- English only
Transport and Mobility Laboratory: technical reports
@TechReport{Bier25_bayes_b,
author = {Bierlaire, M.},
title = {Bayesian Estimation with Biogeme: User Guide},
institution = {Transport and Mobility Laboratory, Ecole Polytechnique F\'ed\'erale de Lausanne},
number = {TRANSP-OR 251225},
year = {2025}
}
@TechReport{Bier25_bayes_a,
author = {Bierlaire, M.},
title = {Bayesian estimation for discrete choice models. Methodological foundations.},
institution = {Transport and Mobility Laboratory, Ecole Polytechnique F\'ed\'erale de Lausanne},
number = {TRANSP-OR 251224},
year = {2025}
}
@TechReport{VoglRicaMeunBier2025,
author = {Vogler, P., Ricard, L., Meunier, F., and Bierlaire, M.},
title = {Graph-Based Modeling of the Multi-Agent Scheduling Problem
},
institution = {Transport and Mobility Laboratory, Ecole Polytechnique F\'ed\'erale de Lausanne},
number = {251220},
year = {2025}
}
@TechReport{RezHilBie20252,
author = {Rezvany, N., Hillel, T., and Bierlaire, M.},
title = {A Cross-Border Dynamic Land Use–Transport Model: Integrating Housing and Commuting in Luxembourg},
institution = {Transport and Mobility Laboratory, Ecole Polytechnique F\'ed\'erale de Lausanne},
number = {250826},
year = {2025}
}
@TechReport{HaerBier2025,
author = {Haering, T., and Bierlaire, M.},
title = {BHAMSLE: A Breakpoint Heuristic Algorithm for Maximum Simulated Likelihood Estimation of Advanced Discrete Choice Models
},
institution = {Transport and Mobility Laboratory, Ecole Polytechnique F\'ed\'erale de Lausanne},
number = {250404},
year = {2025}
}
@TechReport{RezHilBie2025,
author = {Rezvany, N., Hillel, T., and Bierlaire, M.},
title = {Household activity scheduling: choice-set generation and parameter estimation},
institution = {Transport and Mobility Laboratory, Ecole Polytechnique F\'ed\'erale de Lausanne},
number = {},
year = {2025}
}
@TechReport{OrteLappVaroBier2024,
author = {Ortelli, N., de Lapparent, M., Varotto, S. F., and Bierlaire, M.},
title = {An integrated ordered logit and latent variable model for accident injury severity and risk-taking behavior},
institution = {Transport and Mobility Laboratory, Ecole Polytechnique F\'ed\'erale de Lausanne},
number = {TRANSP-OR 240101},
year = {2024}
}
@TechReport{Bier24,
author = {Bierlaire, M.},
title = {Arithmetic expressions in Biogeme},
institution = {Transport and Mobility Laboratory, Ecole Polytechnique F\'ed\'erale de Lausanne},
number = {240805},
year = {2024}
}
@TechReport{BierWang24,
author = {Bierlaire, M., and Wang, M.},
title = {The MDCEV model with Biogeme: estimation and forecasting},
institution = {Transport and Mobility Laboratory, Ecole Polytechnique F\'ed\'erale de Lausanne},
number = {240721},
year = {2024}
}
@TechReport{BierPasc24,
author = {Bierlaire, M., and Paschalidis, E.},
title = {Estimating MEV models with samples of alternatives},
institution = {Transport and Mobility Laboratory, Ecole Polytechnique F\'ed\'erale de Lausanne},
number = {TRANSP-OR 231225},
year = {2023}
}
@TechReport{Bier23,
author = {Bierlaire, M.},
title = {A short introduction to Biogeme},
institution = {Transport and Mobility Laboratory, Ecole Polytechnique F\'ed\'erale de Lausanne},
number = {TRANSP-OR 230620},
year = {2023}
}
@TechReport{OrteLappBier2023,
author = {Ortelli, N., de Lapparent, M., and Bierlaire, M.},
title = {Resampling estimation of discrete choice models},
institution = {Transport and Mobility Laboratory, Ecole Polytechnique F\'ed\'erale de Lausanne},
number = {TRANSP-OR 230330},
year = {2023}
}
@TechReport{BierOrte23,
author = {Bierlaire, M., and Ortelli, N.},
title = {Assisted specification with Biogeme 3.2.12},
institution = {Transport and Mobility Laboratory, Ecole Polytechnique F\'ed\'erale de Lausanne},
number = {230816},
year = {2023}
}
@TechReport{PougHillBier22,
author = {Pougala, J., Hillel, T., and Bierlaire, M.},
title = {OASIS: Optimisation-based Activity Scheduling
with Integrated Simultaneous choice dimensions},
institution = {Transport and Mobility Laboratory, Ecole Polytechnique F\'ed\'erale de Lausanne},
number = {TRANSP-OR 221124},
year = {2022}
}
@TechReport{VaroKrueBier22,
author = {Varotto, S. F., Krueger, R., and Bierlaire, M.},
title = {Modelling travel behaviour: A choice modelling
perspective},
institution = {Transport and Mobility Laboratory, Ecole Polytechnique F\'ed\'erale de Lausanne},
number = {TRANSP-OR 220315},
year = {2022}
}
@TechReport{BierOrte22,
author = {Bierlaire, M., and Ortelli, N.},
title = {Assisted specification with Biogeme},
institution = {Transport and Mobility Laboratory, Ecole Polytechnique F\'ed\'erale de Lausanne},
number = {220707},
year = {2022}
}
@TechReport{ManserEtAl2021,
author = {Manser, P., Haering, T., Hillel, T., Pougala, J., Krueger, R., and Bierlaire, M.},
title = {Resolving temporal scheduling conflicts in activity-based modelling},
institution = {Transport and Mobility Laboratory, Ecole Polytechnique F\'ed\'erale de Lausanne},
number = {TRANSP-OR 211209},
year = {2021}
}
@TechReport{KrueDazi2021,
author = {Krueger, R., and Daziano, R.},
title = {Stated choice analysis of preferences for COVID-19 vaccines using the Choquet integral},
institution = {Transport and Mobility Laboratory, Ecole Polytechnique F\'ed\'erale de Lausanne},
number = {TRANSP-OR 211129},
year = {2021}
}
@TechReport{PachGendSharBier21,
author = {Pacheco, M., Gendron, B., Sharif Azadeh, S., and Bierlaire, M.},
title = {A Lagrangian decomposition scheme for choice-based optimization},
institution = {Transport and Mobility Laboratory, Ecole Polytechnique F\'ed\'erale de Lausanne},
number = {TRANSP-OR 210827},
year = {2021}
}
@TechReport{KrueBierDaziRashBans21,
author = {Krueger, R., Bierlaire, M., Daziano, R., Rashidi, T., and Bansal, P.},
title = {Evaluating the predictive abilities of mixed logit models with unobserved inter- and intra-individual heterogeneity},
institution = {Transport and Mobility Laboratory, Ecole Polytechnique F\'ed\'erale de Lausanne},
number = {TRANSP-OR 210617},
year = {2021}
}
@TechReport{KrueBierGasoBans21,
author = {Krueger, R., Bierlaire, M., Gasos, T., and Bansal, P.},
title = {Robust discrete choice models with t-distributed kernel errors},
institution = {Transport and Mobility Laboratory, Ecole Polytechnique F\'ed\'erale de Lausanne},
number = {TRANSP-OR 210518},
year = {2021}
}
@TechReport{BierFrejHill21,
author = {Bierlaire, M., Frejinger, E., and Hillel, T.},
title = {Dynamic choice models},
institution = {Transport and Mobility Laboratory, Ecole Polytechnique F\'ed\'erale de Lausanne},
number = {TRANSP-OR 210305},
year = {2021}
}
@TechReport{BorLurBie2021,
author = {Bortolomiol, S., Lurkin, V., and Bierlaire, M.},
title = {Price-based regulation of oligopolistic markets under discrete choice models of demand},
institution = {Transport and Mobility Laboratory, Ecole Polytechnique F\'ed\'erale de Lausanne},
number = {TRANSP-OR 210127},
year = {2021}
}
@TechReport{PougHillBier21,
author = {Pougala, J., Hillel, T., and Bierlaire, M.},
title = {Capturing trade-offs between daily scheduling choices},
institution = {Transport and Mobility Laboratory, Ecole Polytechnique F\'ed\'erale de Lausanne},
number = {TRANSP-OR 210101},
year = {2021}
}
@TechReport{XieHillelJinEarly2021,
author = {Xie, S., Hillel, T., and Jin, Y.},
title = {An Early Stopping Bayesian Data Assimilation Approach for Mixed-Logit Estimation},
institution = {Transport and Mobility Laboratory, Ecole Polytechnique F\'ed\'erale de Lausanne},
number = {arXiv:2101.11159},
year = {2021}
}
@TechReport{BierKrue20,
author = {Bierlaire, M., and Krueger, R.},
title = {Sampling and discrete choice},
institution = {Transport and Mobility Laboratory, Ecole Polytechnique F\'ed\'erale de Lausanne},
number = {TRANSP-OR 201109},
year = {2020}
}
@TechReport{OrtHilPerLapBie2020,
author = {Ortelli, N., Hillel, T., Pereira, F. C., de Lapparent, M., and Bierlaire, M.},
title = {Assisted Specification of Discrete Choice Models},
institution = {Transport and Mobility Laboratory, Ecole Polytechnique F\'ed\'erale de Lausanne},
number = {TRANSP-OR 200708},
year = {2020}
}
@TechReport{HillelNew2020,
author = {Hillel, T.},
title = {New perspectives on the performance of machine learning classifiers for mode-choice prediction},
institution = {Transport and Mobility Laboratory, Ecole Polytechnique F\'ed\'erale de Lausanne},
number = {TRANSP-OR 200704},
year = {2020}
}
@TechReport{Bier20,
author = {Bierlaire, M.},
title = {A short introduction to PandasBiogeme},
institution = {Transport and Mobility Laboratory, Ecole Polytechnique F\'ed\'erale de Lausanne},
number = {TRANSP-OR 200605},
year = {2020}
}
@TechReport{KrueBansBierDaziRash20,
author = {Krueger, R., Bansal, P., Bierlaire, M., Daziano, R., and Rashidi, T.},
title = {Variational bayesian inference for mixed logit models with unobserved inter-and intra-individual heterogeneity},
institution = {Transport and Mobility Laboratory, Ecole Polytechnique F\'ed\'erale de Lausanne},
number = {arXiv:1905.00419},
year = {2020}
}
@TechReport{WongFaro20,
author = {Wong, M., and Farooq, B.},
title = {ResLogit: A residual neural network logit model for data-driven choice modelling},
institution = {Transport and Mobility Laboratory, Ecole Polytechnique F\'ed\'erale de Lausanne},
number = {arXiv preprint arXiv:1912.10058v2},
year = {2020}
}
@TechReport{Bier19,
author = {Bierlaire, M.},
title = {Monte-Carlo integration with PandasBiogeme},
institution = {Transport and Mobility Laboratory, Ecole Polytechnique F\'ed\'erale de Lausanne},
number = {TRANSP-OR 191231},
year = {2019}
}
@TechReport{LedLurHilBie19,
author = {Lederrey, G., Lurkin, V., Hillel, T., and Bierlaire, M.},
title = {Estimation of Discrete Choice Models with Hybrid Stochastic Adaptive Batch Size Algorithms},
institution = {Transport and Mobility Laboratory, Ecole Polytechnique F\'ed\'erale de Lausanne},
number = {TRANSP-OR 191213},
year = {2019}
}
@TechReport{BorLurBie2019,
author = {Bortolomiol, S., Lurkin, V., and Bierlaire, M.},
title = {A disaggregate choice-based approach to find epsilon-equilibria of oligopolistic markets},
institution = {Transport and Mobility Laboratory, Ecole Polytechnique F\'ed\'erale de Lausanne},
number = {TRANSP-OR 191107},
year = {2019}
}
@TechReport{HillelBierlaireJinReview2019,
author = {Hillel, T., Bierlaire, M., and Jin, Y.},
title = {A systematic review of machine learning methodologies for modelling passenger mode choice},
institution = {Transport and Mobility Laboratory, Ecole Polytechnique F\'ed\'erale de Lausanne},
number = {TRANSP-OR 191025},
year = {2019}
}
@TechReport{BansKrueBierDaziRash19,
author = {Bansal, P., Krueger, R., Bierlaire, M., Daziano, R., and Rashidi, T.},
title = {Bayesian estimation of mixed multinomial
logit models: Advances and simulation-based evaluations.},
institution = {Transport and Mobility Laboratory, Ecole Polytechnique F\'ed\'erale de Lausanne},
number = {arXiv:1904.03647},
year = {2019}
}
@TechReport{Bier18b,
author = {Bierlaire, M.},
title = {Estimating choice models with latent variables with PandasBiogeme},
institution = {Transport and Mobility Laboratory, Ecole Polytechnique F\'ed\'erale de Lausanne},
number = {TRANSP-OR 181227},
year = {2018}
}
@TechReport{Bier18a,
author = {Bierlaire, M.},
title = {Calculating indicators with PandasBiogeme},
institution = {Transport and Mobility Laboratory, Ecole Polytechnique F\'ed\'erale de Lausanne},
number = {TRANSP-OR 181223},
year = {2018}
}
@TechReport{Bier18,
author = {Bierlaire, M.},
title = {PandasBiogeme: a short introduction},
institution = {Transport and Mobility Laboratory, Ecole Polytechnique F\'ed\'erale de Lausanne},
number = {TRANSP-OR 181219},
year = {2018}
}
@TechReport{KazBierDeLap2017,
author = {Kazagli, E., Bierlaire, M., and de Lapparent, M.},
title = {Operational route choice methodologies for practical applications},
institution = {Transport and Mobility Laboratory, Ecole Polytechnique F\'ed\'erale de Lausanne},
number = {TRANSP-OR 170526},
year = {2017}
}
@TechReport{BieLur2017,
author = {Bierlaire, M., and Lurkin, V.},
title = {Introduction to disaggregate demand models},
institution = {Transport and Mobility Laboratory, Ecole Polytechnique F\'ed\'erale de Lausanne},
number = {TRANSP-OR 170508},
year = {2017}
}
@TechReport{Bier16a,
author = {Bierlaire, M.},
title = {PythonBiogeme: a short introduction},
institution = {Transport and Mobility Laboratory, Ecole Polytechnique F\'ed\'erale de Lausanne},
number = {TRANSP-OR 160706},
year = {2016}
}
@TechReport{FerGueLapBie16,
author = {Fernandez-Antolin, A., Guevara-Cue, A., de Lapparent, M., and Bierlaire, M.},
title = {Correcting for endogeneity using the multiple indicator solution},
institution = {Transport and Mobility Laboratory, Ecole Polytechnique F\'ed\'erale de Lausanne},
number = {TRANSP-OR 160405},
year = {2016}
}
@TechReport{BierShar16,
author = {Bierlaire, M., and Sharif Azadeh, S.},
title = {Demand-based discrete optimization},
institution = {Transport and Mobility Laboratory, Ecole Polytechnique F\'ed\'erale de Lausanne},
number = {160209},
year = {2016}
}
@TechReport{DaTideLaBi15,
author = {Danalet, A., Tinguely, L., de Lapparent, M., and Bierlaire, M.},
title = {Location choice with longitudinal WiFi data},
institution = {Transport and Mobility Laboratory, Ecole Polytechnique F\'ed\'erale de Lausanne},
number = {TRANSP-OR 151110},
note = {Published as Danalet, A., Tinguely, L., de Lapparent, M., and Bierlaire, M. (2016). Location choice with longitudinal WiFi data, Journal of Choice Modelling18():1-17},
year = {2015}
}
@TechReport{Bier15b,
author = {Bierlaire, M.},
title = {BisonBiogeme: syntax of the modeling language},
institution = {Transport and Mobility Laboratory, Ecole Polytechnique F\'ed\'erale de Lausanne},
number = {TRANSP-OR 151102},
year = {2015}
}
@TechReport{HaLaBiLeNi_2015,
author = {H\änseler, F., Lam, W., Bierlaire, M., Lederrey, G., and Nikolic, M.},
title = {A dynamic network loading model for anisotropic and congested pedestrian flows},
institution = {Transport and Mobility Laboratory, Ecole Polytechnique F\'ed\'erale de Lausanne},
number = {TRANSP-OR 151026},
year = {2015}
}
@TechReport{HaBiSc_2015,
author = {H\änseler, F., Bierlaire, M., and Scarinci, R.},
title = {Assessing the usage and level-of-service of pedestrian facilities in train stations: A Swiss case study},
institution = {Transport and Mobility Laboratory, Ecole Polytechnique F\'ed\'erale de Lausanne},
number = {TRANSP-OR 151008},
year = {2015}
}
@TechReport{KazBierFloe_2015,
author = {Kazagli, E., Bierlaire, M., and Fl\ötter\öd, G.},
title = {Revisiting the Route Choice Problem: A Modeling Framework Based on Mental Representations},
institution = {Transport and Mobility Laboratory, Ecole Polytechnique F\'ed\'erale de Lausanne},
number = {TRANSP-OR 150824},
year = {2015}
}
@TechReport{Bier15a,
author = {Bierlaire, M.},
title = {BisonBiogeme: estimating a first model},
institution = {Transport and Mobility Laboratory, Ecole Polytechnique F\'ed\'erale de Lausanne},
number = {TRANSP-OR 150720},
year = {2015}
}
@TechReport{HaMoBi_PedDemEstRevised2015,
author = {H\änseler, F., Molyneaux, N., and Bierlaire, M.},
title = {Estimation of pedestrian origin-destination demand in train stations},
institution = {Transport and Mobility Laboratory, Ecole Polytechnique F\'ed\'erale de Lausanne},
number = {TRANSP-OR 150703},
year = {2015}
}
@TechReport{NikBieFar_PedMixFD_2015,
author = {Nikolic, M., Bierlaire, M., and Farooq, B.},
title = {Probabilistic speed-density relationship for pedestrian traffic: a data-driven approach},
institution = {Transport and Mobility Laboratory, Ecole Polytechnique F\'ed\'erale de Lausanne},
number = {TRANSP-OR 150411},
year = {2015}
}
@TechReport{HaMoBi_PedDemEst2015,
author = {H\änseler, F., Molyneaux, N., and Bierlaire, M.},
title = {Schedule-based estimation of pedestrian origin-destination demand in railway stations},
institution = {Transport and Mobility Laboratory, Ecole Polytechnique F\'ed\'erale de Lausanne},
number = {TRANSP-OR 150108},
year = {2015}
}
@TechReport{Bier15,
author = {Bierlaire, M.},
title = {Monte-Carlo integration with PythonBiogeme},
institution = {Transport and Mobility Laboratory, Ecole Polytechnique F\'ed\'erale de Lausanne},
number = {150806},
year = {2015}
}
@TechReport{LapKon_2015,
author = {de Lapparent, M., and Koning, M.},
title = {Travel discomfort-time tradeoffs in Paris subway: an empirical analysis using interval regression models},
institution = {Transport and Mobility Laboratory, Ecole Polytechnique F\'ed\'erale de Lausanne},
number = {150112},
year = {2015}
}
@TechReport{GleBie_2014,
author = {Glerum, A., and Bierlaire, M.},
title = {Capturing response behavior heterogeneity in the quantification of semi-open questions: a mixed discrete-continuous approach},
institution = {Transport and Mobility Laboratory, Ecole Polytechnique F\'ed\'erale de Lausanne},
number = {TRANSP-OR 140305},
year = {2014}
}
@TechReport{LaiBier14,
author = {Lai, X., and Bierlaire, M.},
title = {Specification of the cross nested logit model with sampling of alternatives for route choice models},
institution = {Transport and Mobility Laboratory, Ecole Polytechnique F\'ed\'erale de Lausanne},
number = {140602},
year = {2014}
}
@TechReport{PedCTM_2013,
author = {H\änseler, F., Bierlaire, M., Farooq, B., and M\ühlematter, T.},
title = {An aggregate model for transient and multi-directional pedestrian flows in public walking areas},
institution = {Transport and Mobility Laboratory, Ecole Polytechnique F\'ed\'erale de Lausanne},
number = {TRANSP-OR 131219},
year = {2013}
}
@TechReport{HuNgGlBi_2013,
author = {Hurtubia, R., Nguyen, M., Glerum, A., and Bierlaire, M.},
title = {Integrating psychometric indicators in latent class choice models},
institution = {Transport and Mobility Laboratory, Ecole Polytechnique F\'ed\'erale de Lausanne},
number = {TRANSP-OR 130423},
year = {2013}
}
@TechReport{YthiWalkBier12,
author = {Ythier, J., Walker, J., and Bierlaire, M.},
title = {The role of the social network and the usage of communication in travel behavior measured with Smartphone data},
institution = {Transport and Mobility Laboratory, Ecole Polytechnique F\'ed\'erale de Lausanne},
number = {TRANSP-OR 120801},
year = {2012}
}
@TechReport{AtaSalBierLeo_2012,
author = {Atasoy, B., Salani, M., Bierlaire, M., and Leonardi, C.},
title = {Impact analysis of a flexible air transportation system},
institution = {Transport and Mobility Laboratory, Ecole Polytechnique F\'ed\'erale de Lausanne},
number = {TRANSP-OR 120717},
note = {Published as Atasoy, B., Salani, M., Bierlaire, M., and Leonardi, C. (2013). Impact analysis of a flexible air transportation system, European Journal of Transport and Infrastructure Research13(2):123-146},
year = {2012}
}
@TechReport{AtaSalBier_2012,
author = {Atasoy, B., Salani, M., and Bierlaire, M.},
title = {An integrated airline scheduling, fleeting and pricing model for a monopolized market},
institution = {Transport and Mobility Laboratory, Ecole Polytechnique F\'ed\'erale de Lausanne},
number = {TRANSP-OR 120501},
note = {Published as Atasoy, B., Salani, M., and Bierlaire, M. (2014). An integrated airline scheduling, fleeting and pricing model for a monopolized market, Computer-Aided Civil and Infrastructure Engineering29(2):76-90},
year = {2012}
}
@TechReport{AtaBier_2012,
author = {Atasoy, B., and Bierlaire, M.},
title = {An air itinerary choice model based on a mixed RP/SP dataset},
institution = {Transport and Mobility Laboratory, Ecole Polytechnique F\'ed\'erale de Lausanne},
number = {TRANSP-OR 120426},
year = {2012}
}
@TechReport{GleAtaBie_2012,
author = {Glerum, A., Atasoy, B., and Bierlaire, M.},
title = {Using semi-open questions to integrate perceptions in choice models},
institution = {Transport and Mobility Laboratory, Ecole Polytechnique F\'ed\'erale de Lausanne},
number = {TRANSP-OR 120325},
year = {2012}
}
@TechReport{OptimaSP2012,
author = {Danalet, A., and Sahaleh, S.},
title = {Projet de recherche sur la mobilit\'e combin\'ee : Rapport de l'enqu\^ete de pr\'ef\'erences d\'eclar\'ees},
institution = {Transport and Mobility Laboratory, Ecole Polytechnique F\'ed\'erale de Lausanne},
number = {TRANSP-OR 120315},
year = {2012}
}
@TechReport{GleStaTheBie_2012,
author = {Glerum, A., Stankovikj, L., Th\émans, M., and Bierlaire, M.},
title = {Forecasting the demand for electric vehicles: accounting for attitudes and perceptions},
institution = {Transport and Mobility Laboratory, Ecole Polytechnique F\'ed\'erale de Lausanne},
number = {TRANSP-OR 120217},
year = {2012}
}
@TechReport{HurtBier2012,
author = {Hurtubia, R., and Bierlaire, M.},
title = {Estimation of bid functions for location choice and price modeling with a latent variable approach},
institution = {Transport and Mobility Laboratory, Ecole Polytechnique F\'ed\'erale de Lausanne},
number = {TRANSP-OR 120206},
year = {2012}
}
@TechReport{OptimaRP2011,
author = {Bierlaire, M., Curchod, A., Danalet, A., Doyen, E., Faure, P., Glerum, A., Kaufmann, V., Tabaka, K., and Schuler, M.},
title = {Projet de recherche sur la mobilit\'e combin\'ee, Rapport d\'efinitif de l'enqu\^ete de pr\'ef\'erences r\'ev\'el\'ees},
institution = {Transport and Mobility Laboratory, Ecole Polytechnique F\'ed\'erale de Lausanne},
number = {TRANSP-OR 110704},
year = {2011}
}
@TechReport{FloeBier11,
author = {Fl\ötter\öd, G., and Bierlaire, M.},
title = {Metropolis-Hastings sampling of paths},
institution = {Transport and Mobility Laboratory, Ecole Polytechnique F\'ed\'erale de Lausanne},
number = {TRANSP-OR 110606},
year = {2011}
}
@TechReport{AtaGlerBier_2011,
author = {Atasoy, B., Glerum, A., and Bierlaire, M.},
title = {Attitudes towards mode choice in Switzerland},
institution = {Transport and Mobility Laboratory, Ecole Polytechnique F\'ed\'erale de Lausanne},
number = {TRANSP-OR 110502},
year = {2011}
}
@TechReport{RobiBier11,
author = {Robin, T., and Bierlaire, M.},
title = {Modeling the behavior of investors},
institution = {Transport and Mobility Laboratory, Ecole Polytechnique F\'ed\'erale de Lausanne},
number = {},
year = {2011}
}
@TechReport{BierChenNewm10,
author = {Bierlaire, M., Chen, J., and Newman, J. P},
title = {Modeling Route Choice Behavior From Smartphone GPS data},
institution = {Transport and Mobility Laboratory, Ecole Polytechnique F\'ed\'erale de Lausanne},
number = {TRANSP-OR 101016},
year = {2010}
}
@TechReport{FosgMcFaBier10,
author = {Fosgerau, M., McFadden, D., and Bierlaire, M.},
title = {Choice probability generating functions},
institution = {Transport and Mobility Laboratory, Ecole Polytechnique F\'ed\'erale de Lausanne},
number = {TRANSP-OR 100605},
year = {2010}
}
@TechReport{SorcRobiCruzBierThir09,
author = {Sorci, M., Robin, T., Cruz, J., Bierlaire, M., and Thiran, J.},
title = {Modelling human perception of facial expressions},
institution = {Transport and Mobility Laboratory, Ecole Polytechnique F\'ed\'erale de Lausanne},
number = {TRANSP-OR 090706},
year = {2009}
}
@TechReport{BierHurFlo09,
author = {Bierlaire, M., Hurtubia, R., and Fl\ötter\öd, G.},
title = {An experimental analysis of the implicit choice set generation using the Constrained Multinomial Logit model},
institution = {Transport and Mobility Laboratory, Ecole Polytechnique F\'ed\'erale de Lausanne},
number = {TRANSP-OR 090518},
note = {Published as Bierlaire, M., Hurtubia, R., and Fl\ötter\öd, G. (2010). An analysis of the implicit choice set generation using the Constrained Multinomial Logit model, Transportation Research Record2175():92-97},
year = {2009}
}
@TechReport{BierRobi09,
author = {Bierlaire, M., and Robin, T.},
title = {Pedestrians choices},
institution = {Transport and Mobility Laboratory, Ecole Polytechnique F\'ed\'erale de Lausanne},
number = {TRANSP-OR 090303},
year = {2009}
}
@TechReport{Newm09,
author = {Newman, J. P},
title = {Systematically heterogeneous covariance in network GEV Models},
institution = {Transport and Mobility Laboratory, Ecole Polytechnique F\'ed\'erale de Lausanne},
number = {},
year = {2009}
}
@TechReport{FrejBier07,
author = {Frejinger, E., and Bierlaire, M.},
title = {Sampling of Alternatives for Route Choice Modeling},
institution = {Transport and Mobility Laboratory, Ecole Polytechnique F\'ed\'erale de Lausanne},
number = {TRANSP-OR 071121},
year = {2007}
}
@TechReport{RobiAntoBierCruz07,
author = {Robin, T., Antonini, G., Bierlaire, M., and Cruz, J.},
title = {Specification, estimation and validation of a pedestrian walking behavior model},
institution = {Transport and Mobility Laboratory, Ecole Polytechnique F\'ed\'erale de Lausanne},
number = {TRANSP-OR 071116},
note = {Published as Robin, T., Antonini, G., Bierlaire, M., and Cruz, J. (2009). Specification, estimation and validation of a pedestrian walking behavior model, Transportation Research Part B: Methodological43(1):36-56},
year = {2007}
}
@TechReport{GaoFrejBenA07,
author = {Gao, S., Frejinger, E., and Ben-Akiva, M.},
title = {Adaptive Route Choice Models in Stochastic Time-Dependent Networks},
institution = {Transport and Mobility Laboratory, Ecole Polytechnique F\'ed\'erale de Lausanne},
number = {TRANSP-OR 070730},
note = {Published as Gao, S., Frejinger, E., and Ben-Akiva, M. (2008). Adaptive Route Choice Models in Stochastic Time-Dependent Networks, Transportation Research Record2085():136-143},
year = {2007}
}
@TechReport{FosgBier07-mult,
author = {Fosgerau, M., and Bierlaire, M.},
title = {Circumventing the problem of the scale: discrete choice models with multiplicative error terms},
institution = {Transport and Mobility Laboratory, Ecole Polytechnique F\'ed\'erale de Lausanne},
number = {TRANSP-OR 070703},
note = {Published as Fosgerau, M., and Bierlaire, M. (2009). Discrete choice models with multiplicative error terms, Transportation Research Part B: Methodological43(5):494-505},
year = {2007}
}
@TechReport{BierLuca07,
author = {Bierlaire, M., and Lucadamo, A.},
title = {Sampling of alternatives using multidimensional analysis},
institution = {Transport and Mobility Laboratory, Ecole Polytechnique F\'ed\'erale de Lausanne},
number = {TRANSP-OR 070522},
year = {2007}
}
@TechReport{Bier07-procida,
author = {Bierlaire, M.},
title = {Recent methodological developments in discrete choice models},
institution = {Transport and Mobility Laboratory, Ecole Polytechnique F\'ed\'erale de Lausanne},
number = {TRANSP-OR 070415},
year = {2007}
}
@TechReport{BierFrej07,
author = {Bierlaire, M., and Frejinger, E.},
title = {Route choice modeling with network-free data},
institution = {Transport and Mobility Laboratory, Ecole Polytechnique F\'ed\'erale de Lausanne},
number = {TRANSP-OR 070214},
note = {Published as Bierlaire, M., and Frejinger, E. (2008). Route choice modeling with network-free data, Transportation Research Part C: Emerging Technologies16(2):187-198},
year = {2007}
}
@TechReport{BierFrej07note,
author = {Bierlaire, M., and Frejinger, E.},
title = {Technical note: A Stochastic Choice Set Generation Algorithm},
institution = {Transport and Mobility Laboratory, Ecole Polytechnique F\'ed\'erale de Lausanne},
number = {TRANSP-OR 070213},
year = {2007}
}
@TechReport{HessBierPola06,
author = {Hess, S., Bierlaire, M., and Polak, J.},
title = {A systematic comparison of continuous and discrete mixture models},
institution = {Transport and Mobility Laboratory, Ecole Polytechnique F\'ed\'erale de Lausanne},
number = {TRANSP-OR 061117},
note = {Published as Hess, S., Bierlaire, M., and Polak, J. (2007). A systematic comparison of continuous and discrete mixture models, European Transport37():35-61},
year = {2006}
}
@TechReport{FosgBier06-mult,
author = {Fosgerau, M., and Bierlaire, M.},
title = {Discrete choice models with multiplicative error terms},
institution = {Transport and Mobility Laboratory, Ecole Polytechnique F\'ed\'erale de Lausanne},
number = {TRANSP-OR 060831},
note = {Published as Fosgerau, M., and Bierlaire, M. (2009). Discrete choice models with multiplicative error terms, Transportation Research Part B: Methodological43(5):494-505},
year = {2006}
}
@TechReport{BierBoldMcFa06,
author = {Bierlaire, M., Bolduc, D., and McFadden, D.},
title = {The estimation of Generalized Extreme Value models from choice-based samples},
institution = {Transport and Mobility Laboratory, Ecole Polytechnique F\'ed\'erale de Lausanne},
number = {TRANSP-OR 060810},
note = {Published as Bierlaire, M., Bolduc, D., and McFadden, D. (2008). The estimation of Generalized Extreme Value models from choice-based samples, Transportation Research Part B: Methodological42(4):381-394},
year = {2006}
}
@TechReport{FosgBier06,
author = {Fosgerau, M., and Bierlaire, M.},
title = {A practical test for the choice of mixing distribution in discrete choice models},
institution = {Transport and Mobility Laboratory, Ecole Polytechnique F\'ed\'erale de Lausanne},
number = {RO 060315},
note = {Published as Fosgerau, M., and Bierlaire, M. (2007). A practical test for the choice of mixing distribution in discrete choice models, Transportation Research Part B: Methodological41(7):784-794},
year = {2006}
}
@TechReport{FrejBier06,
author = {Frejinger, E., and Bierlaire, M.},
title = {Capturing correlation in large-scale route choice models},
institution = {Transport and Mobility Laboratory, Ecole Polytechnique F\'ed\'erale de Lausanne},
number = {GR-BIE-REPORT-2006-002},
note = {Published as Frejinger, E., and Bierlaire, M. (2007). Capturing correlation with subnetworks in route choice models, Transportation Research Part B: Methodological41(3):363-378},
year = {2006}
}
@TechReport{AbbeBierTole05,
author = {Abbe, E., Bierlaire, M., and Toledo, T.},
title = {Normalization and correlation of cross-nested logit models},
institution = {Transport and Mobility Laboratory, Ecole Polytechnique F\'ed\'erale de Lausanne},
number = {RO-050912},
note = {Published as Abbe, E., Bierlaire, M., and Toledo, T. (2007). Normalization and correlation of cross-nested logit models, Transportation Research Part B: Methodological41(7):795-808},
year = {2005}
}
@TechReport{AntoBier05,
author = {Antonini, G., and Bierlaire, M.},
title = {Capturing interactions in pedestrian walking behavior in a discrete choice framework},
institution = {Transport and Mobility Laboratory, Ecole Polytechnique F\'ed\'erale de Lausanne},
number = {GR-BIE-REPORT-2005-001},
year = {2005}
}
@TechReport{HessBierPola04,
author = {Hess, S., Bierlaire, M., and Polak, J.},
title = {Estimation of value-of-time using Mixed Logit models},
institution = {Transport and Mobility Laboratory, Ecole Polytechnique F\'ed\'erale de Lausanne},
number = {RO-040528},
year = {2004}
}
@TechReport{bierthem04Ofrou,
author = {Bierlaire, M., Th\émans, M., Axhausen, K., Widmer, P., Buhl, T., and Assef-Vaziri, F.},
title = {D\'eveloppement de mod\`eles suisses pour la pr\'ediction de la demande en transport pour des applications en temps r\'eel},
institution = {Transport and Mobility Laboratory, Ecole Polytechnique F\'ed\'erale de Lausanne},
number = {OFROU VSS 1135 november 2004},
year = {2004}
}
@TechReport{DalyBier03,
author = {Daly, A., and Bierlaire, M.},
title = {A general and operational representation of GEV models},
institution = {Transport and Mobility Laboratory, Ecole Polytechnique F\'ed\'erale de Lausanne},
number = {RO-030502},
note = {Published as Daly, A., and Bierlaire, M. (2006). A General and Operational Representation of Generalised Extreme Value Models, Transportation Research Part B: Methodological40(4):285-305},
year = {2003}
}
@TechReport{BierBoldMcFa03,
author = {Bierlaire, M., Bolduc, D., and McFadden, D.},
title = {Characterisctic of generalized extreme value distributions},
institution = {Transport and Mobility Laboratory, Ecole Polytechnique F\'ed\'erale de Lausanne},
number = {},
year = {2003}
}
@TechReport{Bier01,
author = {Bierlaire, M.},
title = {A theoretical analysis of the cross-nested logit model},
institution = {Transport and Mobility Laboratory, Ecole Polytechnique F\'ed\'erale de Lausanne},
number = {RO 2001.1218},
note = {Published as Bierlaire, M. (2006). A theoretical analysis of the cross-nested logit model, Annals of Operations Research144(1):287-300},
year = {2001}
}
@TechReport{Bier99b,
author = {Bierlaire, M.},
title = {ANEGEV: Analysis and Estimation of Generalized Extreme Value Models},
institution = {Transport and Mobility Laboratory, Ecole Polytechnique F\'ed\'erale de Lausanne},
number = {RO 1999.0915},
year = {1999}
}
@TechReport{Bier95c,
author = {Bierlaire, M.},
title = {A robust algorithm for the simultaneous estimation of hierarchical logit models},
institution = {Transport and Mobility Laboratory, Ecole Polytechnique F\'ed\'erale de Lausanne},
number = {FUNDP GRT 95/3},
year = {1995}
}
@TechReport{Bier95b,
author = {Bierlaire, M.},
title = {Pr\'ef\'erences d\'eclar\'ees des \'etudiants de licences pour les choix de cours \`a option, ann\'ee acad\'emique 1994-1995},
institution = {Transport and Mobility Laboratory, Ecole Polytechnique F\'ed\'erale de Lausanne},
number = {FUNDP 95/11},
year = {1995}
}
@TechReport{BierVand95,
author = {Bierlaire, M., and Vandevyvere, Y.},
title = {HieLoW: the interactive user's guide},
institution = {Transport and Mobility Laboratory, Ecole Polytechnique F\'ed\'erale de Lausanne},
number = {},
year = {1995}
}
@TechReport{DellArenBierBorgTimm95,
author = {Dellaert, B., Arentze, T., Bierlaire, M., Borgers, A., and Timmermans, H.},
title = {A multi-purpose multi-stop model of consumer shopping centre choice},
institution = {Transport and Mobility Laboratory, Ecole Polytechnique F\'ed\'erale de Lausanne},
number = {},
note = {Published as Dellaert, B., Arentze, T., Bierlaire, M., Borgers, A., and Timmermans, H. (1998). Investigating consumers' tendency to combine multiple shopping purposes and destinations, Journal of Marketing Research35(2):177-188},
year = {1995}
}
@TechReport{Bier94,
author = {Bierlaire, M.},
title = {HieLoW: un logiciel d'estimation de mod\`eles logit embo\^{\i}t\'es},
institution = {Transport and Mobility Laboratory, Ecole Polytechnique F\'ed\'erale de Lausanne},
number = {cahiers du MET 5:69-87},
year = {1994}
}
@TechReport{BierBurtLota93,
author = {Bierlaire, M., Burton, D., and Lotan, T.},
title = {On the behavioural aspects of modal choice},
institution = {Transport and Mobility Laboratory, Ecole Polytechnique F\'ed\'erale de Lausanne},
number = {FUNDP 93/22},
year = {1993}
}
@TechReport{Bier92b,
author = {Bierlaire, M.},
title = {S\'emianire AGIR: Stated preferences ou analyse des choix exprim\'es},
institution = {Transport and Mobility Laboratory, Ecole Polytechnique F\'ed\'erale de Lausanne},
number = {FUNDP GRT 15},
year = {1992}
}
Expertise
- Transportation Research
- Operations Research
- Discrete Choice Models
Methods
Modeling, optimization, simulation