Ontology highlight
ABSTRACT:
SUBMITTER: Bokde N
PROVIDER: S-EPMC6223181 | biostudies-literature | 2018 Dec
REPOSITORIES: biostudies-literature
Pattern recognition letters 20181201
The Pattern Sequence Forecasting (PSF) algorithm is a previously described algorithm that identifies patterns in time series data and forecasts values using periodic characteristics of the observations. A new method for univariate time series is introduced that modifies the PSF algorithm to simultaneously forecast and backcast missing values for imputation. The imputePSF method extends PSF by characterizing repeating patterns of existing observations to provide a more precise estimate of missing ...[more]