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master's thesis
Predviđanje količine prometa zasnovano na neuronskoj mreži
Zagreb: University of Zagreb, Faculty of Transport and Traffic Sciences, 2015. urn:nbn:hr:119:749606
Ravnjak, Matea
University of Zagreb
Faculty of Transport and Traffic Sciences
Division of Intelligent Transport Systems and Logistics
Department of Intelligent Transport Systems

Institutional repository: Faculty of Transport and Traffic Sciences

Cite this document

Ravnjak, M. (2015). Predviđanje količine prometa zasnovano na neuronskoj mreži (Master's thesis). Zagreb: University of Zagreb, Faculty of Transport and Traffic Sciences. Retrieved from https://urn.nsk.hr/urn:nbn:hr:119:749606

Ravnjak, Matea. "Predviđanje količine prometa zasnovano na neuronskoj mreži." Master's thesis, University of Zagreb, Faculty of Transport and Traffic Sciences, 2015. https://urn.nsk.hr/urn:nbn:hr:119:749606

Ravnjak, Matea. "Predviđanje količine prometa zasnovano na neuronskoj mreži." Master's thesis, University of Zagreb, Faculty of Transport and Traffic Sciences, 2015. https://urn.nsk.hr/urn:nbn:hr:119:749606

Ravnjak, M. (2015). 'Predviđanje količine prometa zasnovano na neuronskoj mreži', Master's thesis, University of Zagreb, Faculty of Transport and Traffic Sciences, accessed 11 November 2024, https://urn.nsk.hr/urn:nbn:hr:119:749606

Ravnjak M. Predviđanje količine prometa zasnovano na neuronskoj mreži [Master's thesis]. Zagreb: University of Zagreb, Faculty of Transport and Traffic Sciences; 2015 [cited 2024 November 11] Available at: https://urn.nsk.hr/urn:nbn:hr:119:749606

M. Ravnjak, "Predviđanje količine prometa zasnovano na neuronskoj mreži", Master's thesis, University of Zagreb, Faculty of Transport and Traffic Sciences, Zagreb, 2015. Available at: https://urn.nsk.hr/urn:nbn:hr:119:749606

Metadata
TitlePredviđanje količine prometa zasnovano na neuronskoj mreži
Title (english)Neural network based traffic prediction
AuthorMatea Ravnjak
MentorEdouard Ivanjko (mentor)
Committee memberŠtefica Mrvelj (predsjednik povjerenstva)
Committee memberSadko Mandžuka (član povjerenstva)
Committee memberHrvoje Gold (član povjerenstva)
GranterUniversity of Zagreb
Faculty of Transport and Traffic Sciences
(Division of Intelligent Transport Systems and Logistics)
(Department of Intelligent Transport Systems)
Zagreb
Defense date and country2015-09-24, Croatia
Scientific / art field,
discipline and subdiscipline		TECHNICAL SCIENCES
Traffic and Transport Technology
Postal and Telecommunications Traffic
Abstract
U ovom radu kreirana je neuronska mreža s ciljem predviđanja količine prometa na transportnoj mreži. Pri tome se misli na cestovni transport (broj vozila) te na telekomunikacijski promet, odnosno prijenos podataka. Na osnovu ulaznih varijabli prikupljenih tijekom određenog vremena, predviđa se broj vozila odnosno količina podatkovnog prometa za idući vremenski interval. Korištena je višeslojna struktura neuronske mreže, a rezultati pokazuju da je neuronska mreža sposobna prilikom učenja aproksimirati funkciju ulaznih i izlaznih varijabli uz visoku točnost.
Abstract (english)
In this paper, neural network is created in order to predict the amount of traffic in the transport networks. This refers to road transport (number of vehicles) and telecommunication traffic, i.e. data transfer. Based on the input variables collected during a certain time, neutral network made predictions for number of vehicles and the amount of data traffic for the next time interval. Multilayer structure neutral network is used, and the results show that the neural network is capable to learn approximate function of input and output variables with high accuracy.
Keywords
Keywords (english)
Languagecroatian
URN:NBNurn:nbn:hr:119:749606
Study programmeTitle: Traffic and Transport; specializations in: Road Traffic and Transport, Railway Traffic and Transport, Water Traffic and Transport, Air Traffic and Transport, Postal Traffic, Information and Communication Traffic, Urban Traffic and Transport
Course: Information and Communication Traffic
Study programme type: university
Study level: graduate
Academic / professional title: magistar/magistra inženjer/inženjerka prometa (magistar/magistra inženjer/inženjerka prometa)
Type of resourceText
File originBorn digital
Access conditionsOpen access
Terms of useLicence In copyright icon
Created on2015-09-30 11:31:41