Randomized Functional Sparse Tucker Tensor for Compression and Fast Visualization of Scientific Data.
Prashant RaiHemanth KollaLewis CannadaAlex A. GorodetskyPublished in: CoRR (2019)
Keyphrases
- scientific data
- tensor decomposition
- tensor factorization
- bitmap indices
- bitmap indexes
- data representation
- high order
- data management
- auxiliary information
- image compression
- scientific data sets
- scientific information
- matrix factorization
- hierarchical data
- high energy physics
- data collection
- massive amounts of data
- scientific databases
- life sciences
- data analysis
- compression scheme
- negative matrix factorization
- scientific data management
- compression algorithm
- scientific workflows
- scientific disciplines
- data compression
- biological pathways
- collaborative filtering
- database systems
- evaluation campaigns
- high dimensional
- molecular dynamics
- compression ratio
- dimensionality reduction
- sparse representation
- association patterns
- tag recommendation
- data sets
- climate data
- low rank
- data visualization