Non-linear dimensionality reduction techniques for classification and visualization.
Michail VlachosCarlotta DomeniconiDimitrios GunopulosGeorge KolliosNick KoudasPublished in: KDD (2002)
Keyphrases
- pattern recognition
- classification systems
- support vector
- pattern classification
- automatic classification
- classification accuracy
- classification scheme
- data analysis
- classification method
- support vector machine
- benchmark datasets
- support vector machine svm
- image classification
- classification process
- training set
- decision trees
- visual representation
- feature selection
- data visualization
- machine learning methods
- machine learning algorithms
- model selection
- text classification
- feature vectors
- high dimensional