Towards a Systematic Combination of Dimension Reduction and Clustering in Visual Analytics.
John E. WenskovitchIan CrandellNaren RamakrishnanLeanna HouseScotland LemanChris NorthPublished in: IEEE Trans. Vis. Comput. Graph. (2018)
Keyphrases
- dimension reduction
- visual analytics
- high dimensional data
- cluster analysis
- high dimensional data analysis
- high dimensionality
- unsupervised learning
- data analysis
- high dimensional
- principal component analysis
- clustering algorithm
- linear discriminant analysis
- dimensionality reduction
- clustering method
- visual analysis
- k means
- feature extraction
- visual interfaces
- low dimensional
- learning analytics
- feature selection
- interactive visualization
- singular value decomposition
- knowledge discovery
- nearest neighbor
- feature space
- computer vision
- data mining tasks
- databases
- data points
- image processing
- support vector
- model selection
- database
- data sets