Association-rules-based data imputation with spark.
Zhaowei QuJianru YanSixing YinPublished in: CCIS (2016)
Keyphrases
- data imputation
- association rules
- missing values
- missing data
- association rule mining
- data mining
- mining association rules
- association mining
- knowledge discovery
- association rules mining
- apriori algorithm
- data mining techniques
- itemsets
- classification rules
- formal concept analysis
- mining of association rules
- rule sets
- mining algorithm
- market basket data
- interestingness measures
- frequent itemsets
- incomplete data
- discovering association rules
- neural network
- discovered rules
- decision trees
- artificial neural networks
- probabilistic model
- nearest neighbor