Matches in SemOpenAlex for { <https://semopenalex.org/work/W4367000551> ?p ?o ?g. }
Showing items 1 to 63 of
63
with 100 items per page.
- W4367000551 abstract "Data scarcity and discontinuity are common occurrences in the healthcare and epidemiological dataset and often need help in forming an educative decision and forecasting the upcoming scenario. Often, these data are stored as monthly/yearly aggregate where the prevalent forecasting tools like Autoregressive Integrated Moving Average (ARIMA), Seasonal Autoregressive Integrated Moving Average (SARIMA), and TBATS often fail to provide satisfactory results. Artificial data synthesis methods have been proven to be a powerful tool for tackling these challenges. The paper aims to propose a downscaling data algorithm based on the underlying distribution. Our findings show that the synthesized data is in agreement with the original data in terms of trend, seasonality, and residuals, and the synthesized data provides a stable foothold for the forecasting tools to generate a much more accurate forecast of the situation." @default.
- W4367000551 created "2023-04-27" @default.
- W4367000551 creator A5008954589 @default.
- W4367000551 creator A5013843656 @default.
- W4367000551 date "2023-03-25" @default.
- W4367000551 modified "2023-09-26" @default.
- W4367000551 title "Downscaling Epidemiological Time Series Data for Improving Forecasting Accuracy: An Algorithmic Approach" @default.
- W4367000551 doi "https://doi.org/10.48550/arxiv.2304.12305" @default.
- W4367000551 hasPublicationYear "2023" @default.
- W4367000551 type Work @default.
- W4367000551 citedByCount "0" @default.
- W4367000551 crossrefType "posted-content" @default.
- W4367000551 hasAuthorship W4367000551A5008954589 @default.
- W4367000551 hasAuthorship W4367000551A5013843656 @default.
- W4367000551 hasBestOaLocation W43670005511 @default.
- W4367000551 hasConcept C107054158 @default.
- W4367000551 hasConcept C119857082 @default.
- W4367000551 hasConcept C124101348 @default.
- W4367000551 hasConcept C125403950 @default.
- W4367000551 hasConcept C134306372 @default.
- W4367000551 hasConcept C149782125 @default.
- W4367000551 hasConcept C151406439 @default.
- W4367000551 hasConcept C153294291 @default.
- W4367000551 hasConcept C159877910 @default.
- W4367000551 hasConcept C169446498 @default.
- W4367000551 hasConcept C182365436 @default.
- W4367000551 hasConcept C205649164 @default.
- W4367000551 hasConcept C24338571 @default.
- W4367000551 hasConcept C33923547 @default.
- W4367000551 hasConcept C41008148 @default.
- W4367000551 hasConcept C41156917 @default.
- W4367000551 hasConceptScore W4367000551C107054158 @default.
- W4367000551 hasConceptScore W4367000551C119857082 @default.
- W4367000551 hasConceptScore W4367000551C124101348 @default.
- W4367000551 hasConceptScore W4367000551C125403950 @default.
- W4367000551 hasConceptScore W4367000551C134306372 @default.
- W4367000551 hasConceptScore W4367000551C149782125 @default.
- W4367000551 hasConceptScore W4367000551C151406439 @default.
- W4367000551 hasConceptScore W4367000551C153294291 @default.
- W4367000551 hasConceptScore W4367000551C159877910 @default.
- W4367000551 hasConceptScore W4367000551C169446498 @default.
- W4367000551 hasConceptScore W4367000551C182365436 @default.
- W4367000551 hasConceptScore W4367000551C205649164 @default.
- W4367000551 hasConceptScore W4367000551C24338571 @default.
- W4367000551 hasConceptScore W4367000551C33923547 @default.
- W4367000551 hasConceptScore W4367000551C41008148 @default.
- W4367000551 hasConceptScore W4367000551C41156917 @default.
- W4367000551 hasLocation W43670005511 @default.
- W4367000551 hasOpenAccess W4367000551 @default.
- W4367000551 hasPrimaryLocation W43670005511 @default.
- W4367000551 hasRelatedWork W2010914423 @default.
- W4367000551 hasRelatedWork W2050718917 @default.
- W4367000551 hasRelatedWork W2198119160 @default.
- W4367000551 hasRelatedWork W2322314873 @default.
- W4367000551 hasRelatedWork W2580507668 @default.
- W4367000551 hasRelatedWork W2884067522 @default.
- W4367000551 hasRelatedWork W3124964442 @default.
- W4367000551 hasRelatedWork W3137720359 @default.
- W4367000551 hasRelatedWork W3152330453 @default.
- W4367000551 hasRelatedWork W602745269 @default.
- W4367000551 isParatext "false" @default.
- W4367000551 isRetracted "false" @default.
- W4367000551 workType "article" @default.