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Neural networks generative models for time series:

Gatta, Federico ; Giampaolo, Fabio ; Prezioso, Edoardo...
Journal of King Saud University - Computer and Information Sciences.  34 (2022)  10 - p. 7920-7939 , 2022
Link: https://doi.org/10.1016/j.jksuci.2022.07.010