Work

Transportation Mode Choice Analysis Based on Classification Methods

Year: 2011

Type: article

Abstract: Transportation Mode Choice Analysis Based on Classification Methods Mode choice analysis has received the most attention among discrete choice problems in travel behavior literature. Most traditional mode choice models are based on the principle of random utility maximization derived from econometric theory. This paper investigates performance of mode choice analysis with classification methods - decision trees, discriminant analysis and multinomial logit. Experimental results have demonstrated satisfactory quality of classification.

Source: Scientific Journal of Riga Technical University Computer Sciences

DOI: 10.2478/v10143-011-0041-2

Authors: Nadezda Zenina, Arkady Borisov

Institution: Riga Technical University

Language: English

Topic: Transportation Planning and Optimization

Subfield: Transportation

Field: Social Sciences

Domain: Social Sciences

Open Access status: diamond

OpenAlex ID: W2065877672

FWCI: 0.926

Cites: 14

Cited by: 15

Related to: 10