Building Fine Bayesian Networks Aided by PSO-Based Feature Selection.
María del Carmen ChávezGladys CasasRafael FalcónJorge E. MoreiraRicardo Grau ÁbaloPublished in: MICAI (2007)
Keyphrases
- bayesian networks
- feature selection
- markov blanket
- particle swarm optimization
- text categorization
- naive bayes
- multi class
- feature selection algorithms
- conditional probabilities
- probability distribution
- feature set
- mutual information
- information gain
- learning bayesian networks
- probabilistic model
- support vector machine
- dimensionality reduction
- probabilistic modeling
- multi objective
- support vector
- feature extraction
- conditional independence
- feature subset
- irrelevant features
- graphical models
- probabilistic knowledge
- inference in bayesian networks
- feature weighting
- incomplete data
- neural network
- feature space
- genetic algorithm
- machine learning