Identification of disease-associated loci using machine learning for genotype and network data integration.
Luis G. LealAlessia DavidMarjo-Riitta JärvelinSylvain SebertMinna MännikköVille KarhunenEleanor SeabyClive J. HoggartMichael J. E. SternbergPublished in: Bioinform. (2019)
Keyphrases
- data integration
- machine learning
- data exchange
- data management
- data model
- data sources
- databases
- data sharing
- biological databases
- query answering
- data warehouse
- data cleaning
- heterogeneous data
- multi source
- data transformation
- query decomposition
- business intelligence
- schema mappings
- biological data
- text classification
- information extraction
- data integration systems
- schema matching
- database systems
- feature selection
- heterogeneous data sources
- data extraction
- genome wide association studies
- data quality
- life sciences
- data sets
- peer to peer
- object oriented
- query rewriting
- structured data
- data from multiple sources
- data analysis
- complex diseases
- decision making
- scientific data management