Neural Networks based modelling of traffic accidents in interurban rural highways, Düzce sampling

Basit Öğe Kaydı
dc.contributor.authorÖzgan, Ercan
dc.contributor.authorDemirci, Recep
dc.date.accessioned2020-04-30T13:32:51Z
dc.date.available2020-04-30T13:32:51Z
dc.date.issued2008
dc.departmentDÜ, Teknik Eğitim Fakültesi, Tasarım ve Konstrüksiyon Eğitimi Bölümüen_US
dc.description.abstractIn this study, alternatively, Artificial Neural Network (ANN) based modelling of traffic accidents on two line interurban rural highways in terms of number of accidents, injuries and dead have been presented. This study was conducted for D100/11 state highway section in Düzce. In this section of the highway, totally 783 traffic accidents occurred and 1396 vehicles involved in these accidents between 2002 and 2006 years. Using traffic accident reports data, ANN was applied for modelling of traffic accidents with respect to distance and months. As a result, it was observed that there was a perfect fit between the simulation results and actual data of accidents and the created neural network model of accidents resembles the actual data. Therefore, the developed model could be an alternative method for predictions of traffic accidents on interurban rural highways. © 2008 Asian Network for Scientific Information.en_US
dc.identifier.doi10.3923/jas.2008.146.151en_US
dc.identifier.endpage151en_US
dc.identifier.issn1812-5654
dc.identifier.issue1en_US
dc.identifier.scopusqualityN/Aen_US
dc.identifier.startpage146en_US
dc.identifier.urihttps://dx.doi.org/10.3923/jas.2008.146.151
dc.identifier.urihttps://hdl.handle.net/20.500.12684/458
dc.identifier.volume8en_US
dc.indekslendigikaynakScopusen_US
dc.language.isoenen_US
dc.publisherAsian Network for Scientific Informationen_US
dc.relation.ispartofJournal of Applied Sciencesen_US
dc.relation.publicationcategoryMakale - Uluslararası Hakemli Dergi - Kurum Öğretim Elemanıen_US
dc.rightsinfo:eu-repo/semantics/openAccessen_US
dc.subjectAnalysis; ANN; Data mining; Identification; Simulation; Traffic accidentsen_US
dc.titleNeural Networks based modelling of traffic accidents in interurban rural highways, Düzce samplingen_US
dc.typeArticleen_US

Dosyalar

Orijinal paket
Listeleniyor 1 - 1 / 1
Küçük Resim
İsim:
0458.pdf
Boyut:
758.6 KB
Biçim:
Adobe Portable Document Format
Açıklama:
Tam Metin / Full Text
İndir

Koleksiyon

Scopus İndeksli Yayınlar Koleksiyonu
Makale Koleksiyonu