Neural system for heartbeats recognition using genetically integrated ensemble of classifiers.
Stanislaw OsowskiKrzysztof SiwekRobert SiroicPublished in: Comput. Biol. Medicine (2011)
Keyphrases
- weak learners
- ensemble learning
- weak classifiers
- ensemble methods
- network architecture
- neural network
- binary classifiers
- genetic programming
- individual classifiers
- generalization ability
- heart rate
- ensemble classifier
- decision trees
- random forest
- neural classifier
- multiple classifiers
- learning rules
- roc curve
- random forests
- concept drift
- base classifiers
- associative memory
- benchmark datasets
- classifier fusion
- combining classifiers
- text classification