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Adaptive regularization for Lasso models in the context of nonstationary data streams.
Ricardo Pio Monti
Christoforos Anagnostopoulos
Giovanni Montana
Published in:
Stat. Anal. Data Min. (2018)
Keyphrases
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non stationary
data streams
random fields
concept drift
autoregressive
adaptive regularization
parameter selection
data sets
sliding window
prior knowledge
probabilistic model
regularization parameter
wavelet transform
frequency domain
variable selection