Detecting concept drift: An information entropy based method using an adaptive sliding window.

Lei Du Qinbao Song Xiaolin Jia

Published in: Intell. Data Anal. (2014)

Keyphrases

sliding window
data streams
concept drift
pairwise
window size
batch learning
input data
classification algorithm
database
data analysis
active learning
classification accuracy
historical data
streaming data
fixed size