TopoMap: A 0-dimensional Homology Preserving Projection of High-Dimensional Data.
Harish DoraiswamyJulien TiernyPaulo J. S. SilvaLuis Gustavo NonatoCláudio T. SilvaPublished in: CoRR (2020)
Keyphrases
- high dimensional data
- dimensional data
- high dimensional
- dimensionality reduction
- nearest neighbor
- data sets
- low dimensional
- subspace clustering
- data points
- multi dimensional
- high dimensionality
- data analysis
- similarity search
- high dimensions
- dimension reduction
- data distribution
- linear discriminant analysis
- original data
- input space
- high dimensional spaces
- variable selection
- lower dimensional
- high dimensional data sets
- clustering high dimensional data
- text data
- complex data
- manifold learning
- nonlinear dimensionality reduction
- high dimensional datasets
- euclidean distance
- high dimensional feature spaces
- computer vision