FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W1988245664> ?p ?o ?g. }

• W1988245664 endingPage "1847" @default.
• W1988245664 startingPage "1833" @default.
• W1988245664 abstract "We address the effect of spatial scale and temporal variation on model generality when forming predictive models for fish assignment using a new data mining approach, Random Forests (RF), to variable biological markers (parasite community data). Models were implemented for a fish host-parasite system sampled along the Mediterranean and Atlantic coasts of Spain and were validated using independent datasets. We considered 2 basic classification problems in evaluating the importance of variations in parasite infracommunities for assignment of individual fish to their populations of origin: multiclass (2-5 population models, using 2 seasonal replicates from each of the populations) and 2-class task (using 4 seasonal replicates from 1 Atlantic and 1 Mediterranean population each). The main results are that (i) RF are well suited for multiclass population assignment using parasite communities in non-migratory fish; (ii) RF provide an efficient means for model cross-validation on the baseline data and this allows sample size limitations in parasite tag studies to be tackled effectively; (iii) the performance of RF is dependent on the complexity and spatial extent/configuration of the problem; and (iv) the development of predictive models is strongly influenced by seasonal change and this stresses the importance of both temporal replication and model validation in parasite tagging studies." @default.
• W1988245664 created "2016-06-24" @default.
• W1988245664 creator A5015672177 @default.
• W1988245664 creator A5027365985 @default.
• W1988245664 creator A5039267967 @default.
• W1988245664 creator A5045501406 @default.
• W1988245664 creator A5056993644 @default.
• W1988245664 creator A5086789546 @default.
• W1988245664 date "2010-07-06" @default.
• W1988245664 modified "2023-10-03" @default.
• W1988245664 title "Discrimination of fish populations using parasites: Random Forests on a ‘predictable’ host-parasite system" @default.
• W1988245664 cites W1513618424 @default.
• W1988245664 cites W1539593569 @default.
• W1988245664 cites W1972222614 @default.
• W1988245664 cites W1980686396 @default.
• W1988245664 cites W1990960780 @default.
• W1988245664 cites W2011596025 @default.
• W1988245664 cites W2025655863 @default.
• W1988245664 cites W2026620052 @default.
• W1988245664 cites W2039672094 @default.
• W1988245664 cites W2046514232 @default.
• W1988245664 cites W2061958832 @default.
• W1988245664 cites W2076723282 @default.
• W1988245664 cites W2081970282 @default.
• W1988245664 cites W2108746587 @default.
• W1988245664 cites W2117414507 @default.
• W1988245664 cites W2121902013 @default.
• W1988245664 cites W2122165944 @default.
• W1988245664 cites W2133642590 @default.
• W1988245664 cites W2484120703 @default.
• W1988245664 cites W2911964244 @default.
• W1988245664 cites W3003225938 @default.
• W1988245664 cites W3021946272 @default.
• W1988245664 doi "https://doi.org/10.1017/s0031182010000739" @default.
• W1988245664 hasPubMedId "https://pubmed.ncbi.nlm.nih.gov/20602856" @default.
• W1988245664 hasPublicationYear "2010" @default.
• W1988245664 type Work @default.
• W1988245664 sameAs 1988245664 @default.
• W1988245664 citedByCount "12" @default.
• W1988245664 countsByYear W19882456642012 @default.
• W1988245664 countsByYear W19882456642013 @default.
• W1988245664 countsByYear W19882456642014 @default.
• W1988245664 countsByYear W19882456642016 @default.
• W1988245664 countsByYear W19882456642017 @default.
• W1988245664 countsByYear W19882456642020 @default.
• W1988245664 crossrefType "journal-article" @default.
• W1988245664 hasAuthorship W1988245664A5015672177 @default.
• W1988245664 hasAuthorship W1988245664A5027365985 @default.
• W1988245664 hasAuthorship W1988245664A5039267967 @default.
• W1988245664 hasAuthorship W1988245664A5045501406 @default.
• W1988245664 hasAuthorship W1988245664A5056993644 @default.
• W1988245664 hasAuthorship W1988245664A5086789546 @default.
• W1988245664 hasConcept C126831891 @default.
• W1988245664 hasConcept C136764020 @default.
• W1988245664 hasConcept C144024400 @default.
• W1988245664 hasConcept C149923435 @default.
• W1988245664 hasConcept C154945302 @default.
• W1988245664 hasConcept C15744967 @default.
• W1988245664 hasConcept C169258074 @default.
• W1988245664 hasConcept C18903297 @default.
• W1988245664 hasConcept C2780767217 @default.
• W1988245664 hasConcept C2908647359 @default.
• W1988245664 hasConcept C2909208804 @default.
• W1988245664 hasConcept C41008148 @default.
• W1988245664 hasConcept C4646841 @default.
• W1988245664 hasConcept C505870484 @default.
• W1988245664 hasConcept C542102704 @default.
• W1988245664 hasConcept C71928629 @default.
• W1988245664 hasConcept C86803240 @default.
• W1988245664 hasConceptScore W1988245664C126831891 @default.
• W1988245664 hasConceptScore W1988245664C136764020 @default.
• W1988245664 hasConceptScore W1988245664C144024400 @default.
• W1988245664 hasConceptScore W1988245664C149923435 @default.
• W1988245664 hasConceptScore W1988245664C154945302 @default.
• W1988245664 hasConceptScore W1988245664C15744967 @default.
• W1988245664 hasConceptScore W1988245664C169258074 @default.
• W1988245664 hasConceptScore W1988245664C18903297 @default.
• W1988245664 hasConceptScore W1988245664C2780767217 @default.
• W1988245664 hasConceptScore W1988245664C2908647359 @default.
• W1988245664 hasConceptScore W1988245664C2909208804 @default.
• W1988245664 hasConceptScore W1988245664C41008148 @default.
• W1988245664 hasConceptScore W1988245664C4646841 @default.
• W1988245664 hasConceptScore W1988245664C505870484 @default.
• W1988245664 hasConceptScore W1988245664C542102704 @default.
• W1988245664 hasConceptScore W1988245664C71928629 @default.
• W1988245664 hasConceptScore W1988245664C86803240 @default.
• W1988245664 hasIssue "12" @default.
• W1988245664 hasLocation W19882456641 @default.
• W1988245664 hasLocation W19882456642 @default.
• W1988245664 hasOpenAccess W1988245664 @default.
• W1988245664 hasPrimaryLocation W19882456641 @default.
• W1988245664 hasRelatedWork W1981939182 @default.
• W1988245664 hasRelatedWork W2020703909 @default.
• W1988245664 hasRelatedWork W2024105453 @default.
• W1988245664 hasRelatedWork W2100928880 @default.
• W1988245664 hasRelatedWork W2129443427 @default.
• W1988245664 hasRelatedWork W2321835289 @default.
• W1988245664 hasRelatedWork W2322103450 @default.

• next