Omics data integration in computational biology viewed through the prism of machine learning paradigms.
Aziz FouchéAndrei Yu. ZinovyevPublished in: Frontiers Bioinform. (2023)
Keyphrases
- data integration
- computational biology
- learning paradigms
- machine learning
- data sources
- protein sequences
- molecular biology
- data model
- data exchange
- data management
- databases
- inductive inference
- soft computing
- learning models
- query answering
- data warehouse
- natural language processing
- biological databases
- learning algorithm
- schema mappings
- business intelligence
- database systems
- computational intelligence
- learning tasks
- relational databases
- biological data
- neural network
- query decomposition
- pairwise
- kernel methods
- xml documents
- database