A dynamic and on-line ensemble regression for changing environments

作者：

Highlights：

• Dynamic regression ensemble for on-line prediction.

• Ensemble for changing environments.

• Strategies for dealing with concept drifts.

• Ensemble pruning strategies.

摘要

•Dynamic regression ensemble for on-line prediction.•Ensemble for changing environments.•Strategies for dealing with concept drifts.•Ensemble pruning strategies.

论文关键词：Ensemble learning,Learning in changing environments,Regression,Concept drift

论文评审过程：Available online 3 December 2014.

论文官网地址：https://doi.org/10.1016/j.eswa.2014.11.053