Imbalanced target prediction with pattern discovery on clinical data repositories.
Tak-Ming ChanYuxi LiChoo Chiap ChiauJane ZhuJie JiangYong HuoPublished in: BMC Medical Informatics Decis. Mak. (2017)
Keyphrases
- pattern discovery
- data repositories
- data mining
- pattern mining
- association rule mining
- recursive partitioning
- data analysis
- frequently occurring
- recurring patterns
- discovering patterns
- data sources
- interesting patterns
- back end
- sequential patterns
- metadata
- temporal patterns
- rule discovery
- temporal data mining
- web data
- pattern extraction
- databases
- text mining
- data model
- information retrieval
- scientific data
- machine learning
- distributed systems
- motif discovery
- sensor networks
- relational databases
- preprocessing
- database systems