Uncovering interpretable relationships in high-dimensional scientific data through function preserving projections.
Shusen LiuRushil AnirudhJayaraman J. ThiagarajanPeer-Timo BremerPublished in: Mach. Learn. Sci. Technol. (2020)
Keyphrases
- scientific data
- high dimensional
- temporal relationships
- data management
- scientific databases
- scientific data sets
- data collection
- massive amounts of data
- life sciences
- hierarchical data
- biological pathways
- dimensionality reduction
- high energy physics
- association patterns
- scientific disciplines
- scientific information
- molecular dynamics
- bitmap indices
- nearest neighbor
- geographically distributed
- data sets
- drug discovery
- gene expression data
- water resources
- scientific workflows
- database systems
- real world