Combining Hierarchical Inference in Ontologies with Heterogeneous Data Sources Improves Gene Function Prediction.
Xiaoyu JiangNaoki NariaiMartin SteffenSimon KasifDavid GoldEric D. KolaczykPublished in: BIBM (2008)
Keyphrases
- heterogeneous data sources
- semantic integration
- semantic heterogeneity
- gene function prediction
- data integration
- data sources
- heterogeneous data
- variable selection
- genome wide
- databases
- multilabel classification
- structure learning
- microarray data
- microarray classification
- multi label classification
- relational databases
- web services
- bayesian networks
- multi label
- semantic web
- information sources
- gene function
- bayesian inference
- data management
- instance based learning
- semantic relations
- domain ontology
- machine learning