Complexity of Rule Sets in Mining Incomplete Data Using Characteristic Sets and Generalized Maximal Consistent Blocks.
Patrick G. ClarkCheng GaoJerzy W. Grzymala-BusseTeresa MroczekRafal NiemiecPublished in: HAIS (2018)
Keyphrases
- incomplete data
- rule sets
- rule generation
- learning bayesian networks
- data mining algorithms
- missing data
- error rate
- missing values
- rule learning
- incomplete data sets
- bayesian networks
- decision rules
- classification rules
- decision trees
- em algorithm
- rough set theory
- itemsets
- text mining
- association rules
- data mining
- fuzzy rules
- membership functions
- data mining techniques
- rough sets
- knowledge discovery
- computer vision