Vertical and Horizontal Partitioning in Data Stream Regression Ensembles.
Jean Paul BarddalPublished in: IJCNN (2019)
Keyphrases
- data streams
- sliding window
- regression model
- regression trees
- change detection
- streaming data
- transactional data
- ensemble methods
- continuous queries
- linear regression
- decision trees
- stream data
- tree ensembles
- concept drift
- support vector regression
- ensemble learning
- data distribution
- data stream mining
- regression algorithm
- space efficient
- random forests
- outlier detection
- continuous data streams
- data sets
- distributed data streams
- neural network ensemble
- stream processing
- model selection
- base learners
- itemsets
- regression problems
- regression analysis
- regression method
- data mining
- frequent itemsets
- massive data streams