
- ensemble methods
- text classification
- svm classifier
- class labels
- support vector
- support vector machine
- random forest
- feature subset
- image features
- benchmark datasets
- support vector machine svm
- concept drift
- artificial neural networks
- generalization ability
- weak classifiers
- decision stumps
- training data
- base classifiers
- data fusion
- unlabeled data
- image classification
- training set
- fusion method
- image processing
- machine learning