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TCDformer: A transformer framework for non-stationary time series forecasting based on trend and change-point detection.
Jiashan Wan
Na Xia
Yutao Yin
Xulei Pan
Jin Hu
Jun Yi
Published in:
Neural Networks (2024)
Keyphrases
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non stationary
change point detection
high dimensional time series
change point
outlier detection
sequential data
singular spectrum analysis
databases
artificial neural networks
hidden markov models
normalized maximum likelihood
neural network
multiscale
autoregressive
adaptive algorithms