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...
Main Authors: | , , |
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Format: | Article |
Language: | English |
Published: |
Elsevier BV,
2022-02-07T20:48:33Z.
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Subjects: | |
Online Access: | Get fulltext |