Dynamic Selection of Ensembles of Classifiers Using Contextual Information.
Paulo Rodrigo CavalinRobert SabourinChing Y. SuenPublished in: MCS (2010)
Keyphrases
- contextual information
- context aware
- decision trees
- ensemble learning
- classifier ensemble
- ensemble classifier
- multiple classifier systems
- diversity measures
- combining classifiers
- training data
- high level
- weighted voting
- imbalanced data
- support vector
- naive bayes
- machine learning methods
- global information
- feature selection
- class labels
- training set
- decision stumps
- ensemble methods
- majority voting
- contextual knowledge
- ensemble members
- trained classifiers
- machine learning
- context aware recommendation
- spatial context
- base classifiers
- feature set
- social context
- higher order
- case based reasoning
- knowledge base