Pregled bibliografske jedinice broj: 954865
ANFIS Based Expert System for Urban Mobility Estimation Based on User’s Telecommunication Activities in Public Mobile Network
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: Institute of Electrical and Electronics Engineers (IEEE), 2018. str. 996-999 doi:10.23919/MIPRO.2018.8400182 (predavanje, međunarodna recenzija, cjeloviti rad (in extenso), znanstveni)
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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 : Institute of Electrical and Electronics Engineers (IEEE), 2018, 996-999
Skup
41st International Convention on Information and Communication Technology, Electronics and Microelectronics (MIPRO 2018)
Mjesto i datum
Opatija, Hrvatska, 21.05.2018. - 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
Citiraj ovu publikaciju:
Časopis indeksira:
- Web of Science Core Collection (WoSCC)
- Conference Proceedings Citation Index - Science (CPCI-S)
- Scopus