« Time Series Generation » : différence entre les versions
(Page créée avec « == en construction == == Définition == XXXXXX Voir aussi '''données spatio-temporelles''', '''prédiction des données chronologiques''', '''série chronologique''' et '''Time Series Imputation''' == Français == ''' XXXXX''' == Anglais == ''' Time Series Generation''' ''' Time-Series Generation''' ''' TSG''' ''Time series generation refers to the process of creating synthetic data that resembles the real-world time series.'' == Source... ») |
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''Time | ''Time Series Generation is a process that creates and synthesizes data that accurately mirrors real-world time series and its efficiency hinges on having large training data sets. It also requires the learning of underlaying patterns and trends from the past information since time series data is characterized by its temporal dependencies.'' | ||
''Several methods for TSG exist such as VAE and GAN.'' | |||
== Source == | == Source == | ||
Dernière version du 15 novembre 2024 à 16:44
en construction
Définition
XXXXXX
Voir aussi données spatio-temporelles, prédiction des données chronologiques, série chronologique et Time Series Imputation
Français
XXXXX
Anglais
Time Series Generation
Time-Series Generation
TSG
Time Series Generation is a process that creates and synthesizes data that accurately mirrors real-world time series and its efficiency hinges on having large training data sets. It also requires the learning of underlaying patterns and trends from the past information since time series data is characterized by its temporal dependencies.
Several methods for TSG exist such as VAE and GAN.
Source
Contributeurs: Arianne
