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On learning guarantees to unsupervised concept drift detection on data streams.
Rodrigo Fernandes de Mello
Yule Vaz
Carlos Henrique Grossi Ferreira
Albert Bifet
Published in:
Expert Syst. Appl. (2019)
Keyphrases
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data streams
supervised learning
drift detection
learning process
learning algorithm
concept drift
knowledge acquisition
unsupervised learning
sliding window
learning tasks
knowledge transfer
previously unseen
data sets
dynamical systems
data structure
reinforcement learning
drifting concepts