Machine Learning Approaches to Single-Cell Data Integration and Translation.
Caroline UhlerG. V. ShivashankarPublished in: Proc. IEEE (2022)
Keyphrases
- data integration
- machine learning approaches
- data model
- data sources
- data exchange
- databases
- data management
- machine learning
- machine learning methods
- data transformation
- data warehouse
- query answering
- biological databases
- heterogeneous data
- business intelligence
- data cleaning
- machine learning algorithms
- data sharing
- heterogeneous data sources
- schema mappings
- query decomposition
- data extraction
- data from multiple sources
- database schema
- information systems
- object oriented
- desirable properties
- query rewriting
- data integration systems
- scientific data management
- decision makers
- data mining methods
- schema matching
- query language
- decision support system
- decision support