Theory-based residual neural networks: A synergy of discrete choice models and deep neural networks

Researchers often treat data-driven and theory-driven models as two disparate or even conflicting methods in travel behavior analysis. However, the two methods are highly complementary because data-driven methods are more predictive but less interpretable and robust, while theory-driven methods are...

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Bibliographic Details
Main Authors: Wang, Shenhao (Author), Mo, Baichuan (Author), Zhao, Jinhua (Author)
Format: Article
Language:English
Published: Elsevier BV, 2022-02-07T20:48:33Z.
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