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Time series data augmentation method of small sample based on optimized generative adversarial network.

Dongsheng LiuYuting WuDeyan HongSiting Wang
Published in: Concurr. Comput. Pract. Exp. (2022)
Keyphrases
  • small sample
  • machine learning
  • principal components
  • data sets
  • similarity measure
  • computational complexity
  • pairwise
  • model selection
  • unsupervised learning
  • parameter estimation
  • optimization method
  • prior information