A Random Decision Tree Ensemble for Mining Concept Drifts from Noisy Data Streams.

Pei-Pei Li Xindong Wu Xuegang Hu Qianhui Liang Yunjun Gao

Published in: Appl. Artif. Intell. (2010)

Keyphrases

noisy data streams
decision trees
concept drift
mining concept drifting data streams
concept drifting
concept drifting data streams
data streams

streaming data
stream data
machine learning
naive bayes
ensemble classifier
classification algorithm
non stationary

noisy data
ensemble methods
random forest
ensemble learning
decision tree algorithm
data mining
training data

data distribution
data stream mining
multi class
drift detection
support vector
frequent itemsets