ANFIS based Expert systems prototype development for estimation of Urban mobility (CROSBI ID 665880)
Prilog sa skupa u zborniku | izvorni znanstveni rad | međunarodna recenzija
Podaci o odgovornosti
Vidović, Krešimir ; Mandžuka, Sadko ; Brčić, Davor
engleski
ANFIS based Expert systems prototype development for estimation of Urban mobility
For the purpose of estimating urban mobility, an approach that uses urban mobility indicators calculated from the data subsystem from the Charging Data Records database in the public mobile telecommunications network was chosen. Calculated indicators are unified in the urban mobility index as a unique indicator of urban mobility in urban agglomeration. The urban mobility index is calculated using an expert system based on fuzzy logic, that is, the ANFIS (adaptive neuro-fuzzy inference system) method. It functions on the principle of applying conclusion methods which characterize neural networks with the goal of determining parameters of an indirect conclusion system (Fuzzy Inference System – FIS). The prototype of the system was developed by using the appropriate application environment, where the proposed methodology was implemented.
Urban mobility estimation, indicators, index, Call Data Records, telecommunications
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Podaci o prilogu
47-50.
2018.
objavljeno
10.23919/ELMAR.2018.8534602
Podaci o matičnoj publikaciji
Proceedings of 60th International Symposium ELMAR-2018
Muštra, Mario ; Grgić, Mislav ; Zovko-Cihlar, Branka ; Vitas, Dijana
Zagreb: Fakultet elektrotehnike i računarstva Sveučilišta u Zagrebu
978-953-184-244-0
1334-2630
Podaci o skupu
60th International Symposium ELMAR-2018
predavanje
16.09.2018-19.09.2018
Zagreb, Hrvatska
Povezanost rada
Elektrotehnika, Tehnologija prometa i transport