« Imputation des séries chronologiques » : différence entre les versions
(Page créée avec « == en construction == == Définition == XXXXXX Voir aussi '''données spatio-temporelles''', '''prévision des séries chronologiques''', '''série chronologique''' et '''Time Series Generation''' == Français == ''' XXXXX''' == Anglais == ''' Time Series Imputation''' ''' Time-Series Imputation''' ''Time series imputation aims to fill in the missing values in incomplete time series data.'' == Source == [https://arxiv.org/abs/2011.11347v1... ») |
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''' Time-Series Imputation''' | ''' Time-Series Imputation''' | ||
''Time | ''Time Series Imputation is a process which aims to fil in the missing values in incomplete time series data. These missing values can have a negative impact on accuracy and forecasting since it makes the inference and conclusion vulnerable in future generalization. The challenge of missing values can occur for several reason, like sensor failures or human errors.'' | ||
''There exists several methods of time series imputation classified in three main classes: deletion methods, traditional methods and learning based methods.'' | |||
== Source == | == Source == | ||
Version du 15 novembre 2024 à 16:55
en construction
Définition
XXXXXX
Voir aussi données spatio-temporelles, prévision des séries chronologiques, série chronologique et Time Series Generation
Français
XXXXX
Anglais
Time Series Imputation
Time-Series Imputation
Time Series Imputation is a process which aims to fil in the missing values in incomplete time series data. These missing values can have a negative impact on accuracy and forecasting since it makes the inference and conclusion vulnerable in future generalization. The challenge of missing values can occur for several reason, like sensor failures or human errors.
There exists several methods of time series imputation classified in three main classes: deletion methods, traditional methods and learning based methods.
Source
