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dc.contributor.authorGünaydın, Hüsnü Murat
dc.contributor.authorDoğan, Sevgi Zeynep
dc.date.accessioned2016-06-07T10:59:26Z
dc.date.available2016-06-07T10:59:26Z
dc.date.issued2004-10
dc.identifier.citationGünaydın, H. M., and Doğan, S. Z. (2004). A neural network approach for early cost estimation of structural systems of buildings. International Journal of Project Management, 22(7), 595-602. doi:10.1016/j.ijproman.2004.04.002en_US
dc.identifier.issn0263-7863
dc.identifier.urihttp://doi.org/10.1016/j.ijproman.2004.04.002
dc.identifier.urihttp://hdl.handle.net/11147/4733
dc.description.abstractThe importance of decision making in cost estimation for building design processes points to a need for an estimation tool for both designers and project managers. This paper investigates the utility of neural network methodology to overcome cost estimation problems in early phases of building design processes. Cost and design data from thirty projects were used for training and testing our neural network methodology with eight design parameters utilized in estimating the square meter cost of reinforced concrete structural systems of 4-8 storey residential buildings in Turkey, an average cost estimation accuracy of 93% was achieved.en_US
dc.language.isoengen_US
dc.publisherElsevieren_US
dc.relation.isversionof10.1016/j.ijproman.2004.04.002en_US
dc.rightsinfo:eu-repo/semantics/openAccessen_US
dc.subjectNeural networksen_US
dc.subjectBuilding designen_US
dc.subjectManaging projectsen_US
dc.subjectCost estimationen_US
dc.subjectConcrete buildingsen_US
dc.titleA neural network approach for early cost estimation of structural systems of buildingsen_US
dc.typearticleen_US
dc.contributor.authorIDTR7988en_US
dc.contributor.authorIDTR114949en_US
dc.contributor.iztechauthorGünaydın, Hüsnü Murat
dc.contributor.iztechauthorDoğan, Sevgi Zeynep
dc.relation.journalInternational Journal of Project Managementen_US
dc.contributor.departmentIzmir Institute of Technology. Architectureen_US
dc.identifier.volume22en_US
dc.identifier.issue7en_US
dc.identifier.startpage595en_US
dc.identifier.endpage602en_US
dc.identifier.scopusSCOPUS:2-s2.0-3242891065
dc.relation.publicationcategoryMakale - Uluslararası Hakemli Dergi - Kurum Öğretim Elemanıen_US


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