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Pregled bibliografske jedinice broj: 1155815

Machine Learning in Urban Traffic Control

Ivanjko, Edouard; Gregurić, Martin; Čakija, Dino; Kušić, Krešimir; Miletić, Miletić; Vrbanić, Filip
Machine Learning in Urban Traffic Control // Fifth International Workshop on Data Science
Zagreb, Hrvatska, 2020. str. 51-54 (poster, međunarodna recenzija, prošireni sažetak, znanstveni)

CROSBI ID: 1155815 Za ispravke kontaktirajte CROSBI podršku putem web obrasca

Naslov
Machine Learning in Urban Traffic Control

Autori
Ivanjko, Edouard ; Gregurić, Martin ; Čakija, Dino ; Kušić, Krešimir ; Miletić, Miletić ; Vrbanić, Filip

Vrsta, podvrsta i kategorija rada
Sažeci sa skupova, prošireni sažetak, znanstveni

Izvornik
Fifth International Workshop on Data Science / - , 2020, 51-54

Skup
5th International Workshop on Data Science (IWDS 2020)

Mjesto i datum
Zagreb, Hrvatska, 24.11.2020

Vrsta sudjelovanja
Poster

Vrsta recenzije
Međunarodna recenzija

Ključne riječi
Intelligent Transport Systems ; Traffic Signal Control ; Machine Learning ; Reinforcement Learning ; Connected and Automated Vehicles ; Variable Speed Limit

Sažetak
The increase of the human population and the availability of vehicles created mega-cities with a significant need for daily mobility. The result is traffic congestion, increased pollution, and decreased life quality. Many research efforts are put into Intelligent Transport Systems (ITS) to cope with these problems. One of the ITS services is traffic control, where the availability of various data (inductive loops, traffic cameras, Bluetooth detectors, mobile phone data) is used as input to improve the Level of Service (LoS) of the urban road network.

Izvorni jezik
Engleski

Znanstvena područja
Tehnologija prometa i transport



POVEZANOST RADA

Projekti:
--KK.01.1.1.01.009 - Napredne metode i tehnologije u znanosti o podatcima i kooperativnim sustavima (DATACROSS) (Šmuc, Tomislav; Lončarić, Sven; Petrović, Ivan; Jokić, Andrej; Palunko, Ivana) ( CroRIS)

Ustanove:
Fakultet prometnih znanosti, Zagreb

Profili:

Avatar Url Martin Gregurić (autor)

Avatar Url Dino Čakija (autor)

Avatar Url Edouard Ivanjko (autor)

Avatar Url Filip Vrbanić (autor)

Avatar Url Krešimir Kušić (autor)

Poveznice na cjeloviti tekst rada:

Pristup cjelovitom tekstu rada

Citiraj ovu publikaciju:

Ivanjko, Edouard; Gregurić, Martin; Čakija, Dino; Kušić, Krešimir; Miletić, Miletić; Vrbanić, Filip
Machine Learning in Urban Traffic Control // Fifth International Workshop on Data Science
Zagreb, Hrvatska, 2020. str. 51-54 (poster, međunarodna recenzija, prošireni sažetak, znanstveni)
Ivanjko, E., Gregurić, M., Čakija, D., Kušić, K., Miletić, M. & Vrbanić, F. (2020) Machine Learning in Urban Traffic Control. U: Fifth International Workshop on Data Science.
@article{article, author = {Ivanjko, Edouard and Greguri\'{c}, Martin and \v{C}akija, Dino and Ku\v{s}i\'{c}, Kre\v{s}imir and Mileti\'{c}, Mileti\'{c} and Vrbani\'{c}, Filip}, year = {2020}, pages = {51-54}, keywords = {Intelligent Transport Systems, Traffic Signal Control, Machine Learning, Reinforcement Learning, Connected and Automated Vehicles, Variable Speed Limit}, title = {Machine Learning in Urban Traffic Control}, keyword = {Intelligent Transport Systems, Traffic Signal Control, Machine Learning, Reinforcement Learning, Connected and Automated Vehicles, Variable Speed Limit}, publisherplace = {Zagreb, Hrvatska} }
@article{article, author = {Ivanjko, Edouard and Greguri\'{c}, Martin and \v{C}akija, Dino and Ku\v{s}i\'{c}, Kre\v{s}imir and Mileti\'{c}, Mileti\'{c} and Vrbani\'{c}, Filip}, year = {2020}, pages = {51-54}, keywords = {Intelligent Transport Systems, Traffic Signal Control, Machine Learning, Reinforcement Learning, Connected and Automated Vehicles, Variable Speed Limit}, title = {Machine Learning in Urban Traffic Control}, keyword = {Intelligent Transport Systems, Traffic Signal Control, Machine Learning, Reinforcement Learning, Connected and Automated Vehicles, Variable Speed Limit}, publisherplace = {Zagreb, Hrvatska} }

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