FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W2020123482> ?p ?o ?g. }

• W2020123482 endingPage "1092" @default.
• W2020123482 startingPage "1072" @default.
• W2020123482 abstract "Vulnerability of human beings exposed to a catastrophic disaster is affected by multiple factors that include hazard intensity, environment, and individual characteristics. The traditional approach to vulnerability assessment, based on the aggregate-area method and unsupervised learning, cannot incorporate spatial information; thus, vulnerability can be only roughly assessed. In this article, we propose Bayesian network (BN) and spatial analysis techniques to mine spatial data sets to evaluate the vulnerability of human beings. In our approach, spatial analysis is leveraged to preprocess the data; for example, kernel density analysis (KDA) and accumulative road cost surface modeling (ARCSM) are employed to quantify the influence of geofeatures on vulnerability and relate such influence to spatial distance. The knowledge- and data-based BN provides a consistent platform to integrate a variety of factors, including those extracted by KDA and ARCSM to model vulnerability uncertainty. We also consider the model's uncertainty and use the Bayesian model average and Occam's Window to average the multiple models obtained by our approach to robust prediction of the risk and vulnerability. We compare our approach with other probabilistic models in the case study of seismic risk and conclude that our approach is a good means to mining spatial data sets for evaluating vulnerability." @default.
• W2020123482 created "2016-06-24" @default.
• W2020123482 creator A5017603170 @default.
• W2020123482 creator A5019176178 @default.
• W2020123482 creator A5059865153 @default.
• W2020123482 creator A5091697161 @default.
• W2020123482 date "2012-03-09" @default.
• W2020123482 modified "2023-10-12" @default.
• W2020123482 title "A Bayesian Method to Mine Spatial Data Sets to Evaluate the Vulnerability of Human Beings to Catastrophic Risk" @default.
• W2020123482 cites W1480376833 @default.
• W2020123482 cites W1520348971 @default.
• W2020123482 cites W1605002609 @default.
• W2020123482 cites W1817561967 @default.
• W2020123482 cites W1904429860 @default.
• W2020123482 cites W1979636769 @default.
• W2020123482 cites W1984138429 @default.
• W2020123482 cites W1992769499 @default.
• W2020123482 cites W2046751341 @default.
• W2020123482 cites W2053095258 @default.
• W2020123482 cites W2093612962 @default.
• W2020123482 cites W2096154525 @default.
• W2020123482 cites W2098053295 @default.
• W2020123482 cites W2118079013 @default.
• W2020123482 cites W2126151607 @default.
• W2020123482 cites W2155668048 @default.
• W2020123482 cites W2161632986 @default.
• W2020123482 cites W2163166770 @default.
• W2020123482 cites W4229604756 @default.
• W2020123482 cites W4233014035 @default.
• W2020123482 cites W4236354166 @default.
• W2020123482 cites W4299689471 @default.
• W2020123482 doi "https://doi.org/10.1111/j.1539-6924.2012.01790.x" @default.
• W2020123482 hasPubMedId "https://pubmed.ncbi.nlm.nih.gov/22404550" @default.
• W2020123482 hasPublicationYear "2012" @default.
• W2020123482 type Work @default.
• W2020123482 sameAs 2020123482 @default.
• W2020123482 citedByCount "18" @default.
• W2020123482 countsByYear W20201234822012 @default.
• W2020123482 countsByYear W20201234822013 @default.
• W2020123482 countsByYear W20201234822014 @default.
• W2020123482 countsByYear W20201234822015 @default.
• W2020123482 countsByYear W20201234822016 @default.
• W2020123482 countsByYear W20201234822017 @default.
• W2020123482 countsByYear W20201234822018 @default.
• W2020123482 countsByYear W20201234822019 @default.
• W2020123482 countsByYear W20201234822021 @default.
• W2020123482 countsByYear W20201234822022 @default.
• W2020123482 crossrefType "journal-article" @default.
• W2020123482 hasAuthorship W2020123482A5017603170 @default.
• W2020123482 hasAuthorship W2020123482A5019176178 @default.
• W2020123482 hasAuthorship W2020123482A5059865153 @default.
• W2020123482 hasAuthorship W2020123482A5091697161 @default.
• W2020123482 hasConcept C105795698 @default.
• W2020123482 hasConcept C107673813 @default.
• W2020123482 hasConcept C119857082 @default.
• W2020123482 hasConcept C124101348 @default.
• W2020123482 hasConcept C137176749 @default.
• W2020123482 hasConcept C154945302 @default.
• W2020123482 hasConcept C15744967 @default.
• W2020123482 hasConcept C159620131 @default.
• W2020123482 hasConcept C167063184 @default.
• W2020123482 hasConcept C178790620 @default.
• W2020123482 hasConcept C185429906 @default.
• W2020123482 hasConcept C185592680 @default.
• W2020123482 hasConcept C33724603 @default.
• W2020123482 hasConcept C33923547 @default.
• W2020123482 hasConcept C38652104 @default.
• W2020123482 hasConcept C41008148 @default.
• W2020123482 hasConcept C49261128 @default.
• W2020123482 hasConcept C49937458 @default.
• W2020123482 hasConcept C542102704 @default.
• W2020123482 hasConcept C71134354 @default.
• W2020123482 hasConcept C95713431 @default.
• W2020123482 hasConceptScore W2020123482C105795698 @default.
• W2020123482 hasConceptScore W2020123482C107673813 @default.
• W2020123482 hasConceptScore W2020123482C119857082 @default.
• W2020123482 hasConceptScore W2020123482C124101348 @default.
• W2020123482 hasConceptScore W2020123482C137176749 @default.
• W2020123482 hasConceptScore W2020123482C154945302 @default.
• W2020123482 hasConceptScore W2020123482C15744967 @default.
• W2020123482 hasConceptScore W2020123482C159620131 @default.
• W2020123482 hasConceptScore W2020123482C167063184 @default.
• W2020123482 hasConceptScore W2020123482C178790620 @default.
• W2020123482 hasConceptScore W2020123482C185429906 @default.
• W2020123482 hasConceptScore W2020123482C185592680 @default.
• W2020123482 hasConceptScore W2020123482C33724603 @default.
• W2020123482 hasConceptScore W2020123482C33923547 @default.
• W2020123482 hasConceptScore W2020123482C38652104 @default.
• W2020123482 hasConceptScore W2020123482C41008148 @default.
• W2020123482 hasConceptScore W2020123482C49261128 @default.
• W2020123482 hasConceptScore W2020123482C49937458 @default.
• W2020123482 hasConceptScore W2020123482C542102704 @default.
• W2020123482 hasConceptScore W2020123482C71134354 @default.
• W2020123482 hasConceptScore W2020123482C95713431 @default.
• W2020123482 hasIssue "6" @default.
• W2020123482 hasLocation W20201234821 @default.
• W2020123482 hasLocation W20201234822 @default.
• W2020123482 hasOpenAccess W2020123482 @default.

• next