Ensemble Methods and Model Based Diagnosis Using Possible Conflicts and System Decomposition.
Carlos J. Alonso-GonzálezJuan José RodríguezOscar J. PrietoBelarmino Pulido JunqueraPublished in: IEA/AIE (2) (2010)
Keyphrases
- model based diagnosis
- ensemble methods
- prediction accuracy
- decision trees
- random forests
- diagnostic reasoning
- model based reasoning
- machine learning methods
- benchmark datasets
- base classifiers
- ensemble learning
- dynamic systems
- discrete event systems
- fault localization
- random forest
- constraint programming
- physical systems
- cooperative
- bootstrap sampling
- generalization ability
- decision tree ensembles
- base learners
- conflict resolution
- repair actions
- ensemble feature selection
- drifting concepts
- machine learning algorithms
- diagnostic process
- support vector machine
- evolutionary algorithm