Similarity-driven multi-view embeddings from high-dimensional biomedical data.
Brian B. AvantsNicholas J. TustisonJames R. StonePublished in: Nat. Comput. Sci. (2021)
Keyphrases
- multi view
- biomedical data
- high dimensional
- low dimensional
- knowledge driven
- single view
- dimensionality reduction
- multiple views
- data mining methods
- high dimensional data
- three dimensional
- distance measure
- depth map
- manifold learning
- d objects
- similarity measure
- semi supervised
- multi source
- life sciences
- systems biology
- data mining and knowledge discovery
- multi view learning
- data points
- distance function
- nearest neighbor
- viewpoint
- data mining technology
- data sets
- similarity search
- feature space
- high dimensionality
- gene expression data
- text mining
- learning environment
- feature selection
- small sample size
- computer vision