Novel Layered Clustering-Based Approach for Generating Ensemble of Classifiers.
Ashfaqur RahmanBrijesh K. VermaPublished in: IEEE Trans. Neural Networks (2011)
Keyphrases
- ensemble learning
- training data
- multiple classifiers
- ensemble classifier
- classifier ensemble
- training set
- majority voting
- supervised classification
- neural network
- ensemble pruning
- final classification
- majority vote
- clustering method
- support vector
- clustering algorithm
- k means
- feature selection
- weighted voting
- clustering ensemble
- class label noise
- data clustering
- random forests
- ensemble methods
- decision trees
- accurate classifiers
- combining classifiers
- one class support vector machines
- cluster ensemble
- ensemble classification
- ensemble members
- nearest neighbor algorithm
- decision tree classifiers
- learning algorithm
- feature set
- unsupervised learning
- anomaly detection
- training samples
- naive bayes
- self organizing maps
- feature ranking
- weak classifiers