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ANFIS Based Expert System for Urban Mobility Estimation Based on User’s Telecommunication Activities in Public Mobile Network


Vidović, Krešimir; Mandžuka, Sadko; Brčić, Davor
ANFIS Based Expert System for Urban Mobility Estimation Based on User’s Telecommunication Activities in Public Mobile Network // 41st International Convention on Information and Communication Technology, Electronics and Microelectronics (MIPRO) / Karolj, Skala (ur.).
Zagreb: IEEE, 2018. str. 1165-1168 doi:10.23919/MIPRO.2018.8400182 (predavanje, međunarodna recenzija, cjeloviti rad (in extenso), znanstveni)


Naslov
ANFIS Based Expert System for Urban Mobility Estimation Based on User’s Telecommunication Activities in Public Mobile Network

Autori
Vidović, Krešimir ; Mandžuka, Sadko ; Brčić, Davor

Vrsta, podvrsta i kategorija rada
Radovi u zbornicima skupova, cjeloviti rad (in extenso), znanstveni

Izvornik
41st International Convention on Information and Communication Technology, Electronics and Microelectronics (MIPRO) / Karolj, Skala - Zagreb : IEEE, 2018, 1165-1168

Skup
41st International Convention on Information and Communication Technology, Electronics and Microelectronics (MIPRO)

Mjesto i datum
Opatija, Hrvatska, 21-25.05.2018

Vrsta sudjelovanja
Predavanje

Vrsta recenzije
Međunarodna recenzija

Ključne riječi
urban mobility estimation, indicators, index, ANFIS

Sažetak
New approach of urban mobility estimation using urban mobility indicators is presented in the paper. Indicators are calculated from anonymized data from public mobile communication network. The data set is derived from Call Data Records database that contains information about user’s telecommunication activities in the predefined area of the corresponding base stations. New approach is realised as expert system based on fuzzy logic and neural network. The result is ANFIS based expert system framework for urban mobility estimation trained using set of rules that were determined using method of surveying experts in domain of urban mobility.

Izvorni jezik
Engleski

Znanstvena područja
Tehnologija prometa i transport



POVEZANOST RADA


Ustanove
Ericsson Nikola Tesla d.d.,
Fakultet prometnih znanosti, Zagreb

Profili:

Avatar Url Krešimir Vidović (autor)

Avatar Url Davor Brčić (autor)

Avatar Url Sadko Mandžuka (autor)

Citiraj ovu publikaciju

Vidović, Krešimir; Mandžuka, Sadko; Brčić, Davor
ANFIS Based Expert System for Urban Mobility Estimation Based on User’s Telecommunication Activities in Public Mobile Network // 41st International Convention on Information and Communication Technology, Electronics and Microelectronics (MIPRO) / Karolj, Skala (ur.).
Zagreb: IEEE, 2018. str. 1165-1168 doi:10.23919/MIPRO.2018.8400182 (predavanje, međunarodna recenzija, cjeloviti rad (in extenso), znanstveni)
Vidović, K., Mandžuka, S. & Brčić, D. (2018) ANFIS Based Expert System for Urban Mobility Estimation Based on User’s Telecommunication Activities in Public Mobile Network. U: Karolj, S. (ur.)41st International Convention on Information and Communication Technology, Electronics and Microelectronics (MIPRO) doi:10.23919/MIPRO.2018.8400182.
@article{article, editor = {Karolj, S.}, year = {2018}, pages = {1165-1168}, DOI = {10.23919/MIPRO.2018.8400182}, keywords = {urban mobility estimation, indicators, index, ANFIS}, doi = {10.23919/MIPRO.2018.8400182}, title = {ANFIS Based Expert System for Urban Mobility Estimation Based on User’s Telecommunication Activities in Public Mobile Network}, keyword = {urban mobility estimation, indicators, index, ANFIS}, publisher = {IEEE}, publisherplace = {Opatija, Hrvatska} }

Časopis indeksira:


  • Scopus


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