An adaptive regression tree for non-stationary data streams.
Ameneh GholipourMohammad Javad HosseiniHamid BeigyPublished in: SAC (2013)
Keyphrases
- non stationary
- regression trees
- data streams
- concept drift
- regression model
- sliding window
- random forests
- linear model
- regression problems
- decision trees
- linear regression
- conditional random fields
- data sets
- linear models
- empirical mode decomposition
- predictive model
- hidden markov models
- historical data
- random forest
- decision rules
- learning rules
- logistic regression
- machine learning
- data mining