Matches in SemOpenAlex for { <https://semopenalex.org/work/W4384346149> ?p ?o ?g. }
Showing items 1 to 65 of
65
with 100 items per page.
- W4384346149 endingPage "32" @default.
- W4384346149 startingPage "15" @default.
- W4384346149 abstract "Value streams are attributed graphs used for modeling and simulating production processes. We suggest a machine learning-based approach to identify and repair modeling errors in value streams, specifically incorrect edges or product annotations. Our approach recasts graph attribution as a link prediction problem and uses graph-based features describing the local constellation in the value stream, such as the classes of successor and predecessor nodes or the product consistency in the material flow. By wrapping our model – which suggests single repair steps – into a beam search process, we can derive entire repair sequences. An expert study shows that for all 16 constellations tested, our model suggests the right changes to repair typical errors. Furthermore, our experiments based on five simultaneous random edge corruptions on a set of 70 value streams achieves an average precision up to 96.4%." @default.
- W4384346149 created "2023-07-15" @default.
- W4384346149 creator A5007453765 @default.
- W4384346149 creator A5012587775 @default.
- W4384346149 creator A5013008127 @default.
- W4384346149 creator A5024280142 @default.
- W4384346149 creator A5038316439 @default.
- W4384346149 creator A5057938305 @default.
- W4384346149 creator A5080230086 @default.
- W4384346149 date "2023-01-01" @default.
- W4384346149 modified "2023-10-18" @default.
- W4384346149 title "Value Stream Repair Using Graph Structure Learning" @default.
- W4384346149 cites W2075010670 @default.
- W4384346149 cites W2284623828 @default.
- W4384346149 cites W2911964244 @default.
- W4384346149 cites W2963020281 @default.
- W4384346149 cites W2997591727 @default.
- W4384346149 cites W3088370623 @default.
- W4384346149 cites W3088957003 @default.
- W4384346149 cites W3120491054 @default.
- W4384346149 cites W4210257598 @default.
- W4384346149 doi "https://doi.org/10.1007/978-3-031-36822-6_2" @default.
- W4384346149 hasPublicationYear "2023" @default.
- W4384346149 type Work @default.
- W4384346149 citedByCount "0" @default.
- W4384346149 crossrefType "book-chapter" @default.
- W4384346149 hasAuthorship W4384346149A5007453765 @default.
- W4384346149 hasAuthorship W4384346149A5012587775 @default.
- W4384346149 hasAuthorship W4384346149A5013008127 @default.
- W4384346149 hasAuthorship W4384346149A5024280142 @default.
- W4384346149 hasAuthorship W4384346149A5038316439 @default.
- W4384346149 hasAuthorship W4384346149A5057938305 @default.
- W4384346149 hasAuthorship W4384346149A5080230086 @default.
- W4384346149 hasConcept C11413529 @default.
- W4384346149 hasConcept C124101348 @default.
- W4384346149 hasConcept C132525143 @default.
- W4384346149 hasConcept C154945302 @default.
- W4384346149 hasConcept C2776436953 @default.
- W4384346149 hasConcept C41008148 @default.
- W4384346149 hasConcept C80444323 @default.
- W4384346149 hasConceptScore W4384346149C11413529 @default.
- W4384346149 hasConceptScore W4384346149C124101348 @default.
- W4384346149 hasConceptScore W4384346149C132525143 @default.
- W4384346149 hasConceptScore W4384346149C154945302 @default.
- W4384346149 hasConceptScore W4384346149C2776436953 @default.
- W4384346149 hasConceptScore W4384346149C41008148 @default.
- W4384346149 hasConceptScore W4384346149C80444323 @default.
- W4384346149 hasLocation W43843461491 @default.
- W4384346149 hasOpenAccess W4384346149 @default.
- W4384346149 hasPrimaryLocation W43843461491 @default.
- W4384346149 hasRelatedWork W2348097614 @default.
- W4384346149 hasRelatedWork W2348925352 @default.
- W4384346149 hasRelatedWork W2350879319 @default.
- W4384346149 hasRelatedWork W2351491280 @default.
- W4384346149 hasRelatedWork W2353865532 @default.
- W4384346149 hasRelatedWork W2371316243 @default.
- W4384346149 hasRelatedWork W2371447506 @default.
- W4384346149 hasRelatedWork W2386767533 @default.
- W4384346149 hasRelatedWork W2901917862 @default.
- W4384346149 hasRelatedWork W303980170 @default.
- W4384346149 isParatext "false" @default.
- W4384346149 isRetracted "false" @default.
- W4384346149 workType "book-chapter" @default.