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Concept drift adaptation with scarce labels: A novel approach based on diffusion and adversarial learning.
Liheng Yuan
Fanghua Ye
Wei Zhou
Wei Yuan
Xinge You
Published in:
Eng. Appl. Artif. Intell. (2024)
Keyphrases
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concept drift
batch learning
drifting concepts
learning algorithm
data streams
reinforcement learning
prior knowledge
active learning
learning process
high resolution
small number
semi supervised learning
class labels
data distribution
change detection
learning tasks
previously unseen
data mining