A Double-Window-Based Classification Algorithm for Concept Drifting Data Streams.

Qun Zhu Xuegang Hu Yuhong Zhang Pei-Pei Li Xindong Wu

Published in: GrC (2010)

Keyphrases

classification algorithm
concept drifting data streams
classifier ensemble
concept drift
drift detection
k nearest neighbor

streaming data
training set
support vector machine
naive bayes
decision trees
knn

class labels
classification rules
learning algorithm
data sets
prediction accuracy

pairwise
clustering algorithm
machine learning algorithms
training data
information retrieval