Matches in SemOpenAlex for { <https://semopenalex.org/work/W4387609304> ?p ?o ?g. }
Showing items 1 to 68 of
68
with 100 items per page.
- W4387609304 endingPage "12" @default.
- W4387609304 startingPage "1" @default.
- W4387609304 abstract "We propose eBoF, a novel time-varying ensemble data visualization approach based on the Bag-of-Features (BoF) model. In the eBoF model, we extract a simple and monotone interval from all target variables of ensemble scalar data as a local feature patch. Each local feature of a semantically simple single interval can be defined as a feature patch within the BoF model, with the duration of each interval (i.e., feature patch) serving as its frequency. Feature clusters in ensemble runs are then identified based on the similarity of temporal correlations. eBoF generates clusters along with their probability distributions across all feature patches while preserving the geo-spatial information, which is often lost in traditional topic modeling or clustering algorithms. The probability distribution across different clusters can help to generate reasonable clustering results, evaluated by domain knowledge. We conduct case studies and performance tests to evaluate the eBoF model and gather feedback from domain experts to further refine it. Evaluation results suggest the proposed eBoF can provide insightful and comprehensive evidence on ensemble simulation data analysis." @default.
- W4387609304 created "2023-10-14" @default.
- W4387609304 creator A5001696122 @default.
- W4387609304 creator A5021320236 @default.
- W4387609304 creator A5027540825 @default.
- W4387609304 creator A5032366410 @default.
- W4387609304 creator A5036392209 @default.
- W4387609304 creator A5059184633 @default.
- W4387609304 creator A5072253423 @default.
- W4387609304 creator A5087574058 @default.
- W4387609304 date "2023-01-01" @default.
- W4387609304 modified "2023-10-14" @default.
- W4387609304 title "eBoF: Interactive Temporal Correlation Analysis for Ensemble Data Based on Bag-of-Features" @default.
- W4387609304 doi "https://doi.org/10.1109/tbdata.2023.3324482" @default.
- W4387609304 hasPublicationYear "2023" @default.
- W4387609304 type Work @default.
- W4387609304 citedByCount "0" @default.
- W4387609304 crossrefType "journal-article" @default.
- W4387609304 hasAuthorship W4387609304A5001696122 @default.
- W4387609304 hasAuthorship W4387609304A5021320236 @default.
- W4387609304 hasAuthorship W4387609304A5027540825 @default.
- W4387609304 hasAuthorship W4387609304A5032366410 @default.
- W4387609304 hasAuthorship W4387609304A5036392209 @default.
- W4387609304 hasAuthorship W4387609304A5059184633 @default.
- W4387609304 hasAuthorship W4387609304A5072253423 @default.
- W4387609304 hasAuthorship W4387609304A5087574058 @default.
- W4387609304 hasConcept C105795698 @default.
- W4387609304 hasConcept C119898033 @default.
- W4387609304 hasConcept C124101348 @default.
- W4387609304 hasConcept C138885662 @default.
- W4387609304 hasConcept C149441793 @default.
- W4387609304 hasConcept C153180895 @default.
- W4387609304 hasConcept C154945302 @default.
- W4387609304 hasConcept C2776401178 @default.
- W4387609304 hasConcept C33923547 @default.
- W4387609304 hasConcept C41008148 @default.
- W4387609304 hasConcept C41895202 @default.
- W4387609304 hasConcept C73555534 @default.
- W4387609304 hasConceptScore W4387609304C105795698 @default.
- W4387609304 hasConceptScore W4387609304C119898033 @default.
- W4387609304 hasConceptScore W4387609304C124101348 @default.
- W4387609304 hasConceptScore W4387609304C138885662 @default.
- W4387609304 hasConceptScore W4387609304C149441793 @default.
- W4387609304 hasConceptScore W4387609304C153180895 @default.
- W4387609304 hasConceptScore W4387609304C154945302 @default.
- W4387609304 hasConceptScore W4387609304C2776401178 @default.
- W4387609304 hasConceptScore W4387609304C33923547 @default.
- W4387609304 hasConceptScore W4387609304C41008148 @default.
- W4387609304 hasConceptScore W4387609304C41895202 @default.
- W4387609304 hasConceptScore W4387609304C73555534 @default.
- W4387609304 hasLocation W43876093041 @default.
- W4387609304 hasOpenAccess W4387609304 @default.
- W4387609304 hasPrimaryLocation W43876093041 @default.
- W4387609304 hasRelatedWork W1534720161 @default.
- W4387609304 hasRelatedWork W1926736923 @default.
- W4387609304 hasRelatedWork W2083665254 @default.
- W4387609304 hasRelatedWork W2132641928 @default.
- W4387609304 hasRelatedWork W2393816671 @default.
- W4387609304 hasRelatedWork W2804364458 @default.
- W4387609304 hasRelatedWork W2804957450 @default.
- W4387609304 hasRelatedWork W2942177010 @default.
- W4387609304 hasRelatedWork W4298130764 @default.
- W4387609304 hasRelatedWork W4310225030 @default.
- W4387609304 isParatext "false" @default.
- W4387609304 isRetracted "false" @default.
- W4387609304 workType "article" @default.