Online Active Learning for Drifting Data Streams.

Sanmin Liu Shan Xue Jia Wu Chuan Zhou Jian Yang Zhao Li Jie Cao

Published in: IEEE Trans. Neural Networks Learn. Syst. (2023)

Keyphrases

active learning
data streams
concept drift
online learning
learning strategies
batch mode

sliding window
data sets
machine learning
sensor networks
decision trees
itemsets

website
learning algorithm
online communities
mining data streams
pool based active learning
training set

cost sensitive
random sampling
streaming data
continuous queries
stream data
real time