FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W3129543169> ?p ?o ?g. }

• W3129543169 abstract "This paper focuses on a core task in computational sustainability and statistical ecology: species distribution modeling (SDM). In SDM, the occurrence pattern of a species on a landscape is predicted by environmental features based on observations at a set of locations. At first, SDM may appear to be a binary classification problem, and one might be inclined to employ classic tools (e.g., logistic regression, support vector machines, neural networks) to tackle it. However, wildlife surveys introduce structured noise (especially under-counting) in the species observations. If unaccounted for, these observation errors systematically bias SDMs. To address the unique challenges of SDM, this paper proposes a framework called StatEcoNet. Specifically, this work employs a graphical generative model in statistical ecology to serve as the skeleton of the proposed computational framework and carefully integrates neural networks under the framework. The advantages of StatEcoNet over related approaches are demonstrated on simulated datasets as well as bird species data. Since SDMs are critical tools for ecological science and natural resource management, StatEcoNet may offer boosted computational and analytical powers to a wide range of applications that have significant social impacts, e.g., the study and conservation of threatened species." @default.
• W3129543169 created "2021-03-01" @default.
• W3129543169 creator A5015075381 @default.
• W3129543169 creator A5026873354 @default.
• W3129543169 creator A5043697172 @default.
• W3129543169 creator A5055469424 @default.
• W3129543169 creator A5080683076 @default.
• W3129543169 creator A5082663613 @default.
• W3129543169 creator A5085358441 @default.
• W3129543169 date "2021-02-16" @default.
• W3129543169 modified "2023-10-12" @default.
• W3129543169 title "StatEcoNet: Statistical Ecology Neural Networks for Species Distribution Modeling" @default.
• W3129543169 cites W1513215516 @default.
• W3129543169 cites W1842823893 @default.
• W3129543169 cites W1970204870 @default.
• W3129543169 cites W1976526581 @default.
• W3129543169 cites W1979040029 @default.
• W3129543169 cites W2000444367 @default.
• W3129543169 cites W2012327117 @default.
• W3129543169 cites W2023101454 @default.
• W3129543169 cites W2025745000 @default.
• W3129543169 cites W2028240797 @default.
• W3129543169 cites W2097601813 @default.
• W3129543169 cites W2100226004 @default.
• W3129543169 cites W2108687351 @default.
• W3129543169 cites W2112315008 @default.
• W3129543169 cites W2116665868 @default.
• W3129543169 cites W2120146794 @default.
• W3129543169 cites W2135695572 @default.
• W3129543169 cites W2155115177 @default.
• W3129543169 cites W2234018419 @default.
• W3129543169 cites W2725897987 @default.
• W3129543169 cites W2950182411 @default.
• W3129543169 cites W2952516441 @default.
• W3129543169 cites W2963124734 @default.
• W3129543169 cites W3002638472 @default.
• W3129543169 cites W3033991488 @default.
• W3129543169 cites W34105695 @default.
• W3129543169 cites W649861214 @default.
• W3129543169 cites W773459379 @default.
• W3129543169 doi "https://doi.org/10.48550/arxiv.2102.08534" @default.
• W3129543169 hasPublicationYear "2021" @default.
• W3129543169 type Work @default.
• W3129543169 sameAs 3129543169 @default.
• W3129543169 citedByCount "0" @default.
• W3129543169 crossrefType "posted-content" @default.
• W3129543169 hasAuthorship W3129543169A5015075381 @default.
• W3129543169 hasAuthorship W3129543169A5026873354 @default.
• W3129543169 hasAuthorship W3129543169A5043697172 @default.
• W3129543169 hasAuthorship W3129543169A5055469424 @default.
• W3129543169 hasAuthorship W3129543169A5080683076 @default.
• W3129543169 hasAuthorship W3129543169A5082663613 @default.
• W3129543169 hasAuthorship W3129543169A5085358441 @default.
• W3129543169 hasBestOaLocation W31295431691 @default.
• W3129543169 hasConcept C102715595 @default.
• W3129543169 hasConcept C103215972 @default.
• W3129543169 hasConcept C119857082 @default.
• W3129543169 hasConcept C12267149 @default.
• W3129543169 hasConcept C132124917 @default.
• W3129543169 hasConcept C154945302 @default.
• W3129543169 hasConcept C177264268 @default.
• W3129543169 hasConcept C185933670 @default.
• W3129543169 hasConcept C18903297 @default.
• W3129543169 hasConcept C199360897 @default.
• W3129543169 hasConcept C24518262 @default.
• W3129543169 hasConcept C2522767166 @default.
• W3129543169 hasConcept C41008148 @default.
• W3129543169 hasConcept C50644808 @default.
• W3129543169 hasConcept C86803240 @default.
• W3129543169 hasConceptScore W3129543169C102715595 @default.
• W3129543169 hasConceptScore W3129543169C103215972 @default.
• W3129543169 hasConceptScore W3129543169C119857082 @default.
• W3129543169 hasConceptScore W3129543169C12267149 @default.
• W3129543169 hasConceptScore W3129543169C132124917 @default.
• W3129543169 hasConceptScore W3129543169C154945302 @default.
• W3129543169 hasConceptScore W3129543169C177264268 @default.
• W3129543169 hasConceptScore W3129543169C185933670 @default.
• W3129543169 hasConceptScore W3129543169C18903297 @default.
• W3129543169 hasConceptScore W3129543169C199360897 @default.
• W3129543169 hasConceptScore W3129543169C24518262 @default.
• W3129543169 hasConceptScore W3129543169C2522767166 @default.
• W3129543169 hasConceptScore W3129543169C41008148 @default.
• W3129543169 hasConceptScore W3129543169C50644808 @default.
• W3129543169 hasConceptScore W3129543169C86803240 @default.
• W3129543169 hasLocation W31295431691 @default.
• W3129543169 hasOpenAccess W3129543169 @default.
• W3129543169 hasPrimaryLocation W31295431691 @default.
• W3129543169 hasRelatedWork W1996541855 @default.
• W3129543169 hasRelatedWork W2101819884 @default.
• W3129543169 hasRelatedWork W2937631562 @default.
• W3129543169 hasRelatedWork W2979979539 @default.
• W3129543169 hasRelatedWork W3136979370 @default.
• W3129543169 hasRelatedWork W3194539120 @default.
• W3129543169 hasRelatedWork W3195168932 @default.
• W3129543169 hasRelatedWork W4205958290 @default.
• W3129543169 hasRelatedWork W4361795583 @default.
• W3129543169 hasRelatedWork W4362499384 @default.
• W3129543169 isParatext "false" @default.
• W3129543169 isRetracted "false" @default.
• W3129543169 magId "3129543169" @default.

• next