Transport and Mobility Laboratory: technical reports

TRANSP-OR

Ortelli et al., 2024
Ortelli, N., de Lapparent, M., Varotto, S. F., and Bierlaire, M. (2024). An integrated ordered logit and latent variable model for accident injury severity and risk-taking behavior. Technical report TRANSP-OR 240101. Transport and Mobility Laboratory, ENAC, EPFL. Research theme(s): Discrete choice [Applications][Abstract] [Google Scholar][Bibtex] [XML Marc] [Download PDF]

Bierlaire and Paschalidis, 2023
Bierlaire, M., and Paschalidis, E. (2023). Estimating MEV models with samples of alternatives. Technical report TRANSP-OR 231225. Transport and Mobility Laboratory, ENAC, EPFL. Research theme(s): Discrete choice [Model estimation, Multivariate Extreme Value models (or GEV)][Google Scholar][Bibtex] [XML Marc]

Bierlaire, 2023
Bierlaire, M. (2023). A short introduction to Biogeme. Technical report TRANSP-OR 230620. Transport and Mobility Laboratory, ENAC, EPFL. Research theme(s): Discrete choice [Model estimation][Google Scholar][Bibtex] [XML Marc] [Download PDF]

Ortelli et al., 2023
Ortelli, N., de Lapparent, M., and Bierlaire, M. (2023). Resampling estimation of discrete choice models. Technical report TRANSP-OR 230330. Transport and Mobility Laboratory, ENAC, EPFL. Research theme(s): Discrete choice [Model estimation][Abstract] [Google Scholar][Bibtex] [XML Marc] [Download PDF]

Bierlaire and Ortelli, 2023
Bierlaire, M., and Ortelli, N. (2023). Assisted specification with Biogeme 3.2.12. Technical report 230816. Transport and Mobility Laboratory, ENAC, EPFL. Research theme(s): Discrete choice [Model estimation, Model specification][Abstract] [Google Scholar][Bibtex] [XML Marc] [Download PDF]

Pougala et al., 2022
Pougala, J., Hillel, T., and Bierlaire, M. (2022). OASIS: Optimisation-based Activity Scheduling with Integrated Simultaneous choice dimensions. Technical report TRANSP-OR 221124. Transport and Mobility Laboratory, ENAC, EPFL. Research theme(s): Operations research [Simulation, Scheduling], Transportation research [Activity based models], Discrete choice [Model specification, Model estimation][Abstract] [Google Scholar][Bibtex] [XML Marc] [Download PDF]

Varotto et al., 2022
Varotto, S. F., Krueger, R., and Bierlaire, M. (2022). Modelling travel behaviour: A choice modelling perspective. Technical report TRANSP-OR 220315. Transport and Mobility Laboratory, ENAC, EPFL. Research theme(s): Discrete choice [Model specification][Google Scholar][Bibtex] [XML Marc] [Download PDF]

Bierlaire and Ortelli, 2022
Bierlaire, M., and Ortelli, N. (2022). Assisted specification with Biogeme. Technical report 220707. Transport and Mobility Laboratory, ENAC, EPFL. Research theme(s): Discrete choice [Model estimation, Model specification][Abstract] [Google Scholar][Bibtex] [XML Marc] [Download PDF]

Manser et al., 2021
Manser, P., Haering, T., Hillel, T., Pougala, J., Krueger, R., and Bierlaire, M. (2021). Resolving temporal scheduling conflicts in activity-based modelling. Technical report TRANSP-OR 211209. Transport and Mobility Laboratory, ENAC, EPFL. Research theme(s): Operations research [Mixed integer programming, Scheduling], Transportation research [Activity based models], Discrete choice [Applications, Model specification][Abstract] [Google Scholar][Bibtex] [XML Marc] [Download PDF]

Krueger and Daziano, 2021
Krueger, R., and Daziano, R. (2021). Stated choice analysis of preferences for COVID-19 vaccines using the Choquet integral. Technical report TRANSP-OR 211129. Transport and Mobility Laboratory, ENAC, EPFL. Research theme(s): Discrete choice [Model specification, Applications][Abstract] [Google Scholar][Bibtex] [XML Marc] [Download PDF]

Pacheco Paneque et al., 2021
Pacheco, M., Gendron, B., Sharif Azadeh, S., and Bierlaire, M. (2021). A Lagrangian decomposition scheme for choice-based optimization. Technical report TRANSP-OR 210827. Transport and Mobility Laboratory, ENAC, EPFL. Research theme(s): Operations research [Mixed integer programming], Discrete choice [Applications][Abstract] [Google Scholar][Bibtex] [XML Marc] [Download PDF]

Krueger et al., 2021
Krueger, R., Bierlaire, M., Daziano, R., Rashidi, T., and Bansal, P. (2021). Evaluating the predictive abilities of mixed logit models with unobserved inter- and intra-individual heterogeneity. Technical report TRANSP-OR 210617. Transport and Mobility Laboratory, ENAC, EPFL. Research theme(s): Discrete choice [Model estimation, Mixtures][Google Scholar][Bibtex] [XML Marc] [Download PDF]

Krueger et al., 2021
Krueger, R., Bierlaire, M., Gasos, T., and Bansal, P. (2021). Robust discrete choice models with t-distributed kernel errors. Technical report TRANSP-OR 210518. Transport and Mobility Laboratory, ENAC, EPFL. Research theme(s): Transportation research [Mode choice], Discrete choice [Model specification][Google Scholar][Bibtex] [XML Marc] [Download PDF]

Bierlaire et al., 2021
Bierlaire, M., Frejinger, E., and Hillel, T. (2021). Dynamic choice models. Technical report TRANSP-OR 210305. Transport and Mobility Laboratory, ENAC, EPFL. Research theme(s): Discrete choice [Model specification, Model estimation][Google Scholar][Bibtex] [XML Marc] [Download PDF]

Bortolomiol et al., 2021
Bortolomiol, S., Lurkin, V., and Bierlaire, M. (2021). Price-based regulation of oligopolistic markets under discrete choice models of demand. Technical report TRANSP-OR 210127. Transport and Mobility Laboratory, ENAC, EPFL. Research theme(s): Operations research [Mixed integer programming], Discrete choice [Applications], Game Theory, Consumer behavior[Abstract] [Google Scholar][Bibtex] [XML Marc] [Download PDF]

Pougala et al., 2021
Pougala, J., Hillel, T., and Bierlaire, M. (2021). Capturing trade-offs between daily scheduling choices. Technical report TRANSP-OR 210101. Transport and Mobility Laboratory, ENAC, EPFL. Research theme(s): Operations research [Simulation, Scheduling], Transportation research [Value of time], Discrete choice [Model specification][Abstract] [Google Scholar][Bibtex] [XML Marc] [Download PDF]

Xie et al., 2021
Xie, S., Hillel, T., and Jin, Y. (2021). An Early Stopping Bayesian Data Assimilation Approach for Mixed-Logit Estimation. Technical report arXiv:2101.11159. Transport and Mobility Laboratory, ENAC, EPFL. Research theme(s): Transportation research [Mode choice], Discrete choice [Machine learning, Model estimation][Abstract] [Google Scholar][Bibtex] [XML Marc] [Download PDF]

Bierlaire and Krueger, 2020
Bierlaire, M., and Krueger, R. (2020). Sampling and discrete choice. Technical report TRANSP-OR 201109. Transport and Mobility Laboratory, ENAC, EPFL. Research theme(s): Discrete choice [Model estimation][Google Scholar][Bibtex] [XML Marc] [Download PDF]

Ortelli et al., 2020
Ortelli, N., Hillel, T., Pereira, F. C., de Lapparent, M., and Bierlaire, M. (2020). Assisted Specification of Discrete Choice Models. Technical report TRANSP-OR 200708. Transport and Mobility Laboratory, ENAC, EPFL. Research theme(s): Discrete choice [Model specification][Abstract] [Google Scholar][Bibtex] [XML Marc] [Download PDF]

Hillel, 2020
Hillel, T. (2020). New perspectives on the performance of machine learning classifiers for mode-choice prediction. Technical report TRANSP-OR 200704. Transport and Mobility Laboratory, ENAC, EPFL. Research theme(s): Transportation research [Mode choice], Discrete choice [Machine learning][Abstract] [Google Scholar][Bibtex] [XML Marc] [Download PDF]

Bierlaire, 2020
Bierlaire, M. (2020). A short introduction to PandasBiogeme. Technical report TRANSP-OR 200605. Transport and Mobility Laboratory, ENAC, EPFL. Research theme(s): Discrete choice [Model estimation][Google Scholar][Bibtex] [XML Marc] [Download PDF]

Krueger et al., 2020
Krueger, R., Bansal, P., Bierlaire, M., Daziano, R., and Rashidi, T. (2020). Variational bayesian inference for mixed logit models with unobserved inter-and intra-individual heterogeneity. Technical report arXiv:1905.00419. Transport and Mobility Laboratory, ENAC, EPFL. Research theme(s): Discrete choice [Model estimation, Mixtures][Google Scholar][Bibtex] [XML Marc]

Wong and Farooq, 2020
Wong, M., and Farooq, B. (2020). ResLogit: A residual neural network logit model for data-driven choice modelling. Technical report arXiv preprint arXiv:1912.10058v2. Transport and Mobility Laboratory, ENAC, EPFL. Research theme(s): Discrete choice [Model specification, Machine learning][Google Scholar][Bibtex] [XML Marc] [Download PDF]

Bierlaire, 2019
Bierlaire, M. (2019). Monte-Carlo integration with PandasBiogeme. Technical report TRANSP-OR 191231. Transport and Mobility Laboratory, ENAC, EPFL. Research theme(s): Discrete choice [Model estimation][Google Scholar][Bibtex] [XML Marc] [Download PDF]

Lederrey et al., 2019
Lederrey, G., Lurkin, V., Hillel, T., and Bierlaire, M. (2019). Estimation of Discrete Choice Models with Hybrid Stochastic Adaptive Batch Size Algorithms. Technical report TRANSP-OR 191213. Transport and Mobility Laboratory, ENAC, EPFL. Research theme(s): Discrete choice [Model estimation][Google Scholar][Bibtex] [XML Marc] [Download PDF]

Bortolomiol et al., 2019
Bortolomiol, S., Lurkin, V., and Bierlaire, M. (2019). A disaggregate choice-based approach to find epsilon-equilibria of oligopolistic markets. Technical report TRANSP-OR 191107. Transport and Mobility Laboratory, ENAC, EPFL. Research theme(s): Operations research [Mixed integer programming], Discrete choice [Applications], Game Theory, Consumer behavior[Abstract] [Google Scholar][Bibtex] [XML Marc] [Download PDF]

Hillel et al., 2019
Hillel, T., Bierlaire, M., and Jin, Y. (2019). A systematic review of machine learning methodologies for modelling passenger mode choice. Technical report TRANSP-OR 191025. Transport and Mobility Laboratory, ENAC, EPFL. Research theme(s): Transportation research [Mode choice], Discrete choice [Machine learning][Abstract] [Google Scholar][Bibtex] [XML Marc] [Download PDF]

Bansal et al., 2019
Bansal, P., Krueger, R., Bierlaire, M., Daziano, R., and Rashidi, T. (2019). Bayesian estimation of mixed multinomial logit models: Advances and simulation-based evaluations.. Technical report arXiv:1904.03647. Transport and Mobility Laboratory, ENAC, EPFL. Research theme(s): Discrete choice [Mixtures, Model estimation][Google Scholar][Bibtex] [XML Marc] [Download PDF]

Bierlaire, 2018
Bierlaire, M. (2018). Estimating choice models with latent variables with PandasBiogeme. Technical report TRANSP-OR 181227. Transport and Mobility Laboratory, ENAC, EPFL. Research theme(s): Discrete choice [Model estimation][Google Scholar][Bibtex] [XML Marc] [Download PDF]

Bierlaire, 2018
Bierlaire, M. (2018). Calculating indicators with PandasBiogeme. Technical report TRANSP-OR 181223. Transport and Mobility Laboratory, ENAC, EPFL. Research theme(s): Discrete choice [Model specification, Applications][Google Scholar][Bibtex] [XML Marc] [Download PDF]

Bierlaire, 2018
Bierlaire, M. (2018). PandasBiogeme: a short introduction. Technical report TRANSP-OR 181219. Transport and Mobility Laboratory, ENAC, EPFL. Research theme(s): Discrete choice [Model estimation][Google Scholar][Bibtex] [XML Marc] [Download PDF]

Kazagli et al., 2017
Kazagli, E., Bierlaire, M., and de Lapparent, M. (2017). Operational route choice methodologies for practical applications. Technical report TRANSP-OR 170526. Transport and Mobility Laboratory, ENAC, EPFL. Research theme(s): Transportation research [Route choice], Discrete choice [Route choice][Google Scholar][Bibtex] [XML Marc] [Download PDF]

Bierlaire and Lurkin, 2017
Bierlaire, M., and Lurkin, V. (2017). Introduction to disaggregate demand models. Technical report TRANSP-OR 170508. Transport and Mobility Laboratory, ENAC, EPFL. Research theme(s): Discrete choice [Model specification][Abstract] [Google Scholar][Bibtex] [XML Marc] [Download PDF]

Bierlaire, 2016
Bierlaire, M. (2016). PythonBiogeme: a short introduction. Technical report TRANSP-OR 160706. Transport and Mobility Laboratory, ENAC, EPFL. Research theme(s): Discrete choice [Model estimation][Google Scholar][Bibtex] [XML Marc] [Download PDF]

Fernandez-Antolin et al., 2016
Fernandez-Antolin, A., Guevara-Cue, A., de Lapparent, M., and Bierlaire, M. (2016). Correcting for endogeneity using the multiple indicator solution. Technical report TRANSP-OR 160405. Transport and Mobility Laboratory, ENAC, EPFL. Research theme(s): Transportation research [Value of time, Mode choice], Discrete choice [Model estimation, Model specification][Abstract] [Google Scholar][Bibtex] [XML Marc] [Download PDF]

Bierlaire and Sharif Azadeh, 2016
Bierlaire, M., and Sharif Azadeh, S. (2016). Demand-based discrete optimization. Technical report 160209. Transport and Mobility Laboratory, ENAC, EPFL. Research theme(s): Operations research [Mixed integer programming], Discrete choice [Applications][Abstract] [Google Scholar][Bibtex] [XML Marc] [Download PDF]

Danalet et al., 2015
Danalet, A., Tinguely, L., de Lapparent, M., and Bierlaire, M. (2015). Location choice with longitudinal WiFi data. Technical report TRANSP-OR 151110. Transport and Mobility Laboratory, ENAC, EPFL. Research theme(s): Transportation research [Pedestrians, Intelligent Transportation Systems], Discrete choice [Mixtures, Model specification], Consumer behavior[Abstract] [Google Scholar][Bibtex] [XML Marc]
Published as: Location choice with longitudinal WiFi data, Journal of Choice Modelling 18():1-17 (2016).
[Infoscience]

Bierlaire, 2015
Bierlaire, M. (2015). BisonBiogeme: syntax of the modeling language. Technical report TRANSP-OR 151102. Transport and Mobility Laboratory, ENAC, EPFL. Research theme(s): Discrete choice [Model estimation][Google Scholar][Bibtex] [XML Marc] [Download PDF]

Hänseler et al., 2015
Hänseler, F., Lam, W., Bierlaire, M., Lederrey, G., and Nikolic, M. (2015). A dynamic network loading model for anisotropic and congested pedestrian flows. Technical report TRANSP-OR 151026. Transport and Mobility Laboratory, ENAC, EPFL. Research theme(s): Operations research [Simulation, Nonlinear optimization], Transportation research [Pedestrians, Public transportation], Discrete choice [Model specification, Model estimation][Abstract] [Google Scholar][Bibtex] [XML Marc] [Download PDF]

Hänseler et al., 2015
Hänseler, F., Bierlaire, M., and Scarinci, R. (2015). Assessing the usage and level-of-service of pedestrian facilities in train stations: A Swiss case study. Technical report TRANSP-OR 151008. Transport and Mobility Laboratory, ENAC, EPFL. Research theme(s): Operations research [Simulation, Least squares], Transportation research [Public transportation, Pedestrians], Discrete choice [Model estimation][Abstract] [Google Scholar][Bibtex] [XML Marc] [Download PDF]

Kazagli et al., 2015
Kazagli, E., Bierlaire, M., and Flötteröd, G. (2015). Revisiting the Route Choice Problem: A Modeling Framework Based on Mental Representations. Technical report TRANSP-OR 150824. Transport and Mobility Laboratory, ENAC, EPFL. Research theme(s): Transportation research [Route choice], Discrete choice [Route choice, Model specification][Abstract] [Google Scholar][Bibtex] [XML Marc] [Download PDF]

Bierlaire, 2015
Bierlaire, M. (2015). BisonBiogeme: estimating a first model. Technical report TRANSP-OR 150720. Transport and Mobility Laboratory, ENAC, EPFL. Research theme(s): Discrete choice [Model estimation][Google Scholar][Bibtex] [XML Marc] [Download PDF]

Hänseler et al., 2015
Hänseler, F., Molyneaux, N., and Bierlaire, M. (2015). Estimation of pedestrian origin-destination demand in train stations. Technical report TRANSP-OR 150703. Transport and Mobility Laboratory, ENAC, EPFL. Research theme(s): Operations research [Simulation, Least squares], Transportation research [Origin-destination matrices, Pedestrians], Discrete choice [Route choice, Model estimation][Abstract] [Google Scholar][Bibtex] [XML Marc] [Download PDF]

Nikolic et al., 2015
Nikolic, M., Bierlaire, M., and Farooq, B. (2015). Probabilistic speed-density relationship for pedestrian traffic: a data-driven approach. Technical report TRANSP-OR 150411. Transport and Mobility Laboratory, ENAC, EPFL. Research theme(s): Operations research [Simulation], Transportation research [Pedestrians, Public transportation], Discrete choice [Model estimation, Mixtures][Abstract] [Google Scholar][Bibtex] [XML Marc] [Download PDF]

Hänseler et al., 2015
Hänseler, F., Molyneaux, N., and Bierlaire, M. (2015). Schedule-based estimation of pedestrian origin-destination demand in railway stations. Technical report TRANSP-OR 150108. Transport and Mobility Laboratory, ENAC, EPFL. Research theme(s): Operations research [Simulation, Least squares], Transportation research [Origin-destination matrices, Pedestrians], Discrete choice [Route choice, Model estimation][Abstract] [Google Scholar][Bibtex] [XML Marc] [Download PDF]

Bierlaire, 2015
Bierlaire, M. (2015). Monte-Carlo integration with PythonBiogeme. Technical report 150806. Transport and Mobility Laboratory, ENAC, EPFL. Research theme(s): Discrete choice [Model estimation][Google Scholar][Bibtex] [XML Marc] [Download PDF]

Lapparent and Koning 2015
de Lapparent, M., and Koning, M. (2015). Travel discomfort-time tradeoffs in Paris subway: an empirical analysis using interval regression models. Technical report 150112. Transport and Mobility Laboratory, ENAC, EPFL. Research theme(s): Discrete choice [Stated preferences, Model specification], Consumer behavior[Abstract] [Google Scholar][Bibtex] [XML Marc] [Download PDF]

Glerum and Bierlaire, 2014
Glerum, A., and Bierlaire, M. (2014). Capturing response behavior heterogeneity in the quantification of semi-open questions: a mixed discrete-continuous approach. Technical report TRANSP-OR 140305. Transport and Mobility Laboratory, ENAC, EPFL. Research theme(s): Transportation research [Mode choice], Discrete choice [Model specification, Model estimation][Abstract] [Google Scholar][Bibtex] [XML Marc] [Download PDF]

Lai and Bierlaire, 2014
Lai, X., and Bierlaire, M. (2014). Specification of the cross nested logit model with sampling of alternatives for route choice models. Technical report 140602. Transport and Mobility Laboratory, ENAC, EPFL. Research theme(s): Discrete choice [Route choice, Multivariate Extreme Value models (or GEV)][Abstract] [Google Scholar][Bibtex] [XML Marc] [Download PDF]

Hänseler et al., 2013
Hänseler, F., Bierlaire, M., Farooq, B., and Mühlematter, T. (2013). An aggregate model for transient and multi-directional pedestrian flows in public walking areas. Technical report TRANSP-OR 131219. Transport and Mobility Laboratory, ENAC, EPFL. Research theme(s): Operations research [Simulation], Transportation research [Pedestrians, Public transportation], Discrete choice [Route choice, Model estimation][Abstract] [Google Scholar][Bibtex] [XML Marc] [Download PDF]

Hurtubia et al., 2013
Hurtubia, R., Nguyen, M., Glerum, A., and Bierlaire, M. (2013). Integrating psychometric indicators in latent class choice models. Technical report TRANSP-OR 130423. Transport and Mobility Laboratory, ENAC, EPFL. Research theme(s): Transportation research [Mode choice, Public transportation], Discrete choice [Model specification, Model estimation][Abstract] [Google Scholar][Bibtex] [XML Marc] [Download PDF]

Ythier et al., 2012
Ythier, J., Walker, J., and Bierlaire, M. (2012). The role of the social network and the usage of communication in travel behavior measured with Smartphone data. Technical report TRANSP-OR 120801. Transport and Mobility Laboratory, ENAC, EPFL. Research theme(s): Transportation research [GPS data], Discrete choice [Model specification][Abstract] [Google Scholar][Bibtex] [XML Marc] [Download PDF]

Atasoy et al. 2012
Atasoy, B., Salani, M., Bierlaire, M., and Leonardi, C. (2012). Impact analysis of a flexible air transportation system. Technical report TRANSP-OR 120717. Transport and Mobility Laboratory, ENAC, EPFL. Research theme(s): Operations research [Scheduling], Transportation research [Airlines], Discrete choice [Model estimation][Abstract] [Google Scholar][Bibtex] [XML Marc]
Published as: Impact analysis of a flexible air transportation system, European Journal of Transport and Infrastructure Research 13(2):123-146 (2013).

Atasoy et al. 2012
Atasoy, B., Salani, M., and Bierlaire, M. (2012). An integrated airline scheduling, fleeting and pricing model for a monopolized market. Technical report TRANSP-OR 120501. Transport and Mobility Laboratory, ENAC, EPFL. Research theme(s): Operations research [Scheduling], Transportation research [Airlines], Discrete choice [Model estimation][Abstract] [Google Scholar][Bibtex] [XML Marc]
Published as: An integrated airline scheduling, fleeting and pricing model for a monopolized market, Computer-Aided Civil and Infrastructure Engineering 29(2):76-90 (2014).

Atasoy & Bierlaire, 2012
Atasoy, B., and Bierlaire, M. (2012). An air itinerary choice model based on a mixed RP/SP dataset. Technical report TRANSP-OR 120426. Transport and Mobility Laboratory, ENAC, EPFL. Research theme(s): Transportation research [Airlines], Discrete choice [Model estimation, Model specification][Google Scholar][Bibtex] [XML Marc] [Download PDF]

Glerum et al., 2012
Glerum, A., Atasoy, B., and Bierlaire, M. (2012). Using semi-open questions to integrate perceptions in choice models. Technical report TRANSP-OR 120325. Transport and Mobility Laboratory, ENAC, EPFL. Research theme(s): Transportation research [Mode choice, Public transportation], Discrete choice [Model estimation, Model specification][Abstract] [Google Scholar][Bibtex] [XML Marc] [Download PDF]

Danalet and Sahaleh, 2012
Danalet, A., and Sahaleh, S. (2012). Projet de recherche sur la mobilité combinée : Rapport de l'enquête de préférences déclarées. Technical report TRANSP-OR 120315. Transport and Mobility Laboratory, ENAC, EPFL. Research theme(s): Transportation research [Public transportation, Mode choice], Discrete choice [Stated preferences, Model estimation], Consumer behavior[Abstract] [Google Scholar][Bibtex] [XML Marc] [Download PDF]
[Infoscience]

Glerum et al., 2012
Glerum, A., Stankovikj, L., Thémans, M., and Bierlaire, M. (2012). Forecasting the demand for electric vehicles: accounting for attitudes and perceptions. Technical report TRANSP-OR 120217. Transport and Mobility Laboratory, ENAC, EPFL. Research theme(s): Discrete choice [Model specification, Stated preferences], Consumer behavior[Abstract] [Google Scholar][Bibtex] [XML Marc] [Download PDF]

Hurtubia and Bierlaire, 2012
Hurtubia, R., and Bierlaire, M. (2012). Estimation of bid functions for location choice and price modeling with a latent variable approach. Technical report TRANSP-OR 120206. Transport and Mobility Laboratory, ENAC, EPFL. Research theme(s): Transportation research [Land use and Transportation], Discrete choice [Model estimation][Abstract] [Google Scholar][Bibtex] [XML Marc] [Download PDF]

Bierlaire et al., 2011
Bierlaire, M., Curchod, A., Danalet, A., Doyen, E., Faure, P., Glerum, A., Kaufmann, V., Tabaka, K., and Schuler, M. (2011). Projet de recherche sur la mobilité combinée, Rapport définitif de l'enquête de préférences révélées. Technical report TRANSP-OR 110704. Transport and Mobility Laboratory, ENAC, EPFL. Research theme(s): Transportation research [Public transportation, Mode choice], Discrete choice [Model estimation, Model specification], Consumer behavior[Abstract] [Google Scholar][Bibtex] [XML Marc] [Download PDF]
[Infoscience]

Flötteröd and Bierlaire, 2011
Flötteröd, G., and Bierlaire, M. (2011). Metropolis-Hastings sampling of paths. Technical report TRANSP-OR 110606. Transport and Mobility Laboratory, ENAC, EPFL. Research theme(s): Operations research [Simulation], Discrete choice [Route choice][Abstract] [Google Scholar][Bibtex] [XML Marc] [Download PDF]

Atasoy et al., 2011
Atasoy, B., Glerum, A., and Bierlaire, M. (2011). Attitudes towards mode choice in Switzerland. Technical report TRANSP-OR 110502. Transport and Mobility Laboratory, ENAC, EPFL. Research theme(s): Transportation research [Mode choice], Discrete choice [Model specification][Abstract] [Google Scholar][Bibtex] [XML Marc] [Download PDF]

Robin and Bierlaire (2011)
Robin, T., and Bierlaire, M. (2011). Modeling the behavior of investors. Technical report . Transport and Mobility Laboratory, ENAC, EPFL. Research theme(s): Discrete choice [Model specification][Google Scholar][Bibtex] [XML Marc]

Bierlaire et al., 2010
Bierlaire, M., Chen, J., and Newman, J. P (2010). Modeling Route Choice Behavior From Smartphone GPS data. Technical report TRANSP-OR 101016. Transport and Mobility Laboratory, ENAC, EPFL. Research theme(s): Transportation research [GPS data], Discrete choice [Route choice][Abstract] [Google Scholar][Bibtex] [XML Marc] [Download PDF]

Fosgerau et al., 2010
Fosgerau, M., McFadden, D., and Bierlaire, M. (2010). Choice probability generating functions. Technical report TRANSP-OR 100605. Transport and Mobility Laboratory, ENAC, EPFL. Research theme(s): Discrete choice [Model specification, Multivariate Extreme Value models (or GEV)][Abstract] [Google Scholar][Bibtex] [XML Marc] [Download PDF]

Sorci et al., 2009
Sorci, M., Robin, T., Cruz, J., Bierlaire, M., and Thiran, J. (2009). Modelling human perception of facial expressions. Technical report TRANSP-OR 090706. Transport and Mobility Laboratory, ENAC, EPFL. Research theme(s): Discrete choice [Model specification], Computer vision[Abstract] [Google Scholar][Bibtex] [XML Marc] [Download PDF]

Bierlaire, Hurtubia, and Flötteröd, 2009
Bierlaire, M., Hurtubia, R., and Flötteröd, G. (2009). An experimental analysis of the implicit choice set generation using the Constrained Multinomial Logit model. Technical report TRANSP-OR 090518. Transport and Mobility Laboratory, ENAC, EPFL. Research theme(s): Discrete choice [Model specification, Model estimation][Abstract] [Google Scholar][Bibtex] [XML Marc]
Published as: An analysis of the implicit choice set generation using the Constrained Multinomial Logit model, Transportation Research Record 2175():92-97 (2010).

Bierlaire and Robin, 2009
Bierlaire, M., and Robin, T. (2009). Pedestrians choices. Technical report TRANSP-OR 090303. Transport and Mobility Laboratory, ENAC, EPFL. Research theme(s): Transportation research [Pedestrians], Discrete choice [Model specification][Google Scholar][Bibtex] [XML Marc] [Download PDF]

Newman 2009
Newman, J. P (2009). Systematically heterogeneous covariance in network GEV Models. Technical report . Transport and Mobility Laboratory, ENAC, EPFL. Research theme(s): Discrete choice [Multivariate Extreme Value models (or GEV)][Abstract] [Google Scholar][Bibtex] [XML Marc] [Download PDF]

Frejinger and Bierlaire, 2007
Frejinger, E., and Bierlaire, M. (2007). Sampling of Alternatives for Route Choice Modeling. Technical report TRANSP-OR 071121. Transport and Mobility Laboratory, ENAC, EPFL. Research theme(s): Transportation research [Route choice], Discrete choice [Model specification, Route choice][Abstract] [Google Scholar][Bibtex] [XML Marc] [Download PDF]

Robin et al., 2007
Robin, T., Antonini, G., Bierlaire, M., and Cruz, J. (2007). Specification, estimation and validation of a pedestrian walking behavior model. Technical report TRANSP-OR 071116. Transport and Mobility Laboratory, ENAC, EPFL. Research theme(s): Transportation research [Pedestrians], Discrete choice [Model specification][Abstract] [Google Scholar][Bibtex] [XML Marc]
Published as: Specification, estimation and validation of a pedestrian walking behavior model, Transportation Research Part B: Methodological 43(1):36-56 (2009).

Gao et al., 2007
Gao, S., Frejinger, E., and Ben-Akiva, M. (2007). Adaptive Route Choice Models in Stochastic Time-Dependent Networks. Technical report TRANSP-OR 070730. Transport and Mobility Laboratory, ENAC, EPFL. Research theme(s): Transportation research [Route choice], Discrete choice [Route choice][Abstract] [Google Scholar][Bibtex] [XML Marc]
Published as: Adaptive Route Choice Models in Stochastic Time-Dependent Networks, Transportation Research Record 2085():136-143 (2008).

Fosgerau and Bierlaire, 2007
Fosgerau, M., and Bierlaire, M. (2007). Circumventing the problem of the scale: discrete choice models with multiplicative error terms. Technical report TRANSP-OR 070703. Transport and Mobility Laboratory, ENAC, EPFL. Research theme(s): Discrete choice [Model specification][Abstract] [Google Scholar][Bibtex] [XML Marc]
Published as: Discrete choice models with multiplicative error terms, Transportation Research Part B: Methodological 43(5):494-505 (2009).

Bierlaire and Lucadamo, 2007
Bierlaire, M., and Lucadamo, A. (2007). Sampling of alternatives using multidimensional analysis. Technical report TRANSP-OR 070522. Transport and Mobility Laboratory, ENAC, EPFL. Research theme(s): Discrete choice [Model specification][Abstract] [Google Scholar][Bibtex] [XML Marc] [Download PDF]

Bierlaire, 2007
Bierlaire, M. (2007). Recent methodological developments in discrete choice models. Technical report TRANSP-OR 070415. Transport and Mobility Laboratory, ENAC, EPFL. Research theme(s): Discrete choice [Multivariate Extreme Value models (or GEV), Mixtures][Abstract] [Google Scholar][Bibtex] [XML Marc] [Download PDF]

Bierlaire and Frejinger, 2007
Bierlaire, M., and Frejinger, E. (2007). Route choice modeling with network-free data. Technical report TRANSP-OR 070214. Transport and Mobility Laboratory, ENAC, EPFL. Research theme(s): Transportation research [Route choice, GPS data], Discrete choice [Model estimation, Route choice][Abstract] [Google Scholar][Bibtex] [XML Marc]
Published as: Route choice modeling with network-free data, Transportation Research Part C: Emerging Technologies 16(2):187-198 (2008).

Bierlaire and Frejinger, 2007
Bierlaire, M., and Frejinger, E. (2007). Technical note: A Stochastic Choice Set Generation Algorithm. Technical report TRANSP-OR 070213. Transport and Mobility Laboratory, ENAC, EPFL. Research theme(s): Transportation research [Route choice], Discrete choice [Route choice, Model specification][Abstract] [Google Scholar][Bibtex] [XML Marc] [Download PDF]

Hess et al., 2006
Hess, S., Bierlaire, M., and Polak, J. (2006). A systematic comparison of continuous and discrete mixture models. Technical report TRANSP-OR 061117. Transport and Mobility Laboratory, ENAC, EPFL. Research theme(s): Discrete choice [Mixtures][Abstract] [Google Scholar][Bibtex] [XML Marc]
Published as: A systematic comparison of continuous and discrete mixture models, European Transport 37():35-61 (2007).

Fosgerau and Bierlaire, 2006
Fosgerau, M., and Bierlaire, M. (2006). Discrete choice models with multiplicative error terms. Technical report TRANSP-OR 060831. Transport and Mobility Laboratory, ENAC, EPFL. Research theme(s): Discrete choice [Model specification][Abstract] [Google Scholar][Bibtex] [XML Marc]
Published as: Discrete choice models with multiplicative error terms, Transportation Research Part B: Methodological 43(5):494-505 (2009).

Bierlaire et al, 2006
Bierlaire, M., Bolduc, D., and McFadden, D. (2006). The estimation of Generalized Extreme Value models from choice-based samples. Technical report TRANSP-OR 060810. Transport and Mobility Laboratory, ENAC, EPFL. Research theme(s): Discrete choice [Multivariate Extreme Value models (or GEV), Model estimation][Abstract] [Google Scholar][Bibtex] [XML Marc]
Published as: The estimation of Generalized Extreme Value models from choice-based samples, Transportation Research Part B: Methodological 42(4):381-394 (2008).

Fosgerau, Bierlaire, 2006
Fosgerau, M., and Bierlaire, M. (2006). A practical test for the choice of mixing distribution in discrete choice models. Technical report RO 060315. Operations Research Group ROSO, Dpt of Mathematics, EPFL. Research theme(s): Discrete choice [Testing][Abstract] [Google Scholar][Bibtex] [XML Marc]
Published as: A practical test for the choice of mixing distribution in discrete choice models, Transportation Research Part B: Methodological 41(7):784-794 (2007).
[Infoscience]

Frejinger, Bierlaire, 2006
Frejinger, E., and Bierlaire, M. (2006). Capturing correlation in large-scale route choice models. Technical report GR-BIE-REPORT-2006-002. Operations Research Group ROSO, Dpt of Mathematics, EPFL. Research theme(s): Transportation research [Route choice], Discrete choice [Route choice, Mixtures][Abstract] [Google Scholar][Bibtex] [XML Marc]
Published as: Capturing correlation with subnetworks in route choice models, Transportation Research Part B: Methodological 41(3):363-378 (2007).
[Infoscience]

Abbé et al., 2005
Abbe, E., Bierlaire, M., and Toledo, T. (2005). Normalization and correlation of cross-nested logit models. Technical report RO-050912. Operations Research Group ROSO, Dpt of Mathematics, EPFL. Research theme(s): Discrete choice [Multivariate Extreme Value models (or GEV)][Abstract] [Google Scholar][Bibtex] [XML Marc]
Published as: Normalization and correlation of cross-nested logit models, Transportation Research Part B: Methodological 41(7):795-808 (2007).

Antonini, Bierlaire, 2005
Antonini, G., and Bierlaire, M. (2005). Capturing interactions in pedestrian walking behavior in a discrete choice framework. Technical report GR-BIE-REPORT-2005-001. Operations Research Group ROSO, Dpt of Mathematics, EPFL. Research theme(s): Transportation research [Pedestrians], Discrete choice [Multivariate Extreme Value models (or GEV), Mixtures][Abstract] [Google Scholar][Bibtex] [XML Marc]
[Infoscience]

Hess et al., 2004
Hess, S., Bierlaire, M., and Polak, J. (2004). Estimation of value-of-time using Mixed Logit models. Technical report RO-040528. Operations Research Group ROSO, Dpt of Mathematics, EPFL. Research theme(s): Transportation research [Value of time], Discrete choice [Mixtures][Abstract] [Google Scholar][Bibtex] [XML Marc]
[Infoscience]

Bierlaire,Thémans, 2004
Bierlaire, M., Thémans, M., Axhausen, K., Widmer, P., Buhl, T., and Assef-Vaziri, F. (2004). Développement de modèles suisses pour la prédiction de la demande en transport pour des applications en temps réel. Technical report OFROU VSS 1135 november 2004. Operations Research Group ROSO, Dpt of Mathematics, EPFL. Research theme(s): Transportation research [Intelligent Transportation Systems], Discrete choice [Stated preferences][Google Scholar][Bibtex] [XML Marc]

Daly, Bierlaire, 2003
Daly, A., and Bierlaire, M. (2003). A general and operational representation of GEV models. Technical report RO-030502. Operations Research Group ROSO, Dpt of Mathematics, EPFL. Research theme(s): Discrete choice [Multivariate Extreme Value models (or GEV)][Abstract] [Google Scholar][Bibtex] [XML Marc]
Published as: A General and Operational Representation of Generalised Extreme Value Models, Transportation Research Part B: Methodological 40(4):285-305 (2006).
[Infoscience]

Bierlaire et al, 2003
Bierlaire, M., Bolduc, D., and McFadden, D. (2003). Characterisctic of generalized extreme value distributions. Technical report . Research theme(s): Discrete choice [Multivariate Extreme Value models (or GEV)][Google Scholar][Bibtex] [XML Marc]

Bierlaire, 2001
Bierlaire, M. (2001). A theoretical analysis of the cross-nested logit model. Technical report RO 2001.1218. Operations Research Group ROSO, Dpt of Mathematics, EPFL. Research theme(s): Discrete choice [Multivariate Extreme Value models (or GEV)][Google Scholar][Bibtex] [XML Marc]
Published as: A theoretical analysis of the cross-nested logit model, Annals of Operations Research 144(1):287-300 (2006).

Bierlaire, 1999
Bierlaire, M. (1999). ANEGEV: Analysis and Estimation of Generalized Extreme Value Models. Technical report RO 1999.0915. Operations Research Group ROSO, Dpt of Mathematics, EPFL. Research theme(s): Discrete choice [Multivariate Extreme Value models (or GEV), Model estimation][Google Scholar][Bibtex] [XML Marc]

Bierlaire, 1995
Bierlaire, M. (1995). A robust algorithm for the simultaneous estimation of hierarchical logit models. Technical report FUNDP GRT 95/3. Research theme(s): Discrete choice [Model estimation][Google Scholar][Bibtex] [XML Marc]

Bierlaire, 1995
Bierlaire, M. (1995). Préférences déclarées des étudiants de licences pour les choix de cours à option, année académique 1994-1995. Technical report FUNDP 95/11. Research theme(s): Discrete choice [Model specification][Google Scholar][Bibtex] [XML Marc]

Bierlaire, Vandevyvere, 1995
Bierlaire, M., and Vandevyvere, Y. (1995). HieLoW: the interactive user's guide. Technical report . Research theme(s): Discrete choice [Model estimation][Google Scholar][Bibtex] [XML Marc]

Dellaert et al, 1995
Dellaert, B., Arentze, T., Bierlaire, M., Borgers, A., and Timmermans, H. (1995). A multi-purpose multi-stop model of consumer shopping centre choice. Technical report . Research theme(s): Discrete choice [Multivariate Extreme Value models (or GEV)], Consumer behavior[Google Scholar][Bibtex] [XML Marc]
Published as: Investigating consumers' tendency to combine multiple shopping purposes and destinations, Journal of Marketing Research 35(2):177-188 (1998).

Bierlaire, 1994
Bierlaire, M. (1994). HieLoW: un logiciel d'estimation de modèles logit emboîtés. Technical report cahiers du MET 5:69-87. Research theme(s): Discrete choice [Model estimation][Google Scholar][Bibtex] [XML Marc]

Bierlaire et al, 1993
Bierlaire, M., Burton, D., and Lotan, T. (1993). On the behavioural aspects of modal choice. Technical report FUNDP 93/22. Research theme(s): Transportation research [Mode choice], Discrete choice [Model specification][Google Scholar][Bibtex] [XML Marc]

Bierlaire, 1992
Bierlaire, M. (1992). Sémianire AGIR: Stated preferences ou analyse des choix exprimés. Technical report FUNDP GRT 15. Research theme(s): Discrete choice [Stated preferences][Google Scholar][Bibtex] [XML Marc]

Expertise

  • Transportation Research
  • Operations Research
  • Discrete Choice Models

Methods

Modeling, optimization, simulation

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