Rule Set Complexity in Mining Incomplete Data Using Global and Saturated Probabilistic Approximations.
Patrick G. ClarkJerzy W. Grzymala-BusseTeresa MroczekRafal NiemiecPublished in: ICIST (2019)
Keyphrases
- incomplete data
- rule sets
- bayesian networks
- rule generation
- missing data
- learning bayesian networks
- data mining algorithms
- missing values
- association rules
- classification rules
- error rate
- incomplete data sets
- discovered rules
- text mining
- probabilistic model
- decision rules
- knowledge discovery
- fuzzy rules
- decision trees
- frequent itemsets
- rough set theory
- em algorithm
- data mining
- neural network
- redundant rules
- itemsets
- preprocessing
- evolutionary algorithm
- computer vision
- genetic algorithm
- membership functions
- image data