An Incremental Dimensionality Reduction Method for Visualizing Streaming Multidimensional Data.
Takanori FujiwaraJia-Kai Chou ShilpikaPanpan XuLiu RenKwan-Liu MaPublished in: CoRR (2019)
Keyphrases
- manifold learning
- multidimensional data
- dimensionality reduction
- dimensionality reduction methods
- discriminant projection
- low dimensional
- high dimensional data
- principal component analysis
- high dimensional
- dimension reduction
- feature space
- data streams
- pattern recognition
- linear discriminant analysis
- high dimensional data analysis
- principal components
- feature extraction
- preprocessing step
- random projections
- data points
- unsupervised learning
- data sets
- feature selection
- discriminant analysis
- range queries
- principal components analysis
- data warehouse
- r tree
- data visualization
- similarity search
- machine learning
- nearest neighbor
- data structure
- spatial data
- face recognition
- data management