What is the Intrinsic Dimension of Your Binary Data? - and How to Compute it Quickly.
Tom HanikaTobias HillePublished in: CONCEPTS (2024)
Keyphrases
- feature extraction
- binary data
- intrinsic dimension
- dimension reduction
- high dimensional
- categorical data
- formal concept analysis
- high dimensions
- image classification
- intrinsic dimensionality
- diffusion maps
- continuous data
- face recognition
- pattern recognition
- nearest neighbor
- high dimensional data
- data sets
- noisy data
- cluster analysis
- low dimensional
- similarity search
- high dimensionality
- multi dimensional
- probability distribution
- clustering algorithm