Classifying Evolving Data Streams Using Dynamic Streaming Random Forests.
Hanady M. AbdulsalamDavid B. SkillicornPatrick MartinPublished in: DEXA (2008)
Keyphrases
- evolving data streams
- random forests
- data streams
- streaming data
- stream clustering
- stream mining
- random forest
- decision trees
- machine learning algorithms
- logistic regression
- ensemble methods
- concept drift
- sliding window
- real time
- data stream mining
- stream processing
- data distribution
- base classifiers
- anomaly detection
- text classification
- reinforcement learning
- bayesian networks
- data sets