FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W3188373407> ?p ?o ?g. }

• W3188373407 endingPage "5419" @default.
• W3188373407 startingPage "5409" @default.
• W3188373407 abstract "A cornerstone of the worldwide transition to smart grids are smart meters. Smart meters typically collect and provide energy time series that are vital for various applications, such as grid simulations, fault-detection, load forecasting, load analysis, and load management. Unfortunately, these time series are often characterized by missing values that must be handled before the data can be used. A common approach to handle missing values in time series is imputation. However, existing imputation methods are designed for power time series and do not take into account the total energy of gaps, resulting in jumps or constant shifts when imputing energy time series. In order to overcome these issues, the present paper introduces the new Copy-Paste Imputation (CPI) method for energy time series. The CPI method copies data blocks with similar properties and pastes them into gaps of the time series while preserving the total energy of each gap. The new method is evaluated on a real-world dataset that contains six shares of artificially inserted missing values between 1 and 30%. It outperforms by far the three benchmark imputation methods selected for comparison. The comparison furthermore shows that the CPI method uses matching patterns and preserves the total energy of each gap while requiring only a moderate run-time." @default.
• W3188373407 created "2021-08-16" @default.
• W3188373407 creator A5001459055 @default.
• W3188373407 creator A5004036457 @default.
• W3188373407 creator A5014228448 @default.
• W3188373407 creator A5035597795 @default.
• W3188373407 creator A5039985302 @default.
• W3188373407 creator A5072839884 @default.
• W3188373407 date "2021-11-01" @default.
• W3188373407 modified "2023-10-14" @default.
• W3188373407 title "Data-Driven Copy-Paste Imputation for Energy Time Series" @default.
• W3188373407 cites W2018093091 @default.
• W3188373407 cites W2028788479 @default.
• W3188373407 cites W2066124313 @default.
• W3188373407 cites W2294973828 @default.
• W3188373407 cites W2552500151 @default.
• W3188373407 cites W2565250314 @default.
• W3188373407 cites W2581973374 @default.
• W3188373407 cites W2747599906 @default.
• W3188373407 cites W2769879186 @default.
• W3188373407 cites W2775056555 @default.
• W3188373407 cites W2786918196 @default.
• W3188373407 cites W2892452712 @default.
• W3188373407 cites W2912843585 @default.
• W3188373407 cites W3006201149 @default.
• W3188373407 cites W3035804363 @default.
• W3188373407 cites W3036926095 @default.
• W3188373407 cites W3092143050 @default.
• W3188373407 cites W3100984971 @default.
• W3188373407 cites W3106194946 @default.
• W3188373407 doi "https://doi.org/10.1109/tsg.2021.3101831" @default.
• W3188373407 hasPublicationYear "2021" @default.
• W3188373407 type Work @default.
• W3188373407 sameAs 3188373407 @default.
• W3188373407 citedByCount "14" @default.
• W3188373407 countsByYear W31883734072021 @default.
• W3188373407 countsByYear W31883734072022 @default.
• W3188373407 countsByYear W31883734072023 @default.
• W3188373407 crossrefType "journal-article" @default.
• W3188373407 hasAuthorship W3188373407A5001459055 @default.
• W3188373407 hasAuthorship W3188373407A5004036457 @default.
• W3188373407 hasAuthorship W3188373407A5014228448 @default.
• W3188373407 hasAuthorship W3188373407A5035597795 @default.
• W3188373407 hasAuthorship W3188373407A5039985302 @default.
• W3188373407 hasAuthorship W3188373407A5072839884 @default.
• W3188373407 hasBestOaLocation W31883734071 @default.
• W3188373407 hasConcept C10558101 @default.
• W3188373407 hasConcept C119599485 @default.
• W3188373407 hasConcept C119857082 @default.
• W3188373407 hasConcept C124101348 @default.
• W3188373407 hasConcept C127413603 @default.
• W3188373407 hasConcept C13280743 @default.
• W3188373407 hasConcept C143724316 @default.
• W3188373407 hasConcept C151406439 @default.
• W3188373407 hasConcept C151730666 @default.
• W3188373407 hasConcept C185798385 @default.
• W3188373407 hasConcept C205649164 @default.
• W3188373407 hasConcept C41008148 @default.
• W3188373407 hasConcept C58041806 @default.
• W3188373407 hasConcept C79403827 @default.
• W3188373407 hasConcept C86803240 @default.
• W3188373407 hasConcept C9357733 @default.
• W3188373407 hasConceptScore W3188373407C10558101 @default.
• W3188373407 hasConceptScore W3188373407C119599485 @default.
• W3188373407 hasConceptScore W3188373407C119857082 @default.
• W3188373407 hasConceptScore W3188373407C124101348 @default.
• W3188373407 hasConceptScore W3188373407C127413603 @default.
• W3188373407 hasConceptScore W3188373407C13280743 @default.
• W3188373407 hasConceptScore W3188373407C143724316 @default.
• W3188373407 hasConceptScore W3188373407C151406439 @default.
• W3188373407 hasConceptScore W3188373407C151730666 @default.
• W3188373407 hasConceptScore W3188373407C185798385 @default.
• W3188373407 hasConceptScore W3188373407C205649164 @default.
• W3188373407 hasConceptScore W3188373407C41008148 @default.
• W3188373407 hasConceptScore W3188373407C58041806 @default.
• W3188373407 hasConceptScore W3188373407C79403827 @default.
• W3188373407 hasConceptScore W3188373407C86803240 @default.
• W3188373407 hasConceptScore W3188373407C9357733 @default.
• W3188373407 hasFunder F4320325698 @default.
• W3188373407 hasIssue "6" @default.
• W3188373407 hasLocation W31883734071 @default.
• W3188373407 hasLocation W31883734072 @default.
• W3188373407 hasLocation W31883734073 @default.
• W3188373407 hasLocation W31883734074 @default.
• W3188373407 hasOpenAccess W3188373407 @default.
• W3188373407 hasPrimaryLocation W31883734071 @default.
• W3188373407 hasRelatedWork W1574575415 @default.
• W3188373407 hasRelatedWork W2024529227 @default.
• W3188373407 hasRelatedWork W2081476516 @default.
• W3188373407 hasRelatedWork W2181530120 @default.
• W3188373407 hasRelatedWork W2581984549 @default.
• W3188373407 hasRelatedWork W3028371478 @default.
• W3188373407 hasRelatedWork W3144172081 @default.
• W3188373407 hasRelatedWork W3179858851 @default.
• W3188373407 hasRelatedWork W4211215373 @default.
• W3188373407 hasRelatedWork W3123177881 @default.
• W3188373407 hasVolume "12" @default.
• W3188373407 isParatext "false" @default.

• next