Hybrid Classification Ensemble Using Topology-preserving Clustering.
Bruno BaruqueSantiago PorrasEmilio CorchadoPublished in: New Gener. Comput. (2011)
Keyphrases
- topology preserving
- self organizing maps
- topology preservation
- unsupervised learning
- competitive learning
- training set
- neural network
- clustering algorithm
- weighted voting
- feature extraction
- support vector machine
- feature selection
- cross validation
- support vector
- data clustering
- decision trees
- clustering method
- text classification
- training data
- training samples
- image segmentation
- supervised learning
- information theoretic
- cluster analysis
- data points
- level set method
- classification accuracy
- classifier ensemble
- feature space
- majority voting
- data sets
- geometric deformable models