Ensemble bayesian networks evolved with speciation for high-performance prediction in data mining.
Kyung-Joong KimSung-Bae ChoPublished in: Soft Comput. (2017)
Keyphrases
- bayesian networks
- data mining
- neural network ensemble
- predictive modeling
- data mining methods
- data analysis
- ensemble classifier
- knowledge discovery
- prediction accuracy
- data mining techniques
- data mining algorithms
- structure learning
- probabilistic inference
- prediction model
- learning bayesian networks
- intrusion detection
- graphical models
- probabilistic model
- web mining
- feature selection
- training data
- probabilistic reasoning
- data mining tasks
- conditional independence
- neural network
- conditional probabilities
- prediction algorithm
- inference in bayesian networks
- knowledge discovery in databases
- ensemble learning
- expert knowledge
- clustering algorithm
- cluster analysis
- outlier detection
- training set
- association rules
- decision trees