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An empirical comparison of the validity of a neural net based multinomial logit choice model to alternative model specifications. (2004). Hruschka, Harald ; Fettes, Werner ; Probst, Markus.
In: European Journal of Operational Research.
RePEc:eee:ejores:v:159:y:2004:i:1:p:166-180.

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  1. Combining discrete choice models and neural networks through embeddings: Formulation, interpretability and performance. (2023). Pereira, Francisco C ; Azevedo, Carlos Lima ; Krueger, Rico ; Arkoudi, Ioanna.
    In: Transportation Research Part B: Methodological.
    RePEc:eee:transb:v:175:y:2023:i:c:s019126152300108x.

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  2. Attitudes and Latent Class Choice Models using Machine Learning. (2023). Sfeir, Georges ; Pereira, Francisco Camara ; Lahoz, Lorena Torres ; Azevedo, Carlos Lima ; Monteiro, Mayara Moraes ; Arkoudi, Ioanna.
    In: Journal of choice modelling.
    RePEc:eee:eejocm:v:49:y:2023:i:c:s1755534523000532.

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  3. Attitudes and Latent Class Choice Models using Machine learning. (2023). Azevedo, Carlos Lima ; Monteiro, Mayara Moraes ; Arkoudi, Ioanna ; Sfeir, Georges ; Pereira, Francisco Camara ; Lahoz, Lorena Torres.
    In: Papers.
    RePEc:arx:papers:2302.09871.

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  4. A neural-embedded discrete choice model: Learning taste representation with strengthened interpretability. (2022). Ben-Akiva, Moshe ; Pereira, Francisco Camara ; Han, Yafei ; Zegras, Christopher.
    In: Transportation Research Part B: Methodological.
    RePEc:eee:transb:v:163:y:2022:i:c:p:166-186.

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  5. Combining Discrete Choice Models and Neural Networks through Embeddings: Formulation, Interpretability and Performance. (2021). Azevedo, Carlos Lima ; Arkoudi, Ioanna ; Pereira, Francisco C.
    In: Papers.
    RePEc:arx:papers:2109.12042.

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  6. Enhancing discrete choice models with representation learning. (2020). Alahi, Alexandre ; Lurkin, Virginie ; Sifringer, Brian.
    In: Transportation Research Part B: Methodological.
    RePEc:eee:transb:v:140:y:2020:i:c:p:236-261.

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  7. A Neural-embedded Choice Model: TasteNet-MNL Modeling Taste Heterogeneity with Flexibility and Interpretability. (2020). Ben-Akiva, Moshe ; Pereira, Francisco Camara ; Zegras, Christopher ; Han, Yafei.
    In: Papers.
    RePEc:arx:papers:2002.00922.

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  8. Accommodating heterogeneity and nonlinearity in price effects for predicting brand sales and profits. (2015). Wechselberger, Peter ; Steiner, Winfried J. ; Lang, Stefan ; Weber, Anett .
    In: European Journal of Operational Research.
    RePEc:eee:ejores:v:246:y:2015:i:1:p:232-241.

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  9. Using a heterogeneous multinomial probit model with a neural net extension to model brand choice. (2007). Hruschka, Harald.
    In: Journal of Forecasting.
    RePEc:jof:jforec:v:26:y:2007:i:2:p:113-127.

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