A Bayesian optimization approach for calibrating large-scale activity-based transport models
author
Agriesti, Serio
Kuzmanovski, Vladimir
Hollmen, Jaakko
Roncoli, Claudio
Nahmias-Biran, Bat-Hen
statement of authorship
Serio Agriesti, Vladimir Kuzmanovski, Jaakko Hollmen, Claudio Roncoli, Bat-Hen Nahmias-Biran
source
IEEE Open Journal of Intelligent Transportation Systems
publisher
IEEE
journal volume number month
Vol. 4
year of publication
2023
pages
p. 740 - 754
url
https://doi.org/10.1109/OJITS.2023.3321110
subject term
mudelid
optimeerimine
tehisõpe
transport
keyword
Activity-based transport modeling
Bayesian optimization
machine learning
model calibration
surrogate model
ISSN
2687-7813
notes
Bibliogr.: 78 ref
Open Access
Open Access
scientific publication
teaduspublikatsioon
classifier
1.1
Scopus
https://www.scopus.com/sourceid/21101066249
https://www.scopus.com/record/display.uri?eid=2-s2.0-85174847851&origin=resultslist&sort=plf-f&src=s&sid=40ac1beac7d79217aeab7270ca83a0ea&sot=b&sdt=b&s=TITLE-ABS-KEY%28%22A+Bayesian+Optimization+Approach+for+Calibrating+Large-Scale+Activity-Based+Transport+Models%22%29&sl=109&sessionSearchId=40ac1beac7d79217aeab7270ca83a0ea&relpos=0
WOS
https://jcr.clarivate.com/jcr-jp/journal-profile?journal=IEEE%20OPEN%20J%20INTEL%20TR&year=2023
https://www.webofscience.com/wos/woscc/full-record/WOS:001091628500001
category (general)
Engineering
Tehnika
Computer science
Arvutiteadus
category (sub)
Engineering. Mechanical engineering
Tehnika. Masinaehitus
Engineering. Automotive engineering
Tehnika. Autotehnika
Computer science. Computer science applications
Arvutiteadus. Arvutiteaduse rakendused
quartile
Q1
TalTech department
Targa linna tippkeskus
language
inglise