Unsupervised multiple kernel learning for heterogeneous data integration.
Jérôme MarietteNathalie Villa-VialaneixPublished in: Bioinform. (2018)
Keyphrases
- data integration
- multiple kernel learning
- heterogeneous data
- heterogeneous data sources
- databases
- data sources
- data model
- linear combination
- data exchange
- kernel learning
- data management
- data warehouse
- unsupervised learning
- semi supervised learning
- feature selection
- semi supervised
- supervised learning
- learning problems
- kernel methods
- kernel function
- multi task
- multiple features
- binary classification
- schema mappings
- learning models
- heterogeneous databases
- machine learning
- learning algorithm
- data sets
- case study
- cost sensitive
- business intelligence
- database
- decision making
- decision trees
- image retrieval