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A Segment-Based Drift Adaptation Method for Data Streams.
Yiliao Song
Jie Lu
Anjin Liu
Haiyan Lu
Guangquan Zhang
Published in:
IEEE Trans. Neural Networks Learn. Syst. (2022)
Keyphrases
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data streams
significant improvement
detection method
classification method
preprocessing
high accuracy
data sets
probabilistic model
synthetic data
computational cost
dynamic programming
support vector machine
sensor networks
clustering method
pairwise
sliding window
decision trees