Automatic generation of 3D networks in cityGML and design of an intelligent individual evacuation model for building fires within the scope of 3D GIS

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dc.contributor.authorAtila, U.
dc.contributor.authorKaras, I.R.
dc.contributor.authorTuran, M.K.
dc.contributor.authorRahman, A.A.
dc.date.accessioned2024-09-29T16:21:15Z
dc.date.available2024-09-29T16:21:15Z
dc.date.issued2014
dc.departmentKarabük Üniversitesien_US
dc.descriptionISPRS 8th 3D GeoInfo Conference and WG II/2 Workshop -- 27 November 2013 through 29 November 2013 -- Istanbul -- 107500en_US
dc.description.abstractDesigning 3D navigation systems requires addressing solution methods for complex topologies, 3D modelling, visualization, topological network analysis and so on. 3D navigation within 3D-GIS environment is increasingly growing and spreading to various fields. One of those fields is evacuation through the shortest path with safety in case of disasters such as fire, massive terrorist attacks happening in complex and tall buildings of today’s world. Especially fire with no doubt is one of the most dangerous disaster threatening these buildings including thousands of occupants inside. This chapter presents entire solution methods for designing an intelligent individual evacuation model starting from data generation process. The model is based on Multilayer Perceptron (MLP) which is one of the most preferred artificial neural network architecture in classification and prediction problems. We focus on integration of this model with a 3D-GIS based simulation for demonstrating an individual evacuation process. © Springer International Publishing Switzerland 2014.en_US
dc.description.sponsorshipTUBITAK; Türkiye Bilimsel ve Teknolojik Araştirma Kurumu, TÜBITAK, (112Y050)en_US
dc.identifier.doi10.1007/978-3-319-00515-7_8
dc.identifier.endpage142en_US
dc.identifier.issn1863-2351
dc.identifier.scopus2-s2.0-84988369642en_US
dc.identifier.scopusqualityQ3en_US
dc.identifier.startpage123en_US
dc.identifier.urihttps://doi.org/10.1007/978-3-319-00515-7_8
dc.identifier.urihttps://hdl.handle.net/20.500.14619/9650
dc.indekslendigikaynakScopusen_US
dc.language.isoenen_US
dc.publisherKluwer Academic Publishersen_US
dc.relation.ispartofLecture Notes in Geoinformation and Cartographyen_US
dc.relation.publicationcategoryKonferans Öğesi - Uluslararası - Kurum Öğretim Elemanıen_US
dc.rightsinfo:eu-repo/semantics/closedAccessen_US
dc.subject3D-GISen_US
dc.subjectEvacuationen_US
dc.subjectIntelligent routingen_US
dc.subjectMultilayer perceptronen_US
dc.subjectNavigationen_US
dc.subjectNetwork analysisen_US
dc.titleAutomatic generation of 3D networks in cityGML and design of an intelligent individual evacuation model for building fires within the scope of 3D GISen_US
dc.typeConference Objecten_US

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