Regression trees for streaming data with local performance guarantees.
Ulf JohanssonCecilia SönströdHenrik LinussonHenrik BoströmPublished in: IEEE BigData (2014)
Keyphrases
- streaming data
- regression trees
- data streams
- concept drift
- regression model
- random forests
- decision trees
- sliding window
- regression problems
- anomaly detection
- data distribution
- linear model
- linear models
- linear regression
- conditional random fields
- decision rules
- learning rules
- predictive model
- neural network
- pattern recognition
- machine learning
- data mining techniques
- least squares
- hidden markov models
- data mining