singR: An R Package for Simultaneous Non-Gaussian Component Analysis for Data Integration.
Liangkang WangIrina GaynanovaBenjamin RiskPublished in: R J. (2024)
Keyphrases
- data integration
- component analysis
- blind source separation
- factor analysis
- data sources
- data model
- non stationary
- databases
- independent component analysis
- data exchange
- data warehouse
- data management
- data cleaning
- heterogeneous data
- data transformation
- biological databases
- schema mappings
- heterogeneous data sources
- query answering
- query decomposition
- business intelligence
- schema matching
- pattern recognition
- statistical tests
- matrix factorization
- discriminant analysis
- sparse representation
- biological data
- negative matrix factorization
- decision making
- data sets
- query rewriting
- cluster analysis
- collaborative filtering
- high dimensional data