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Discrete Choice Models

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TitleStatusHype
Choice Set Optimization Under Discrete Choice Models of Group DecisionsCode1
Combining Discrete Choice Models and Neural Networks through Embeddings: Formulation, Interpretability and PerformanceCode1
A prediction and behavioural analysis of machine learning methods for modelling travel mode choiceCode1
Enhancing Discrete Choice Models with Representation LearningCode1
A Feedback Control Framework for Incentivised Suburban Parking Utilisation and Urban Core Traffic Relief—0
A Data-Driven State Aggregation Approach for Dynamic Discrete Choice Models—0
Convex Latent Effect Logit Model via Sparse and Low-rank Decomposition—0
A Deep Learning and Gamification Approach to Energy Conservation at Nanyang Technological University—0
Conditional Choice Probability Estimation of Dynamic Discrete Choice Models with 2-period Finite Dependence—0
Comparing hundreds of machine learning classifiers and discrete choice models in predicting travel behavior: an empirical benchmark—0
A Recursive Partitioning Approach for Dynamic Discrete Choice Modeling in High Dimensional Settings—0
Attitudes and Latent Class Choice Models using Machine learning—0
A tutorial on recursive models for analyzing and predicting path choice behavior—0
A utility-based spatial analysis of residential street-level conditions; A case study of Rotterdam—0
Bayesian Deep Learning for Discrete Choice—0
A Data Fusion Approach for Ride-sourcing Demand Estimation: A Discrete Choice Model with Sampling and Endogeneity Corrections—0
Bayesian Automatic Relevance Determination for Utility Function Specification in Discrete Choice Models—0
A Note on "A survey of preference estimation with unobserved choice set heterogeneity" by Gregory S. Crawford, Rachel Griffith, and Alessandro Iaria—0
Approximating Choice Data by Discrete Choice Models—0
Automatic Debiased Machine Learning for Dynamic Treatment Effects and General Nested Functionals—0
A Neural Network Based Choice Model for Assortment Optimization—0
A break from the norm? Parametric representations of preference heterogeneity for discrete choice models in health—0
Comparison of Discrete Choice Models and Artificial Neural Networks in Presence of Missing Variables—0
Computer vision-enriched discrete choice models, with an application to residential location choice—0
Continuous permanent unobserved heterogeneity in dynamic discrete choice models—0
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