Time series (re)sampling using Generative Adversarial Networks.
Christian M. DahlEmil N. SørensenPublished in: Neural Networks (2022)
Keyphrases
- social networks
- random sampling
- generative model
- sample size
- data driven
- complex networks
- non stationary
- monte carlo
- computer networks
- network design
- moving average
- data sets
- network size
- sampling strategy
- multivariate time series
- cellular networks
- sampling algorithm
- network structure
- short term
- probabilistic model
- active learning