Gaussian process latent class choice models

•Integration of machine learning and discrete choice models.•New choice model referred to as Gaussian process latent class choice model.•Derivation and implementation of an expectation-maximization algorithm.•More complex and flexible representation of unobserved heterogeneity.•The model improves pr...

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Vydané v:	Transportation research. Part C, Emerging technologies Ročník 136; s. 103552
Hlavní autori:	Sfeir, Georges, Rodrigues, Filipe, Abou-Zeid, Maya
Médium:	Journal Article
Jazyk:	English
Vydavateľské údaje:	Elsevier Ltd 01.03.2022
Predmet:	Discrete choice models EM algorithm Gaussian process Latent class choice models Machine learning Latent class choice models Gaussian process Discrete choice models EM algorithm Machine learning
ISSN:	0968-090X, 1879-2359
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