Parallel Hoeffding Decision Tree for Streaming Data.
Piotr CalMichal WozniakPublished in: DCAI (2013)
Keyphrases
- streaming data
- decision tree construction
- decision trees
- data streams
- sliding window
- concept drift
- data distribution
- concept drifting data streams
- evolving data streams
- data stream mining
- anomaly detection
- massive data streams
- logistic regression
- machine learning
- meta learning
- training data
- incoming data
- naive bayes
- continuous queries
- stream mining
- management system
- stream processing
- database systems
- learning algorithm
- streaming time series
- database