Matches in SemOpenAlex for { <https://semopenalex.org/work/W2583451254> ?p ?o ?g. }
Showing items 1 to 94 of
94
with 100 items per page.
- W2583451254 abstract "Reproductive performance is important for the economic efficiency of pasture-based dairy farms. In these seasonal calving systems, a concise period of breeding is essential to ensure the alignment of peak grass availability with peak lactating cow energy demands. Trials and statistical analysis have identified the factors affecting overall reproductive performance, but few studies have analysed performance at the individual service level. In this paper, four binary models of service outcome are described, incorporating age, stage of lactation, calving events, and measures of energy balance and milk production. Random effects at the cow, sire and herd level were included. Logistic regression and generalised additive models were created, both as stand-alone predictors and using ensemble learning in the form of bagging. The four models were evaluated in terms of calibration and discrimination using an external dataset of nine dairy herds representing the typical Irish pasture-based system. Logistic regression (with and without bagging) and generalised additive modelling with bagging all performed satisfactorily and would be useful as stand-alone models or in whole-farm simulation. Logistic regression is suggested as the most useful model for farmers and their advisers due to ease of interpretation. This model will be used as part of a PhD project to create simulation software for seasonally calving dairy animals." @default.
- W2583451254 created "2017-02-10" @default.
- W2583451254 creator A5021283848 @default.
- W2583451254 creator A5023798702 @default.
- W2583451254 creator A5056917945 @default.
- W2583451254 creator A5078189163 @default.
- W2583451254 creator A5084452059 @default.
- W2583451254 creator A5090941436 @default.
- W2583451254 date "2016-12-01" @default.
- W2583451254 modified "2023-10-07" @default.
- W2583451254 title "Regression Techniques for Modelling Conception in Seasonally Calving Dairy Cows" @default.
- W2583451254 cites W1565050238 @default.
- W2583451254 cites W1821464114 @default.
- W2583451254 cites W1910582249 @default.
- W2583451254 cites W1968578768 @default.
- W2583451254 cites W1973388069 @default.
- W2583451254 cites W1981457167 @default.
- W2583451254 cites W2031687681 @default.
- W2583451254 cites W2045120449 @default.
- W2583451254 cites W2066860809 @default.
- W2583451254 cites W2089454337 @default.
- W2583451254 cites W2116515338 @default.
- W2583451254 cites W2123289885 @default.
- W2583451254 cites W2124548997 @default.
- W2583451254 cites W2130946460 @default.
- W2583451254 cites W2158698691 @default.
- W2583451254 cites W2173504586 @default.
- W2583451254 cites W2553579671 @default.
- W2583451254 doi "https://doi.org/10.1109/icdmw.2016.0172" @default.
- W2583451254 hasPublicationYear "2016" @default.
- W2583451254 type Work @default.
- W2583451254 sameAs 2583451254 @default.
- W2583451254 citedByCount "1" @default.
- W2583451254 countsByYear W25834512542022 @default.
- W2583451254 crossrefType "proceedings-article" @default.
- W2583451254 hasAuthorship W2583451254A5021283848 @default.
- W2583451254 hasAuthorship W2583451254A5023798702 @default.
- W2583451254 hasAuthorship W2583451254A5056917945 @default.
- W2583451254 hasAuthorship W2583451254A5078189163 @default.
- W2583451254 hasAuthorship W2583451254A5084452059 @default.
- W2583451254 hasAuthorship W2583451254A5090941436 @default.
- W2583451254 hasConcept C105795698 @default.
- W2583451254 hasConcept C140793950 @default.
- W2583451254 hasConcept C151956035 @default.
- W2583451254 hasConcept C152877465 @default.
- W2583451254 hasConcept C194775826 @default.
- W2583451254 hasConcept C22641795 @default.
- W2583451254 hasConcept C2776659692 @default.
- W2583451254 hasConcept C2776977481 @default.
- W2583451254 hasConcept C2779234561 @default.
- W2583451254 hasConcept C2780284631 @default.
- W2583451254 hasConcept C33923547 @default.
- W2583451254 hasConcept C54355233 @default.
- W2583451254 hasConcept C86803240 @default.
- W2583451254 hasConceptScore W2583451254C105795698 @default.
- W2583451254 hasConceptScore W2583451254C140793950 @default.
- W2583451254 hasConceptScore W2583451254C151956035 @default.
- W2583451254 hasConceptScore W2583451254C152877465 @default.
- W2583451254 hasConceptScore W2583451254C194775826 @default.
- W2583451254 hasConceptScore W2583451254C22641795 @default.
- W2583451254 hasConceptScore W2583451254C2776659692 @default.
- W2583451254 hasConceptScore W2583451254C2776977481 @default.
- W2583451254 hasConceptScore W2583451254C2779234561 @default.
- W2583451254 hasConceptScore W2583451254C2780284631 @default.
- W2583451254 hasConceptScore W2583451254C33923547 @default.
- W2583451254 hasConceptScore W2583451254C54355233 @default.
- W2583451254 hasConceptScore W2583451254C86803240 @default.
- W2583451254 hasLocation W25834512541 @default.
- W2583451254 hasOpenAccess W2583451254 @default.
- W2583451254 hasPrimaryLocation W25834512541 @default.
- W2583451254 hasRelatedWork W1554854764 @default.
- W2583451254 hasRelatedWork W1638683484 @default.
- W2583451254 hasRelatedWork W1943252742 @default.
- W2583451254 hasRelatedWork W1963716533 @default.
- W2583451254 hasRelatedWork W1977243489 @default.
- W2583451254 hasRelatedWork W1982161385 @default.
- W2583451254 hasRelatedWork W1991968716 @default.
- W2583451254 hasRelatedWork W1993766436 @default.
- W2583451254 hasRelatedWork W2016552193 @default.
- W2583451254 hasRelatedWork W2050754621 @default.
- W2583451254 hasRelatedWork W2114682030 @default.
- W2583451254 hasRelatedWork W2188383181 @default.
- W2583451254 hasRelatedWork W2289211944 @default.
- W2583451254 hasRelatedWork W2588763215 @default.
- W2583451254 hasRelatedWork W2610168474 @default.
- W2583451254 hasRelatedWork W2757730803 @default.
- W2583451254 hasRelatedWork W2769161192 @default.
- W2583451254 hasRelatedWork W2970542696 @default.
- W2583451254 hasRelatedWork W3011652266 @default.
- W2583451254 hasRelatedWork W3131745779 @default.
- W2583451254 isParatext "false" @default.
- W2583451254 isRetracted "false" @default.
- W2583451254 magId "2583451254" @default.
- W2583451254 workType "article" @default.