Visualizing Large-scale and High-dimensional Data.
Jian TangJingzhou LiuMing ZhangQiaozhu MeiPublished in: WWW (2016)
Keyphrases
- high dimensional data
- dimensionality reduction
- nearest neighbor
- high dimensional
- high dimensionality
- low dimensional
- high dimensions
- data sets
- data points
- similarity search
- dimension reduction
- subspace clustering
- original data
- data distribution
- lower dimensional
- input space
- nonlinear dimensionality reduction
- clustering high dimensional data
- complex data
- data analysis
- high dimensional spaces
- low rank
- manifold learning
- variable selection
- small sample size
- linear discriminant analysis
- sparse representation
- input data
- high dimensional datasets
- real world
- dimensional data
- euclidean distance
- knn
- similarity measure
- low dimensional structure