• A Bayesian optimization approach for calibrating large-scale activity-based transport modelsAgriesti, Serio; Kuzmanovski, Vladimir; Hollmen, Jaakko; Roncoli, Claudio; Nahmias-Biran, Bat-HenIEEE Open Journal of Intelligent Transportation Systems2023 / p. 740 - 754 https://doi.org/10.1109/OJITS.2023.3321110 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 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
• Composite surrogate for likelihood-free bayesian optimisation in high-dimensional settings of activity-based transportation modelsKuzmanovski, Vladimir; Hollmén, JaakkoAdvances in Intelligent Data Analysis XIX : 19th International Symposium on Intelligent Data Analysis, IDA 2021, Porto, Portugal, April 26–28, 2021 : proceedings2021 / p. 171-183 : ill https://doi.org/10.1007/978-3-030-74251-5_14 https://www.scopus.com/sourceid/25674 https://www.scopus.com/record/display.uri?eid=2-s2.0-85105887493&origin=inward&txGid=b766e0b39ee6feeb6dd1de80e9bf5505 https://jcr.clarivate.com/jcr-jp/journal-profile?journal=LECT%20NOTES%20ARTIF%20INT&year=2005 https://www.webofscience.com/wos/woscc/full-record/WOS:000722625800014
• Semi-parametric approach to random forests for high-dimensional bayesian optimisationKuzmanovski, Vladimir; Hollmén, JaakkoDiscovery Science : 25th International Conference, DS 2022, Montpellier, France, October 10–12, 2022, Proceedings2022 / p. 418 - 428 https://doi.org/10.1007/978-3-031-18840-4_30 https://www.scopus.com/sourceid/25674 https://www.scopus.com/record/display.uri?eid=2-s2.0-85142759430&origin=resultslist&sort=plf-f&src=s&sid=d9d37ad6b8048f0f9ccde42ffcc3a0a0&sot=b&sdt=b&s=AUTHOR-NAME%28%22Kuzmanovski%2C+Vladimir%22%29&sl=110&sessionSearchId=d9d37ad6b8048f0f9ccde42ffcc3a0a0&relpos=1 https://jcr.clarivate.com/jcr-jp/journal-profile?journal=LECT%20NOTES%20ARTIF%20INT&year=2005 https://www.webofscience.com/wos/woscc/full-record/WOS:000897761100030