FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W2090977144> ?p ?o ?g. }

• W2090977144 endingPage "118" @default.
• W2090977144 startingPage "107" @default.
• W2090977144 abstract "Factor complexity is a characteristic of traffic crashes. This paper proposes a novel method, namely boosted regression trees (BRT), to investigate the complex and nonlinear relationships in high-variance traffic crash data. The Taiwanese 2004–2005 single-vehicle motorcycle crash data are used to demonstrate the utility of BRT. Traditional logistic regression and classification and regression tree (CART) models are also used to compare their estimation results and external validities. Both the in-sample cross-validation and out-of-sample validation results show that an increase in tree complexity provides improved, although declining, classification performance, indicating a limited factor complexity of single-vehicle motorcycle crashes. The effects of crucial variables including geographical, time, and sociodemographic factors explain some fatal crashes. Relatively unique fatal crashes are better approximated by interactive terms, especially combinations of behavioral factors. BRT models generally provide improved transferability than conventional logistic regression and CART models. This study also discusses the implications of the results for devising safety policies." @default.
• W2090977144 created "2016-06-24" @default.
• W2090977144 creator A5059383647 @default.
• W2090977144 date "2013-12-01" @default.
• W2090977144 modified "2023-10-07" @default.
• W2090977144 title "Factor complexity of crash occurrence: An empirical demonstration using boosted regression trees" @default.
• W2090977144 cites W1678356000 @default.
• W2090977144 cites W1965728860 @default.
• W2090977144 cites W1974382049 @default.
• W2090977144 cites W1974806455 @default.
• W2090977144 cites W1979874437 @default.
• W2090977144 cites W1992579014 @default.
• W2090977144 cites W1992881141 @default.
• W2090977144 cites W1992942172 @default.
• W2090977144 cites W1993132675 @default.
• W2090977144 cites W1993778792 @default.
• W2090977144 cites W1995539694 @default.
• W2090977144 cites W2001562044 @default.
• W2090977144 cites W2010214985 @default.
• W2090977144 cites W2013845817 @default.
• W2090977144 cites W2014488833 @default.
• W2090977144 cites W2017485210 @default.
• W2090977144 cites W2017551017 @default.
• W2090977144 cites W2018645110 @default.
• W2090977144 cites W2020024420 @default.
• W2090977144 cites W2021646364 @default.
• W2090977144 cites W2023171043 @default.
• W2090977144 cites W2029975929 @default.
• W2090977144 cites W2040238051 @default.
• W2090977144 cites W2047531440 @default.
• W2090977144 cites W2050484631 @default.
• W2090977144 cites W2057002275 @default.
• W2090977144 cites W2057837755 @default.
• W2090977144 cites W2062786991 @default.
• W2090977144 cites W2063264027 @default.
• W2090977144 cites W2072348793 @default.
• W2090977144 cites W2082512129 @default.
• W2090977144 cites W2088786059 @default.
• W2090977144 cites W2100372437 @default.
• W2090977144 cites W2115958918 @default.
• W2090977144 cites W2118796306 @default.
• W2090977144 cites W2135695572 @default.
• W2090977144 cites W2137681717 @default.
• W2090977144 cites W2145751202 @default.
• W2090977144 cites W2155653793 @default.
• W2090977144 cites W2177299793 @default.
• W2090977144 doi "https://doi.org/10.1016/j.aap.2012.08.015" @default.
• W2090977144 hasPubMedId "https://pubmed.ncbi.nlm.nih.gov/22975365" @default.
• W2090977144 hasPublicationYear "2013" @default.
• W2090977144 type Work @default.
• W2090977144 sameAs 2090977144 @default.
• W2090977144 citedByCount "79" @default.
• W2090977144 countsByYear W20909771442014 @default.
• W2090977144 countsByYear W20909771442015 @default.
• W2090977144 countsByYear W20909771442016 @default.
• W2090977144 countsByYear W20909771442017 @default.
• W2090977144 countsByYear W20909771442018 @default.
• W2090977144 countsByYear W20909771442019 @default.
• W2090977144 countsByYear W20909771442020 @default.
• W2090977144 countsByYear W20909771442021 @default.
• W2090977144 countsByYear W20909771442022 @default.
• W2090977144 countsByYear W20909771442023 @default.
• W2090977144 crossrefType "journal-article" @default.
• W2090977144 hasAuthorship W2090977144A5059383647 @default.
• W2090977144 hasConcept C105795698 @default.
• W2090977144 hasConcept C119857082 @default.
• W2090977144 hasConcept C121955636 @default.
• W2090977144 hasConcept C127413603 @default.
• W2090977144 hasConcept C140331021 @default.
• W2090977144 hasConcept C144133560 @default.
• W2090977144 hasConcept C149782125 @default.
• W2090977144 hasConcept C151956035 @default.
• W2090977144 hasConcept C152877465 @default.
• W2090977144 hasConcept C183469790 @default.
• W2090977144 hasConcept C185592680 @default.
• W2090977144 hasConcept C196083921 @default.
• W2090977144 hasConcept C198531522 @default.
• W2090977144 hasConcept C199360897 @default.
• W2090977144 hasConcept C2777275308 @default.
• W2090977144 hasConcept C3017944768 @default.
• W2090977144 hasConcept C33923547 @default.
• W2090977144 hasConcept C41008148 @default.
• W2090977144 hasConcept C43617362 @default.
• W2090977144 hasConcept C48921125 @default.
• W2090977144 hasConcept C61272859 @default.
• W2090977144 hasConcept C71924100 @default.
• W2090977144 hasConcept C78519656 @default.
• W2090977144 hasConcept C83546350 @default.
• W2090977144 hasConcept C84525736 @default.
• W2090977144 hasConcept C99454951 @default.
• W2090977144 hasConceptScore W2090977144C105795698 @default.
• W2090977144 hasConceptScore W2090977144C119857082 @default.
• W2090977144 hasConceptScore W2090977144C121955636 @default.
• W2090977144 hasConceptScore W2090977144C127413603 @default.
• W2090977144 hasConceptScore W2090977144C140331021 @default.
• W2090977144 hasConceptScore W2090977144C144133560 @default.
• W2090977144 hasConceptScore W2090977144C149782125 @default.
• W2090977144 hasConceptScore W2090977144C151956035 @default.

• next