Development and validation of data quality rules in administrative health data using association rule mining.
Mingkai PengSangmin LeeAdam G. D'SouzaChelsea T. A. DoktorchikHude QuanPublished in: BMC Medical Informatics Decis. Mak. (2020)
Keyphrases
- association rule mining
- data quality
- associative classification
- association rules
- health data
- rule mining
- privacy preservation
- discovered association rules
- data mining techniques
- interestingness measures
- data mining
- interesting rules
- associative classifiers
- knowledge discovery
- quality indicators
- pattern discovery
- mining association rules
- positive and negative association rules
- itemsets
- classification rules
- health care
- data warehouse
- information systems
- apriori algorithm
- highly competitive
- frequent itemsets
- frequent itemset mining
- rule discovery
- e government
- data privacy
- rule sets
- electronic health records
- data analysis
- databases