Class-proximity SOM and its applications in classification.
Pitoyo HartonoAya SaitoPublished in: SMC (2008)
Keyphrases
- kohonen self organizing map
- feature vectors
- class labels
- unsupervised learning
- classification accuracy
- multi class classification
- pattern classification
- classification scheme
- multiclass classification
- feature extraction
- support vector
- classification models
- class conditional
- classification method
- decision rules
- neural network
- multiple classes
- pattern recognition
- automatic classification
- class separability
- multi class problems
- class specific
- self organizing maps
- supervised learning
- machine learning
- decision trees
- preprocessing
- cluster analysis
- support vector machine svm
- benchmark datasets
- svm classifier
- classification systems
- classification process
- feature set
- topology preserving
- high dimensional
- feature space
- machine learning algorithms
- feature selection
- som neural network