Class proximity measures - Dissimilarity-based classification and display of high-dimensional data.
Ray L. SomorjaiBrion DolenkoAleksander E. NikulinW. RobersonN. ThiessenPublished in: J. Biomed. Informatics (2011)
Keyphrases
- high dimensional data
- dimensionality reduction
- low dimensional
- nearest neighbor
- proximity measures
- high dimensional
- data sets
- high dimensionality
- subspace clustering
- similarity search
- data points
- data analysis
- manifold learning
- dimension reduction
- high dimensional spaces
- lower dimensional
- subspace learning
- dimensional data
- distance measure
- sparse representation
- linear discriminant analysis
- social networks
- input data
- information retrieval
- principal component analysis
- nonlinear dimensionality reduction
- active learning