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A Probabilistic Framework for Adapting to Changing and Recurring Concepts in Data Streams.
Ben Halstead
Yun Sing Koh
Patricia Riddle
Mykola Pechenizkiy
Albert Bifet
Published in:
DSAA (2022)
Keyphrases
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data streams
probabilistic model
main contribution
database
data sets
machine learning
lightweight
concept drift
decision trees
bayesian networks
knowledge representation
itemsets
inference process
probabilistic formulation
data stream classification