FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W4315570811> ?p ?o ?g. }

• W4315570811 endingPage "809" @default.
• W4315570811 startingPage "809" @default.
• W4315570811 abstract "Time series forecasting is a very vital research topic. The scale of time series in numerous industries has risen considerably in recent years as a result of the advancement of information technology. However, the existing algorithms pay little attention to generating large-scale time series. This article designs a state causality and adaptive covariance decomposition-based time series forecasting method (SCACD). As an observation sequence, the majority of time series is generated under the influence of hidden states. First, SCACD builds neural networks to adaptively estimate the mean and covariance matrix of latent variables; Then, SCACD employs causal convolution to forecast the distribution of future latent variables; Lastly, to avoid loss of information, SCACD applies a sampling approach based on Cholesky decomposition to generate latent variables and observation sequences. Compared to existing outstanding time series prediction models on six real datasets, the model can achieve long-term forecasting while also being lighter, and the forecasting accuracy is improved in the great majority of the prediction tasks." @default.
• W4315570811 created "2023-01-11" @default.
• W4315570811 creator A5010711217 @default.
• W4315570811 creator A5028847938 @default.
• W4315570811 creator A5042713722 @default.
• W4315570811 creator A5055548439 @default.
• W4315570811 creator A5064009238 @default.
• W4315570811 creator A5069613694 @default.
• W4315570811 creator A5072038918 @default.
• W4315570811 date "2023-01-10" @default.
• W4315570811 modified "2023-09-26" @default.
• W4315570811 title "State Causality and Adaptive Covariance Decomposition Based Time Series Forecasting" @default.
• W4315570811 cites W1964585049 @default.
• W4315570811 cites W2015017235 @default.
• W4315570811 cites W2032166038 @default.
• W4315570811 cites W2064675550 @default.
• W4315570811 cites W2098148222 @default.
• W4315570811 cites W2133160602 @default.
• W4315570811 cites W2166304961 @default.
• W4315570811 cites W2592939477 @default.
• W4315570811 cites W2597242268 @default.
• W4315570811 cites W2604847698 @default.
• W4315570811 cites W2946814902 @default.
• W4315570811 cites W2962850830 @default.
• W4315570811 cites W2980994438 @default.
• W4315570811 cites W3012163408 @default.
• W4315570811 cites W3135538970 @default.
• W4315570811 cites W3154823968 @default.
• W4315570811 cites W3175600543 @default.
• W4315570811 doi "https://doi.org/10.3390/s23020809" @default.
• W4315570811 hasPubMedId "https://pubmed.ncbi.nlm.nih.gov/36679604" @default.
• W4315570811 hasPublicationYear "2023" @default.
• W4315570811 type Work @default.
• W4315570811 citedByCount "0" @default.
• W4315570811 crossrefType "journal-article" @default.
• W4315570811 hasAuthorship W4315570811A5010711217 @default.
• W4315570811 hasAuthorship W4315570811A5028847938 @default.
• W4315570811 hasAuthorship W4315570811A5042713722 @default.
• W4315570811 hasAuthorship W4315570811A5055548439 @default.
• W4315570811 hasAuthorship W4315570811A5064009238 @default.
• W4315570811 hasAuthorship W4315570811A5069613694 @default.
• W4315570811 hasAuthorship W4315570811A5072038918 @default.
• W4315570811 hasBestOaLocation W43155708111 @default.
• W4315570811 hasConcept C105795698 @default.
• W4315570811 hasConcept C11413529 @default.
• W4315570811 hasConcept C119857082 @default.
• W4315570811 hasConcept C121332964 @default.
• W4315570811 hasConcept C124101348 @default.
• W4315570811 hasConcept C143724316 @default.
• W4315570811 hasConcept C149782125 @default.
• W4315570811 hasConcept C151406439 @default.
• W4315570811 hasConcept C151730666 @default.
• W4315570811 hasConcept C154945302 @default.
• W4315570811 hasConcept C158693339 @default.
• W4315570811 hasConcept C178650346 @default.
• W4315570811 hasConcept C185142706 @default.
• W4315570811 hasConcept C33923547 @default.
• W4315570811 hasConcept C34727166 @default.
• W4315570811 hasConcept C41008148 @default.
• W4315570811 hasConcept C51167844 @default.
• W4315570811 hasConcept C62520636 @default.
• W4315570811 hasConcept C64357122 @default.
• W4315570811 hasConcept C86803240 @default.
• W4315570811 hasConceptScore W4315570811C105795698 @default.
• W4315570811 hasConceptScore W4315570811C11413529 @default.
• W4315570811 hasConceptScore W4315570811C119857082 @default.
• W4315570811 hasConceptScore W4315570811C121332964 @default.
• W4315570811 hasConceptScore W4315570811C124101348 @default.
• W4315570811 hasConceptScore W4315570811C143724316 @default.
• W4315570811 hasConceptScore W4315570811C149782125 @default.
• W4315570811 hasConceptScore W4315570811C151406439 @default.
• W4315570811 hasConceptScore W4315570811C151730666 @default.
• W4315570811 hasConceptScore W4315570811C154945302 @default.
• W4315570811 hasConceptScore W4315570811C158693339 @default.
• W4315570811 hasConceptScore W4315570811C178650346 @default.
• W4315570811 hasConceptScore W4315570811C185142706 @default.
• W4315570811 hasConceptScore W4315570811C33923547 @default.
• W4315570811 hasConceptScore W4315570811C34727166 @default.
• W4315570811 hasConceptScore W4315570811C41008148 @default.
• W4315570811 hasConceptScore W4315570811C51167844 @default.
• W4315570811 hasConceptScore W4315570811C62520636 @default.
• W4315570811 hasConceptScore W4315570811C64357122 @default.
• W4315570811 hasConceptScore W4315570811C86803240 @default.
• W4315570811 hasFunder F4320321001 @default.
• W4315570811 hasIssue "2" @default.
• W4315570811 hasLocation W43155708111 @default.
• W4315570811 hasLocation W43155708112 @default.
• W4315570811 hasLocation W43155708113 @default.
• W4315570811 hasOpenAccess W4315570811 @default.
• W4315570811 hasPrimaryLocation W43155708111 @default.
• W4315570811 hasRelatedWork W1561366597 @default.
• W4315570811 hasRelatedWork W2002443630 @default.
• W4315570811 hasRelatedWork W2128928707 @default.
• W4315570811 hasRelatedWork W2140339747 @default.
• W4315570811 hasRelatedWork W2377009812 @default.
• W4315570811 hasRelatedWork W3033149838 @default.
• W4315570811 hasRelatedWork W3144537598 @default.
• W4315570811 hasRelatedWork W3165053335 @default.

• next