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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Veröffentlicht in:	Transportation research. Part C, Emerging technologies Jg. 136; S. 103552
Hauptverfasser:	Sfeir, Georges, Rodrigues, Filipe, Abou-Zeid, Maya
Format:	Journal Article
Sprache:	Englisch
Veröffentlicht:	Elsevier Ltd 01.03.2022
Schlagworte:	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
Online-Zugang:	Volltext
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