Graph Neural Networks for Multimodal Single-Cell Data Integration.
Hongzhi WenJiayuan DingWei JinYiqi WangYuying XieJiliang TangPublished in: KDD (2022)
Keyphrases
- data integration
- neural network
- data sources
- databases
- data management
- data model
- data warehouse
- query answering
- data exchange
- data cleaning
- data sharing
- data transformation
- query decomposition
- heterogeneous data
- data extraction
- business intelligence
- structured data
- data integration systems
- database schema
- heterogeneous data sources
- biological databases
- data warehousing
- data sets
- scientific data management
- case study
- database integration
- association rules
- graph databases
- biological data
- decision support system
- dimensionality reduction
- query language
- query rewriting
- relational databases
- np complete
- database systems
- global schema
- data from multiple sources
- schema mappings