Compressed k-Nearest Neighbors Ensembles for Evolving Data Streams.
Maroua BahriAlbert BifetSilviu ManiuRodrigo Fernandes de MelloNikolaos TziortziotisPublished in: ECAI (2020)
Keyphrases
- k nearest neighbor
- evolving data streams
- random forests
- knn
- nearest neighbor
- data streams
- ensemble methods
- stream mining
- streaming data
- random forest
- decision trees
- classification algorithm
- logistic regression
- support vector machine
- concept drift
- neural network
- data structure
- data stream mining
- text classification
- knn classifier
- feature selection
- text categorization
- k nearest
- base classifiers
- distance function
- benchmark datasets
- machine learning algorithms