FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W2898431549> ?p ?o ?g. }

• W2898431549 abstract "Summary Planning for large‐scale epidemiological outbreaks in livestock populations often involves executing compute‐intensive disease spread simulations. To capture the probabilities of various outcomes, these simulations are executed several times over a collection of representative input scenarios , producing voluminous data. The resulting datasets contain valuable insights, including sequences of events that lead to extreme outbreaks. However, discovering and leveraging such information is also computationally expensive. In this study, we set out to achieve two goals, ie, (1) providing a distributed framework for modeling disease transmission at scale using Spark, including improvements to the default GraphX partitioning strategy, and (2) giving planners and epidemiologists a means to analyze interactions between entities (herds) during simulated disease outbreaks. Using our disease transmission network (DTN), planners or analysts can isolate herds that have a disproportionate effect on epidemiological outcomes, enabling effective allocation of limited resources such as vaccinations and field personnel. We use a representative dataset to verify our approach and optimized the underlying graph partitioning algorithm to ensure the system will scale with increases in the dataset size or number of participating machines. Our analysis includes identification of influential herds as well as the creation of machine learning models for accurate classifications that generalize to other datasets." @default.
• W2898431549 created "2018-11-02" @default.
• W2898431549 creator A5013642873 @default.
• W2898431549 creator A5038893495 @default.
• W2898431549 creator A5055467617 @default.
• W2898431549 creator A5072618060 @default.
• W2898431549 date "2018-10-22" @default.
• W2898431549 modified "2023-10-09" @default.
• W2898431549 title "Scalable network analytics for characterization of outbreak influence in voluminous epidemiology datasets" @default.
• W2898431549 cites W1279249473 @default.
• W2898431549 cites W1495750374 @default.
• W2898431549 cites W1814023381 @default.
• W2898431549 cites W1877880043 @default.
• W2898431549 cites W1965610986 @default.
• W2898431549 cites W1975758925 @default.
• W2898431549 cites W1975962771 @default.
• W2898431549 cites W1981018941 @default.
• W2898431549 cites W1986603225 @default.
• W2898431549 cites W2007504269 @default.
• W2898431549 cites W2009797711 @default.
• W2898431549 cites W2013344760 @default.
• W2898431549 cites W2021524494 @default.
• W2898431549 cites W2024749530 @default.
• W2898431549 cites W2030941612 @default.
• W2898431549 cites W2031709923 @default.
• W2898431549 cites W2061820396 @default.
• W2898431549 cites W2064664742 @default.
• W2898431549 cites W2068181924 @default.
• W2898431549 cites W2069251911 @default.
• W2898431549 cites W2080098453 @default.
• W2898431549 cites W2087946700 @default.
• W2898431549 cites W2089387578 @default.
• W2898431549 cites W2094753844 @default.
• W2898431549 cites W2096078889 @default.
• W2898431549 cites W2102401757 @default.
• W2898431549 cites W2105987600 @default.
• W2898431549 cites W2111044826 @default.
• W2898431549 cites W2113513143 @default.
• W2898431549 cites W2117239687 @default.
• W2898431549 cites W2119738171 @default.
• W2898431549 cites W2121671559 @default.
• W2898431549 cites W2142931311 @default.
• W2898431549 cites W2143276053 @default.
• W2898431549 cites W2153085155 @default.
• W2898431549 cites W2157608582 @default.
• W2898431549 cites W2161077919 @default.
• W2898431549 cites W2163753340 @default.
• W2898431549 cites W2169905822 @default.
• W2898431549 cites W2170069186 @default.
• W2898431549 cites W2170616854 @default.
• W2898431549 cites W2296407087 @default.
• W2898431549 cites W2344213323 @default.
• W2898431549 cites W2401884355 @default.
• W2898431549 cites W2465244204 @default.
• W2898431549 cites W2527814217 @default.
• W2898431549 cites W2586044636 @default.
• W2898431549 cites W4239510810 @default.
• W2898431549 cites W4302331569 @default.
• W2898431549 cites W98828706 @default.
• W2898431549 doi "https://doi.org/10.1002/cpe.4998" @default.
• W2898431549 hasPublicationYear "2018" @default.
• W2898431549 type Work @default.
• W2898431549 sameAs 2898431549 @default.
• W2898431549 citedByCount "3" @default.
• W2898431549 countsByYear W28984315492020 @default.
• W2898431549 countsByYear W28984315492021 @default.
• W2898431549 crossrefType "journal-article" @default.
• W2898431549 hasAuthorship W2898431549A5013642873 @default.
• W2898431549 hasAuthorship W2898431549A5038893495 @default.
• W2898431549 hasAuthorship W2898431549A5055467617 @default.
• W2898431549 hasAuthorship W2898431549A5072618060 @default.
• W2898431549 hasBestOaLocation W28984315491 @default.
• W2898431549 hasConcept C116834253 @default.
• W2898431549 hasConcept C124101348 @default.
• W2898431549 hasConcept C177264268 @default.
• W2898431549 hasConcept C199360897 @default.
• W2898431549 hasConcept C202444582 @default.
• W2898431549 hasConcept C205649164 @default.
• W2898431549 hasConcept C2522767166 @default.
• W2898431549 hasConcept C2778755073 @default.
• W2898431549 hasConcept C2781215313 @default.
• W2898431549 hasConcept C33923547 @default.
• W2898431549 hasConcept C41008148 @default.
• W2898431549 hasConcept C48044578 @default.
• W2898431549 hasConcept C58640448 @default.
• W2898431549 hasConcept C59822182 @default.
• W2898431549 hasConcept C761482 @default.
• W2898431549 hasConcept C76155785 @default.
• W2898431549 hasConcept C77088390 @default.
• W2898431549 hasConcept C79158427 @default.
• W2898431549 hasConcept C86803240 @default.
• W2898431549 hasConcept C9652623 @default.
• W2898431549 hasConceptScore W2898431549C116834253 @default.
• W2898431549 hasConceptScore W2898431549C124101348 @default.
• W2898431549 hasConceptScore W2898431549C177264268 @default.
• W2898431549 hasConceptScore W2898431549C199360897 @default.
• W2898431549 hasConceptScore W2898431549C202444582 @default.
• W2898431549 hasConceptScore W2898431549C205649164 @default.
• W2898431549 hasConceptScore W2898431549C2522767166 @default.
• W2898431549 hasConceptScore W2898431549C2778755073 @default.

• next