Adaptive Random Forests with Resampling for Imbalanced data Streams.
Luis Eduardo Boiko FerreiraHeitor Murilo GomesAlbert BifetLuiz S. OliveiraPublished in: IJCNN (2019)
Keyphrases
- random forests
- data streams
- evolving data streams
- random forest
- decision trees
- logistic regression
- ensemble methods
- machine learning algorithms
- sliding window
- streaming data
- tree ensembles
- decision tree ensembles
- randomized trees
- concept drift
- neural network
- image processing
- genetic algorithm
- machine learning
- data sets