Heuristically repopulated Bayesian ant colony optimization for treating missing values in large databases.
R. Devi PriyaR. SivarajN. Sasi PriyaaPublished in: Knowl. Based Syst. (2017)
Keyphrases
- missing values
- ant colony optimization
- multiple imputation
- metaheuristic
- missing data
- swarm intelligence
- ant colony
- incomplete data
- particle swarm optimization
- aco algorithm
- missing data imputation
- traveling salesman problem
- data imputation
- aco algorithms
- high dimensional data
- ant colonies
- genetic algorithm
- bayesian networks
- ant colony algorithm
- ant colony optimization algorithm
- nature inspired
- particle swarm optimization pso
- missing attribute values
- knowledge discovery
- machine learning
- foraging behavior
- artificial ants
- imputation methods
- association rules
- maximum likelihood
- pattern recognition
- feature space
- data sets
- dimensionality reduction
- optimization problems