Diagnosing multiple faults in oil rig motor pumps using support vector machine classifier ensembles.
Estefhan Dazzi WandekokemEduardo MendelFábio FabrisMarcelo ValentimRodrigo J. BatistaFlávio Miguel VarejãoThomas W. RauberPublished in: Integr. Comput. Aided Eng. (2011)
Keyphrases
- multiple faults
- classifier ensemble
- support vector machine
- classification algorithm
- ensemble classifier
- fault diagnosis
- discrete event
- weight vector
- support vector
- ensemble methods
- svm classifier
- multi class
- support vector machine svm
- named entity recognition
- base classifiers
- k nearest neighbor
- feature selection
- feature vectors
- knn
- control system
- generalization ability
- kernel function
- training set
- hyperplane
- machine learning
- training data
- benchmark datasets
- simulation model