Mining multi-dimensional concept-drifting data streams using Bayesian network classifiers.
Hanen BorchaniPedro LarrañagaJoão GamaConcha BielzaPublished in: Intell. Data Anal. (2016)
Keyphrases
- bayesian network classifiers
- multi dimensional
- concept drifting data streams
- sequential patterns
- bayesian networks
- structure learning
- naive bayes
- decision trees
- discriminative learning
- classification accuracy
- knn
- benchmark data sets
- data mining
- k nearest neighbor
- naive bayes classifier
- natural language processing
- markov random field
- data sets
- index structure
- knowledge discovery
- concept drift
- classifier ensemble