An Incremental Dimensionality Reduction Method for Visualizing Streaming Multidimensional Data.
Takanori FujiwaraJia-Kai Chou ShilpikaPanpan XuLiu RenKwan-Liu MaPublished in: IEEE Trans. Vis. Comput. Graph. (2020)
Keyphrases
- multidimensional data
- dimensionality reduction methods
- dimensionality reduction
- discriminant projection
- discriminant analysis
- principal component analysis
- preprocessing step
- high dimensional
- data warehouse
- knn
- low dimensional
- high dimensional data analysis
- random projections
- pattern recognition
- range queries
- data sets
- distance measure
- data points
- unsupervised learning
- linear discriminant analysis
- principal components analysis
- data streams
- high dimensional data
- dimension reduction
- r tree
- data cube
- feature space
- similarity search
- index structure
- manifold learning
- data structure
- feature extraction
- feature set
- data visualization
- clustering method
- scientific data
- management system
- decision trees
- computer vision
- database