A heterogeneous online learning ensemble for non-stationary environments.
Mobin M. IdreesLeandro L. MinkuFrederic T. StahlAtta BadiiPublished in: Knowl. Based Syst. (2020)
Keyphrases
- online learning
- e learning
- ensemble learning
- ensemble methods
- computer mediated
- higher education
- online course
- active learning
- neural network
- distance education
- training data
- random forests
- blended learning
- random forest
- class imbalance
- practical problems
- real world
- decision trees
- base classifiers
- training set
- heterogeneous data
- learning algorithm
- majority voting
- online algorithms
- pruning algorithm
- neural network ensemble