Online tree-based ensembles and option trees for regression on evolving data streams.

Elena Ikonomovska João Gama Saso Dzeroski

Published in: Neurocomputing (2015)

Keyphrases

evolving data streams
random forests
tree ensembles
stream clustering
regression trees
decision trees
data streams
ensemble methods
concept drift
random forest
logistic regression
streaming data
stream mining
real time
data clustering
k nearest neighbor
knn