Ring-Topology Echo State Networks for ICU Sepsis Classification.
Miquel AlfarasRui VarandasHugo GamboaPublished in: CinC (2019)
Keyphrases
- echo state networks
- pattern recognition
- classification accuracy
- automatic classification
- machine learning
- feature extraction
- support vector
- support vector machine
- data sets
- classification method
- preprocessing
- cross validation
- feature space
- classification algorithm
- decision rules
- decision trees
- benchmark datasets
- class labels
- svm classifier
- unsupervised learning
- text classification
- dimensionality reduction
- principal component analysis
- feature selection
- classification scheme
- classification systems
- classification process
- control system