iVisClassifier: An interactive visual analytics system for classification based on supervised dimension reduction.
Jaegul ChooHanseung LeeJaeyeon KihmHaesun ParkPublished in: IEEE VAST (2010)
Keyphrases
- dimension reduction
- visual analytics
- unsupervised learning
- feature selection
- feature extraction
- principal component analysis
- singular value decomposition
- interactive visualization
- high dimensionality
- feature space
- high dimensional
- data analysis
- high dimensional data
- supervised learning
- discriminative information
- low dimensional
- cluster analysis
- visual analysis
- linear discriminant analysis
- dimensionality reduction
- learning analytics
- visual interfaces
- semi supervised
- machine learning
- computer graphics
- text classification
- nearest neighbor
- preprocessing
- pattern recognition
- data mining
- database
- distance function
- maximum likelihood
- data warehouse
- computer vision