Detail publikačního výsledku

Statistical Learning-Based Analysis of Human Driver Model Parameters

WOJNAROWSKÝ, K.; MIHÁLIK, O.

Originální název

Statistical Learning-Based Analysis of Human Driver Model Parameters

Anglický název

Statistical Learning-Based Analysis of Human Driver Model Parameters

Druh

Stať ve sborníku v databázi WoS či Scopus

Originální abstrakt

This paper focuses on the development of functions and scripts capable of analyzing the parameters of a mathematical model of human drivers using the MATLAB environment. The main goal of this work was to confirm or refute the correlation between questionnaire responses and mathematical parameters. For this purpose, a set of scripts and functions was created, utilizing artificial intelligence-based statistical learning methods, such as regression and classification tools.

Anglický abstrakt

This paper focuses on the development of functions and scripts capable of analyzing the parameters of a mathematical model of human drivers using the MATLAB environment. The main goal of this work was to confirm or refute the correlation between questionnaire responses and mathematical parameters. For this purpose, a set of scripts and functions was created, utilizing artificial intelligence-based statistical learning methods, such as regression and classification tools.

Klíčová slova

statistical learning, MATLAB, vehicle simulator,dynamical models, McRuer model, Donges model

Klíčová slova v angličtině

statistical learning, MATLAB, vehicle simulator,dynamical models, McRuer model, Donges model

Autoři

WOJNAROWSKÝ, K.; MIHÁLIK, O.

Vydáno

29.04.2025

Nakladatel

Brno University of Technology, Faculty of Electrical Engineering and Communication

Místo

Brno, Czechia

ISBN

978-80-214-6321-9

Kniha

Proceedings I of the 31st Conference STUDENT EEICT 2025

Edice

1

Strany od

83

Strany do

86

Strany počet

4

URL

https://www.eeict.cz/eeict_download/archiv/sborniky/EEICT_2025_sbornik_1.pdf

BibTex

@inproceedings{BUT197780,
  author="Kryštof {Wojnarowský} and Ondrej {Mihálik}",
  title="Statistical Learning-Based Analysis of Human Driver Model Parameters",
  booktitle="Proceedings I of the 31st Conference STUDENT EEICT 2025",
  year="2025",
  series="1",
  number="1",
  pages="83--86",
  publisher="Brno University of Technology, Faculty of Electrical Engineering and Communication",
  address="Brno, Czechia",
  isbn="978-80-214-6321-9",
  url="https://www.eeict.cz/eeict_download/archiv/sborniky/EEICT_2025_sbornik_1.pdf"
}

Dokumenty

Statistical Learning-Based Analysis of Human Driver Model Parameters