Matches in SemOpenAlex for { <https://semopenalex.org/work/W4205529917> ?p ?o ?g. }
Showing items 1 to 98 of
98
with 100 items per page.
- W4205529917 endingPage "4" @default.
- W4205529917 startingPage "4" @default.
- W4205529917 abstract "The paper presents View VULMA, a data set specifically designed for training machine-learning tools for elaborating fast vulnerability analysis of existing buildings. Such tools require supervised training via an extensive set of building imagery, for which several typological parameters should be defined, with a proper label assigned to each sample on a per-parameter basis. Thus, it is clear how defining an adequate training data set plays a key role, and several aspects should be considered, such as data availability, preprocessing, augmentation and balancing according to the selected labels. In this paper, we highlight all these issues, describing the pursued strategies to elaborate a reliable data set. In particular, a detailed description of both requirements (e.g., scale and resolution of images, evaluation parameters and data heterogeneity) and the steps followed to define View VULMA are provided, starting from the data assessment (which allowed to reduce the initial sample of about 20.000 images to a subset of about 3.000 pictures), to achieve the goal of training a transfer-learning-based automated tool for fast estimation of the vulnerability of existing buildings from single pictures." @default.
- W4205529917 created "2022-01-26" @default.
- W4205529917 creator A5025155855 @default.
- W4205529917 creator A5065679331 @default.
- W4205529917 creator A5070779601 @default.
- W4205529917 creator A5081308471 @default.
- W4205529917 date "2021-12-31" @default.
- W4205529917 modified "2023-10-02" @default.
- W4205529917 title "View VULMA: Data Set for Training a Machine-Learning Tool for a Fast Vulnerability Analysis of Existing Buildings" @default.
- W4205529917 cites W2947970503 @default.
- W4205529917 cites W2954996726 @default.
- W4205529917 cites W2974551902 @default.
- W4205529917 cites W2981416566 @default.
- W4205529917 cites W2995160388 @default.
- W4205529917 cites W3016826380 @default.
- W4205529917 cites W3028130353 @default.
- W4205529917 cites W3033652307 @default.
- W4205529917 cites W3049424936 @default.
- W4205529917 cites W3083968907 @default.
- W4205529917 cites W3090187562 @default.
- W4205529917 cites W3091351793 @default.
- W4205529917 cites W3102239917 @default.
- W4205529917 cites W3109800698 @default.
- W4205529917 cites W3120027576 @default.
- W4205529917 cites W3134945858 @default.
- W4205529917 cites W3197509462 @default.
- W4205529917 cites W3202927580 @default.
- W4205529917 doi "https://doi.org/10.3390/data7010004" @default.
- W4205529917 hasPublicationYear "2021" @default.
- W4205529917 type Work @default.
- W4205529917 citedByCount "16" @default.
- W4205529917 countsByYear W42055299172022 @default.
- W4205529917 countsByYear W42055299172023 @default.
- W4205529917 crossrefType "journal-article" @default.
- W4205529917 hasAuthorship W4205529917A5025155855 @default.
- W4205529917 hasAuthorship W4205529917A5065679331 @default.
- W4205529917 hasAuthorship W4205529917A5070779601 @default.
- W4205529917 hasAuthorship W4205529917A5081308471 @default.
- W4205529917 hasBestOaLocation W42055299171 @default.
- W4205529917 hasConcept C10551718 @default.
- W4205529917 hasConcept C119857082 @default.
- W4205529917 hasConcept C121332964 @default.
- W4205529917 hasConcept C124101348 @default.
- W4205529917 hasConcept C154945302 @default.
- W4205529917 hasConcept C177264268 @default.
- W4205529917 hasConcept C185592680 @default.
- W4205529917 hasConcept C198531522 @default.
- W4205529917 hasConcept C199360897 @default.
- W4205529917 hasConcept C26517878 @default.
- W4205529917 hasConcept C2778755073 @default.
- W4205529917 hasConcept C34736171 @default.
- W4205529917 hasConcept C38652104 @default.
- W4205529917 hasConcept C41008148 @default.
- W4205529917 hasConcept C43617362 @default.
- W4205529917 hasConcept C51632099 @default.
- W4205529917 hasConcept C58489278 @default.
- W4205529917 hasConcept C62520636 @default.
- W4205529917 hasConcept C95713431 @default.
- W4205529917 hasConceptScore W4205529917C10551718 @default.
- W4205529917 hasConceptScore W4205529917C119857082 @default.
- W4205529917 hasConceptScore W4205529917C121332964 @default.
- W4205529917 hasConceptScore W4205529917C124101348 @default.
- W4205529917 hasConceptScore W4205529917C154945302 @default.
- W4205529917 hasConceptScore W4205529917C177264268 @default.
- W4205529917 hasConceptScore W4205529917C185592680 @default.
- W4205529917 hasConceptScore W4205529917C198531522 @default.
- W4205529917 hasConceptScore W4205529917C199360897 @default.
- W4205529917 hasConceptScore W4205529917C26517878 @default.
- W4205529917 hasConceptScore W4205529917C2778755073 @default.
- W4205529917 hasConceptScore W4205529917C34736171 @default.
- W4205529917 hasConceptScore W4205529917C38652104 @default.
- W4205529917 hasConceptScore W4205529917C41008148 @default.
- W4205529917 hasConceptScore W4205529917C43617362 @default.
- W4205529917 hasConceptScore W4205529917C51632099 @default.
- W4205529917 hasConceptScore W4205529917C58489278 @default.
- W4205529917 hasConceptScore W4205529917C62520636 @default.
- W4205529917 hasConceptScore W4205529917C95713431 @default.
- W4205529917 hasIssue "1" @default.
- W4205529917 hasLocation W42055299171 @default.
- W4205529917 hasLocation W42055299172 @default.
- W4205529917 hasOpenAccess W4205529917 @default.
- W4205529917 hasPrimaryLocation W42055299171 @default.
- W4205529917 hasRelatedWork W174923934 @default.
- W4205529917 hasRelatedWork W176219849 @default.
- W4205529917 hasRelatedWork W2008100018 @default.
- W4205529917 hasRelatedWork W2021866862 @default.
- W4205529917 hasRelatedWork W2022288139 @default.
- W4205529917 hasRelatedWork W2106760772 @default.
- W4205529917 hasRelatedWork W2113904186 @default.
- W4205529917 hasRelatedWork W2801924399 @default.
- W4205529917 hasRelatedWork W2889453578 @default.
- W4205529917 hasRelatedWork W2989490741 @default.
- W4205529917 hasVolume "7" @default.
- W4205529917 isParatext "false" @default.
- W4205529917 isRetracted "false" @default.
- W4205529917 workType "article" @default.