A two-tiered unsupervised clustering approach for drug repositioning through heterogeneous data integration.
Pathima Nusrath HameedKarin VerspoorSnezana KusljicSaman K. HalgamugePublished in: BMC Bioinform. (2018)
Keyphrases
- data integration
- unsupervised clustering
- heterogeneous data
- supervised classification
- heterogeneous data sources
- databases
- data sources
- data model
- data exchange
- k means
- image segmentation
- clustering method
- data management
- query answering
- clustering algorithm
- data warehouse
- data cleaning
- biological databases
- business intelligence
- spectral clustering
- fuzzy c means
- query decomposition
- heterogeneous databases
- data clustering
- pairwise constraints
- image processing
- e learning
- machine learning
- document clustering
- wordnet
- decision making
- learning algorithm