| A prediction and behavioural analysis of machine learning methods for modelling travel mode choice | Jan 11, 2023 | Computational EfficiencyDiscrete Choice Models | CodeCode Available | 1 | 5 |
| Combining Discrete Choice Models and Neural Networks through Embeddings: Formulation, Interpretability and Performance | Sep 24, 2021 | Discrete Choice Models | CodeCode Available | 1 | 5 |
| Enhancing Discrete Choice Models with Representation Learning | Dec 23, 2018 | Discrete Choice Modelsparameter estimation | CodeCode Available | 1 | 5 |
| Choice Set Optimization Under Discrete Choice Models of Group Decisions | Feb 2, 2020 | Discrete Choice Models | CodeCode Available | 1 | 5 |
| Equality of opportunity in travel behavior prediction with deep neural networks and discrete choice models | Sep 25, 2021 | Discrete Choice ModelsFairness | CodeCode Available | 0 | 5 |
| A Neural-embedded Choice Model: TasteNet-MNL Modeling Taste Heterogeneity with Flexibility and Interpretability | Feb 3, 2020 | BenchmarkingDiscrete Choice Models | CodeCode Available | 0 | 5 |
| Fast Learning of MNL Model from General Partial Rankings with Application to Network Formation Modeling | Dec 31, 2021 | Discrete Choice Modelsparameter estimation | CodeCode Available | 0 | 5 |
| Choice Set Confounding in Discrete Choice | May 17, 2021 | Causal InferenceDiscrete Choice Models | CodeCode Available | 0 | 5 |
| A branch-and-cut algorithm for the latent-class logit assortment problem | Feb 14, 2014 | Assortment OptimizationDiscrete Choice Models | CodeCode Available | 0 | 5 |
| Choice-Learn: Large-scale choice modeling for operational contexts through the lens of machine learning | Sep 10, 2024 | Discrete Choice Models | CodeCode Available | 0 | 5 |
