Incrementally Optimized Decision Tree for Mining Imperfect Data Streams.
Yang HangSimon FongPublished in: NDT (1) (2012)
Keyphrases
- decision trees
- transactional data
- stream mining
- multiple data streams
- data mining methods
- data streams
- mining algorithm
- continuous data streams
- streaming data
- real time
- naive bayes
- sequential patterns
- data mining
- decision tree construction
- predictive accuracy
- pattern mining
- training data
- sliding window
- event streams
- text mining
- data structure
- machine learning
- information retrieval
- decision tree algorithm
- emerging patterns
- web mining
- decision tree induction
- sequential pattern mining
- learning algorithm
- decision tree learning
- stream processing
- interesting patterns
- training set
- random forest
- ensemble methods
- pattern discovery
- knowledge discovery
- machine learning algorithms
- logistic regression
- classification rules