Transport and Mobility Laboratory: Articles in conference proceedings

TRANSP-OR

2023

Ortelli et al., 2023
Ortelli, N., de Lapparent, M., and Bierlaire, M. (2023). Faster estimation of discrete choice models via weighted dataset reduction. Proceedings of the 11th Symposium of the European Association for Research in Transportation (HEART) 6-8 September 2023, 2023.
Research theme(s): Discrete choice [Model estimation]
[Abstract][Google Scholar][Bibtex][XML Marc]

Pougala et al., 2023
Pougala, J., Hillel, T., and Bierlaire, M. (2023). From one-day to multiday activity scheduling: extending the OASIS framework. Proceedings of the 23rd Swiss Transport Research Conference (STRC) 10-12 May, 2023.
Research theme(s): Transportation research [Activity based models], Discrete choice [Model specification]
[Google Scholar][Bibtex][XML Marc]
2022

Obrenovic et al., 2022
Obrenovic, N., Atac, S., Bortolomiol, S., Brdar, S., Marko, O., and Crnojevic, V. (2022). The crop plant scheduling problem. Proceedings of the Italian OR Days 2022 (GOR) 30 August-02 September, 2022.
Research theme(s): Transportation research [Mobilité], Discrete choice [Applications]
[Abstract][Google Scholar][Bibtex][XML Marc]

Rezvany et al., 2022
Rezvany, N., Hillel, T., and Bierlaire, M. (2022). A utility optimization-based framework for joint in- and out-of-home scheduling. Proceedings of the 10th symposium of the European Association for Research in Transportation (hEART) (hEART) 1-3 June 2022, 2022.
Research theme(s): Transportation research [Activity based models], Discrete choice [Applications]
[Download PDF][Abstract][Google Scholar][Bibtex][XML Marc]

Atac et al., 2022
Atac, S., Obrenovic, N., and Bierlaire, M. (2022). A general framework to evaluate different rebalancing operations strategies in one-way car sharing systems. Proceedings of the International Conference on Operations Research (OR 2022) 06-09 September, 2022.
Research theme(s): Transportation research [Mobilité], Discrete choice [Applications]
[Abstract][Google Scholar][Bibtex][XML Marc]

Atac et al., 2022
Atac, S., Obrenovic, N., and Bierlaire, M. (2022). Evaluating different strategies to solve rebalancing operations in car sharing systems. Proceedings of the 22nd Swiss Transport Research Conference (STRC) 18-20 May, 2022.
Research theme(s): Transportation research [Mobilité], Discrete choice [Applications]
[Download PDF][Abstract][Google Scholar][Bibtex][XML Marc]

Pougala et al., 2022
Pougala, J., Hillel, T., and Bierlaire, M. (2022). Parameter estimation for activity-based models. Proceedings of the 22nd Swiss Transport Research Conference (STRC) 18-20 May, 2022.
Research theme(s): Transportation research [Activity based models], Discrete choice [Model estimation]
[Abstract][Google Scholar][Bibtex][XML Marc]

Rezvany et al., 2022
Rezvany, N., Hillel, T., and Bierlaire, M. (2022). Integrated in- and out-of-home scheduling framework: A utility optimization-based approach. Proceedings of the 22nd Swiss Transport Research Conference (STRC ) 18-20 May, 2022.
Research theme(s): Transportation research [Activity based models], Discrete choice [Applications]
[Download PDF][Abstract][Google Scholar][Bibtex][XML Marc]

Salvadé et al., 2022
Salvadé, N., Hillel, T., Pougala, J., Haering, T., and Bierlaire, M. (2022). Representing location choice within activity-based models. Proceedings of the 22nd Swiss Transport Research Conference (STRC) 18-20 May, 2022.
Research theme(s): Transportation research [Activity based models], Discrete choice [Model estimation]
[Abstract][Google Scholar][Bibtex][XML Marc]
2021

Atac et al., 2021
Atac, S., Obrenovic, N., and Bierlaire, M. (2021). A multi-objective approach for station clustering in bike sharing systems. Proceedings of the 21st Swiss Transport Research Conference (STRC) 12-14 September, 2021.
Research theme(s): Transportation research [Mobilité], Discrete choice [Applications]
[Download PDF][Abstract][Google Scholar][Bibtex][XML Marc]

Bortolomiol et al., 2021
Bortolomiol, S., Lurkin, V., and Bierlaire, M. (2021). Benders decomposition for choice-based optimization problems with discrete upper-level variables. Proceedings of the 21st Swiss Transport Research Conference (STRC) 12-14 September, 2021.
Research theme(s): Operations research [Mixed integer programming, Combinatorial optimization], Discrete choice [Applications]
[Abstract][Google Scholar][Bibtex][XML Marc]

Haering et al., 2021
Haering, T., Manser, P., Hillel, T., Pougala, J., Krueger, R., and Bierlaire, M. (2021). Resolving time conflicts in activity-based scheduling: A case study of Lausanne. Proceedings of the 21st Swiss Transport Research Conference (STRC) 12-14 September, 2021.
Research theme(s): Operations research [Scheduling], Transportation research [Activity based models], Discrete choice [Model estimation]
[Download PDF][Abstract][Google Scholar][Bibtex][XML Marc]

Kukic and Bierlaire, 2021
Kukic, M., and Bierlaire, M. (2021). Population synthesis at the level of households. Proceedings of the 21st Swiss Transport Research Conference (STRC) 12-14 September, 2021.
Research theme(s): Operations research [Simulation], Transportation research [Activity based models], Discrete choice [Machine learning]
[Abstract][Google Scholar][Bibtex][XML Marc]

Pougala et al., 2021
Pougala, J., Hillel, T., and Bierlaire, M. (2021). Choice set generation for activity-based models. Proceedings of the 21st Swiss Transport Research Conference (STRC) 12-14 September, 2021.
Research theme(s): Transportation research [Activity based models], Discrete choice [Model estimation]
[Abstract][Google Scholar][Bibtex][XML Marc]

Wong et al., 2021
Wong, M., Martín-Baos, J., and Bierlaire, M. (2021). A unimodal ordered logit model for ranked choices . Proceedings of the 21st Swiss Transport Research Conference (STRC) 12-14 September, 2021.
Research theme(s): Discrete choice [Model specification, Model estimation]
[Abstract][Google Scholar][Bibtex][XML Marc]
2020

Hillel et al., 2020
Hillel, T., Pougala, J., Manser, P., Luethi, R., Scherr, W., and Bierlaire, M. (2020). Modelling mobility tool availability at a household and individual level: A case study of Switzerland. Proceedings of the 9th Symposium of the European Association for Research in Transportation (HEART) 3-4 February 2021, 2020.
Research theme(s): Transportation research [Public transportation], Discrete choice [Model specification, Machine learning]
[Download PDF][Abstract][Google Scholar][Bibtex][XML Marc]

Ortelli et al., 2020
Ortelli, N., Hillel, T., Pereira, F. C., de Lapparent, M., and Bierlaire, M. (2020). Variable Neighborhood Search for Assisted Utility Specification in Discrete Choice Models. Proceedings of the 9th Symposium of the European Association for Research in Transportation (HEART) 3-4 February 2021, 2020.
Research theme(s): Discrete choice [Model specification, Machine learning]
[Download PDF][Abstract][Google Scholar][Bibtex][XML Marc]

Pougala et al., 2020
Pougala, J., Hillel, T., and Bierlaire, M. (2020). An optimization framework for daily activity schedules. Proceedings of the 9th Symposium of the European Association for Research in Transportation (HEART) 3-4 February 2021, 2020.
Research theme(s): Operations research [Simulation], Discrete choice [Model specification]
[Abstract][Google Scholar][Bibtex][XML Marc]

Xie et al., 2020
Xie, S., Hillel, T., and Jin, Y. (2020). An Early Stopping Bayesian Data Assimilation Approach for improved Mixed Multinomial Logit transferability. Proceedings of the 9th Symposium of the European Association for Research in Transportation (HEART) 3-4 February 2021, 2020.
Research theme(s): Discrete choice [Model estimation]
[Download PDF][Abstract][Google Scholar][Bibtex][XML Marc]

Atac et al., 2020
Atac, S., Obrenovic, N., and Bierlaire, M. (2020). Vehicle sharing systems: Does demand forecasting yield a better service?. Proceedings of the 20th Swiss Transport Research Conference (STRC) 13-14 May, 2020.
Research theme(s): Transportation research [Mobilité], Discrete choice [Applications]
[Download PDF][Abstract][Google Scholar][Bibtex][XML Marc]
2019

Atac et al., 2019
Atac, S., Obrenovic, N., and Bierlaire, M. (2019). A holistic decision making framework for a vehicle sharing system. Proceedings of the 23rd European Conference on Advances in Databases and Information Systems (ADBIS) 08-11 September, 2019.
Research theme(s): Transportation research [Mobilité], Discrete choice [Applications]
[Download PDF][Abstract][Google Scholar][Bibtex][XML Marc]

Hillel et al., 2019
Hillel, T., Jin, Y., Elshafie, M. Z E B, and Bierlaire, M. (2019). Weak teachers: Assisted specification of discrete choice models using ensemble learning. Proceedings of the 8th Symposium of the European Association for Research in Transportation (HEART) 4-6 September, 2019.
Research theme(s): Transportation research [Mode choice], Discrete choice [Testing, Model estimation]
[Download PDF][Abstract][Google Scholar][Bibtex][XML Marc]

Atac et al., 2019
Atac, S., Obrenovic, N., and Bierlaire, M. (2019). An optimization framework for light electric vehicle sharing systems. Proceedings of the 19th Swiss Transport Research Conference (STRC) 15-17 May, 2019.
Research theme(s): Transportation research [Mobilité], Discrete choice [Applications]
[Download PDF][Abstract][Google Scholar][Bibtex][XML Marc]

Molyneaux et al., 2019
Molyneaux, N., Scarinci, R., and Bierlaire, M. (2019). The impact of counter-flow on pedestrian walking times. Proceedings of the 19th Swiss Transport Research Conference (STRC) 15-17 May, 2019.
Research theme(s): Operations research [Simulation], Transportation research [Pedestrians], Discrete choice [Route choice]
[Abstract][Google Scholar][Bibtex][XML Marc]

Molyneaux et al., 2019
Molyneaux, N., Scarinci, R., and Bierlaire, M. (2019). Improving pedestrian dynamics by preventing counter-flow. Proceedings of the Tenth Triennial Symposium on Transportation Analysis (TRISTAN X) 17-21 June, 2019.
Research theme(s): Operations research [Simulation], Transportation research [Pedestrians], Discrete choice [Route choice]
[Google Scholar][Bibtex][XML Marc]
2018

Molyneaux et al., 2018
Molyneaux, N., Scarinci, R., and Bierlaire, M. (2018). Controlling Pedestrian Flows Using a Dynamic Traffic Management System. Proceedings of the 7th International Symposium on Dynamic Traffic Assignment: Smart Transportation (DTA) 6-8 June, 2018.
Research theme(s): Operations research [Simulation], Transportation research [Pedestrians], Discrete choice [Route choice]
[Google Scholar][Bibtex][XML Marc]

Lederrey et al., 2018
Lederrey, G., Lurkin, V., and Bierlaire, M. (2018). SNM: Stochastic Newton Method for Optimization of Discrete Choice Models . Proceedings of the 21st IEEE International Conference on Intelligent Transportation Systems (IEEE ITSC'18) 4-7 November, 2018.
Research theme(s): Transportation research [Mode choice], Discrete choice [Model estimation]
[Abstract][Google Scholar][Bibtex][XML Marc]

Hillel et al., 2018
Hillel, T., Bierlaire, M., Elshafie, M. Z E B, and Jin, Y. (2018). Validation of probabilistic classifiers. Proceedings of the 18th Swiss Transport Research Conference (STRC) 16-18 May, 2018.
Research theme(s): Transportation research [Mode choice], Discrete choice [Testing, Model estimation]
[Download PDF][Abstract][Google Scholar][Bibtex][XML Marc]

Jeanbart et al., 2018
Jeanbart, C., Molyneaux, N., Scarinci, R., and Bierlaire, M. (2018). Network design of moving walkways in transportation hubs. Proceedings of the 18th Swiss Transport Research Conference (STRC) 16-18 May, 2018.
Research theme(s): Operations research [Simulation], Transportation research [Pedestrians], Discrete choice [Route choice]
[Google Scholar][Bibtex][XML Marc]

Molyneaux et al., 2018
Molyneaux, N., Scarinci, R., and Bierlaire, M. (2018). Two management strategies for improving passenger transfer experience in train stations . Proceedings of the 18th Swiss Transport Research Conference (STRC) 16-18 May, 2018.
Research theme(s): Operations research [Simulation], Transportation research [Pedestrians], Discrete choice [Route choice]
[Abstract][Google Scholar][Bibtex][XML Marc]
2017

Fernandez-Antolin et al., 2017
Fernandez-Antolin, A., Lurkin, V., de Lapparent, M., and Bierlaire, M. (2017). Discrete-continuous maximum likelihood for the estimation of nested logit models. Proceedings of the 16th Swiss Transport Research Conference (STRC) 17-19 May, 2017.
Research theme(s): Operations research [Mixed integer programming], Discrete choice [Model estimation, Multivariate Extreme Value models (or GEV)]
[Download PDF][Abstract][Google Scholar][Bibtex][XML Marc]

Molyneaux et al., 2017
Molyneaux, N., Scarinci, R., and Bierlaire, M. (2017). Pedestrian management strategies for improving flow dynamics in transportation hubs. Proceedings of the 17th Swiss Transport Research Conference (STRC) 17-19 May, 2017.
Research theme(s): Operations research [Simulation-based optimization], Transportation research [Pedestrians], Discrete choice [Route choice]
[Abstract][Google Scholar][Bibtex][XML Marc]
2016

Fernandez-Antolin et al., 2016
Fernandez-Antolin, A., de Lapparent, M., and Bierlaire, M. (2016). Uncovering substitution patterns in new car sales using a cross nested logit model. Proceedings of the 16th Swiss Transport Research Conference (STRC) 18-20 May, 2016.
Research theme(s): Discrete choice [Multivariate Extreme Value models (or GEV), Model estimation]
[Download PDF][Abstract][Google Scholar][Bibtex][XML Marc]

Kazagli and Bierlaire, 2016
Kazagli, E., and Bierlaire, M. (2016). Assessing complex route choice models using mental representations. Proceedings of the 16th Swiss Transport Research Conference (STRC) May 19-20, 2016, 2016.
Research theme(s): Transportation research [Route choice], Discrete choice [Route choice, Multivariate Extreme Value models (or GEV)]
[Google Scholar][Bibtex][XML Marc]
2015

Baillif et al., 2015
Baillif, M., de Lapparent, M., Fernandez-Antolin, A., and Bierlaire, M. (2015). Modeling consideration for electric vehicles and plug-in electric vehicles in car renewal. Proceedings of the 15th Swiss Transportation Research Conference (STRC) April 15-17, 2015.
Research theme(s): Discrete choice [Model specification, Hybrid logit], Consumer behavior
[Download PDF][Abstract][Google Scholar][Bibtex][XML Marc]

Danalet and Bierlaire, 2015
Danalet, A., and Bierlaire, M. (2015). Importance sampling for activity path choice. Proceedings of the 15th Swiss Transport Research Conference (STRC) April 15-17, 2015.
Research theme(s): Transportation research [Pedestrians, Departure time choice], Discrete choice [Model estimation, Model specification], Consumer behavior
[Download PDF][Abstract][Google Scholar][Bibtex][XML Marc][Infoscience]

Fernandez-Antolin et al., 2015
Fernandez-Antolin, A., Guevara-Cue, A., and Bierlaire, M. (2015). Correcting for endogeneity using the EMIS method: a case study with revealed preference data. Proceedings of the 15th Swiss Transport Research Conference (STRC) 15-17 April, 2015.
Research theme(s): Transportation research [Value of time, Mode choice], Discrete choice [Model estimation, Model specification]
[Abstract][Google Scholar][Bibtex][XML Marc]

Hänseler et al., 2015
Hänseler, F., Bierlaire, M., Molyneaux, N., Scarinci, R., and Thémans, M. (2015). Modeling pedestrian flows in train stations: The example of Lausanne railway station. Proceedings of the Swiss Transportation Research Conference (STRC) April 15-17, 2015.
Research theme(s): Operations research [Simulation], Transportation research [Pedestrians, Public transportation], Discrete choice [Route choice]
[Download PDF][Abstract][Google Scholar][Bibtex][XML Marc]

Kazagli and Bierlaire, 2015
Kazagli, E., and Bierlaire, M. (2015). A Route Choice Model based on Mental Representations. Proceedings of the Proceedings of the 15th Swiss Transport Research Conference (STRC) April 15-17, 2015.
Research theme(s): Transportation research [Route choice, GPS data], Discrete choice [Route choice, Model specification]
[Google Scholar][Bibtex][XML Marc]

Tinguely et al., 2015
Tinguely, L., Danalet, A., de Lapparent, M., and Bierlaire, M. (2015). Destination Choice Model including a panel effect using WiFi localization in a pedestrian facility. Proceedings of the 15th Swiss Transport Research Conference (STRC) April 15-17, 2015.
Research theme(s): Transportation research [Pedestrians, Intelligent Transportation Systems], Discrete choice [Model estimation, Model specification], Consumer behavior
[Download PDF][Abstract][Google Scholar][Bibtex][XML Marc][Infoscience]
2014

Danalet and Bierlaire, 2014
Danalet, A., and Bierlaire, M. (2014). A path choice approach to activity modeling with a pedestrian case study. Proceedings of the 14th Swiss Transport Research Conference (STRC) May 14-16, 2014.
Research theme(s): Transportation research [Pedestrians, Departure time choice], Discrete choice [Model specification, Route choice]
[Download PDF][Abstract][Google Scholar][Bibtex][XML Marc][Infoscience]

Fernandez-Antolin et al., 2014
Fernandez-Antolin, A., Stathopoulos, A., and Bierlaire, M. (2014). Exploratory Analysis of Endogeneity in Discrete Choice Models. Proceedings of the 14th Swiss Transport Research Conference (STRC) 14-16 May, 2014.
Research theme(s): Discrete choice [Model specification, Model estimation]
[Download PDF][Abstract][Google Scholar][Bibtex][XML Marc]

Glerum et al., 2014
Glerum, A., Frejinger, E., Karlstrom, A., Beser Hugosson, M., and Bierlaire, M. (2014). A dynamic discrete-continuous choice model for car ownership and usage: Estimation procedure. Proceedings of the 14th Swiss Transport Research Conference (STRC) May 14-16, 2014.
Research theme(s): Operations research [Dynamic programming], Discrete choice [Model specification, Model estimation]
[Download PDF][Abstract][Google Scholar][Bibtex][XML Marc]

Varotto et al., 2014
Varotto, S. F., Glerum, A., Stathopoulos, A., and Bierlaire, M. (2014). Modelling travel time perception in transport mode choices. Proceedings of the 14th Swiss Transport Research Conference (STRC) May 14-16, 2014.
Research theme(s): Transportation research [Mode choice, Public transportation], Discrete choice [Model specification, Model estimation]
[Download PDF][Google Scholar][Bibtex][XML Marc]
2013

Glerum et al., 2013
Glerum, A., Frejinger, E., Karlstrom, A., Beser Hugosson, M., and Bierlaire, M. (2013). A dynamic discrete-continuous choice model of car ownership, usage and fuel type. Proceedings of the Second Symposium of the European Association for Research in Transportation (hEART) September 4-6, 2013.
Research theme(s): Operations research [Dynamic programming], Discrete choice [Model specification]
[Download PDF][Abstract][Google Scholar][Bibtex][XML Marc]

Glerum et al., 2013
Glerum, A., Frejinger, E., Karlstrom, A., Beser Hugosson, M., and Bierlaire, M. (2013). Modeling car ownership and usage: a dynamic discrete-continuous choice modeling approach. Proceedings of the Third International Choice Modelling Conference (ICMC) July 3-5, 2013.
Research theme(s): Operations research [Dynamic programming], Discrete choice [Model specification]
[Download PDF][Abstract][Google Scholar][Bibtex][XML Marc]

Efthymiou et al., 2013
Efthymiou, D., Farooq, B., Bierlaire, M., and Antoniou, C. (2013). Agent Based Indicators Analysis in the Context of Policy Evaluation. Proceedings of the Swiss Transport Research Conference (STRC) April 24-26, 2013.
Research theme(s): Operations research [Simulation], Transportation research [Land use and Transportation], Discrete choice [Model estimation, Model specification]
[Google Scholar][Bibtex][XML Marc]

Glerum et al., 2013
Glerum, A., Frejinger, E., Karlstrom, A., Beser Hugosson, M., and Bierlaire, M. (2013). A dynamic discrete-continuous choice model of car ownership and usage: Methodological framework. Proceedings of the 13th Swiss Transport Research Conference (STRC) April 24-26, 2013.
Research theme(s): Discrete choice [Model specification]
[Download PDF][Abstract][Google Scholar][Bibtex][XML Marc]

Kazagli et al., 2013
Kazagli, E., Chen, J., and Bierlaire, M. (2013). Incorporating “Mental Maps” in Route Choice Modeling: Preliminary Ideas. Proceedings of the 13th Swiss Transport Research Conference (STRC) 24-26 April, 2013, 2013.
Research theme(s): Transportation research [Route choice], Discrete choice [Route choice]
[Google Scholar][Bibtex][XML Marc]

Stathopoulos et al
Stathopoulos, A., Glerum, A., Thémans, M., and Bierlaire, M. (2013). Dynamic vehicle ownership forecasting: a framework to model inter-temporal renewal decisions. Proceedings of the Swiss Transportation Research Conference (STRC) April 24-26, 2013.
Research theme(s): Discrete choice [Model estimation]
[Google Scholar][Bibtex][XML Marc]

Glerum et al., 2013
Glerum, A., Frejinger, E., Karlstrom, A., Beser Hugosson, M., and Bierlaire, M. (2013). Dynamic discrete-continuous choice modeling approach for car use, ownership and fuel type choice based on register data. Proceedings of the Eighth Triennial Symposium on Transportation Analysis (TRISTAN VIII) June 9-14, 2013.
Research theme(s): Operations research [Dynamic programming], Discrete choice [Model specification]
[Download PDF][Google Scholar][Bibtex][XML Marc]
2012

Glerum and Bierlaire, 2012
Glerum, A., and Bierlaire, M. (2012). The use of word data to measure perception in hybrid choice models. Proceedings of the 13th International Conference on Travel Behavior Research (IATBR) July 15-20, 2012.
Research theme(s): Transportation research [Mode choice, Public transportation], Discrete choice [Model specification, Model estimation]
[Download PDF][Abstract][Google Scholar][Bibtex][XML Marc]

Glerum and Bierlaire, 2012
Glerum, A., and Bierlaire, M. (2012). An enhanced measurement model of perception of comfort in public transportation. Proceedings of the 1st European Symposium on Quantitative Methods in Transportation Systems (LATSIS 2012) September 4-7, 2012.
Research theme(s): Transportation research [Mode choice, Public transportation], Discrete choice [Model specification, Model estimation]
[Download PDF][Google Scholar][Bibtex][XML Marc]

Atasoy et al., STRC 2012
Atasoy, B., Salani, M., and Bierlaire, M. (2012). An integrated fleet assignment and itinerary choice model for a new flexible aircraft. Proceedings of the Swiss Transport Research Conference (STRC) May 2-4, 2012.
Research theme(s): Operations research [Scheduling, Heuristics], Transportation research [Airlines], Discrete choice [Model estimation]
[Download PDF][Abstract][Google Scholar][Bibtex][XML Marc]

Glerum and Bierlaire, 2012
Glerum, A., and Bierlaire, M. (2012). Accounting for response behavior heterogeneity in the measurement of attitudes: an application to demand for electric vehicles. Proceedings of the 12th Swiss Transport Research Conference (STRC) May 2-4, 2012.
Research theme(s): Discrete choice [Stated preferences, Model specification]
[Download PDF][Abstract][Google Scholar][Bibtex][XML Marc]

Efthymiou et al., 2012
Efthymiou, D., Antoniou, C., and Waddell, P. (2012). Which Factors Affect Willingness to Join Vehicle Sharing Systems? Evidence from Young Greek Drivers. Proceedings of the 91st Annual Meeting of the Transportation Research Board (TRB 2012) January 22-26, 2012.
Research theme(s): Discrete choice [Model estimation, Model specification]
[Google Scholar][Bibtex][XML Marc]

Efthymiou et al., 2012
Efthymiou, D., Antoniou, C., and Tyrinopoulos, I. (2012). Spatially-Aware Optimal Site Selection. Method and Application in Mobility Center in Greece. Proceedings of the 91st Annual Meeting of the Transportation Research Board (TRB 2012) January 22-26, 2012.
Research theme(s): Discrete choice [Model estimation, Model specification]
[Google Scholar][Bibtex][XML Marc]
2011

Atasoy et al., 2011
Atasoy, B., Glerum, A., and Bierlaire, M. (2011). Mode choice with attitudinal latent class: a Swiss case-study. Proceedings of the Second International Choice Modeling Conference (ICMC) July 4-6, 2011.
Research theme(s): Transportation research [Mode choice], Discrete choice [Model specification]
[Download PDF][Abstract][Google Scholar][Bibtex][XML Marc]

Glerum et al., 2011
Glerum, A., Atasoy, B., Monticone, A., and Bierlaire, M. (2011). Adjectives qualifying individuals' perceptions impacting on transport mode preferences. Proceedings of the Second International Choice Modeling Conference (ICMC) July 4-6, 2011.
Research theme(s): Transportation research [Mode choice, Public transportation], Discrete choice [Model specification, Model estimation]
[Download PDF][Abstract][Google Scholar][Bibtex][XML Marc]

Glerum, Thémans and Bierlaire, 2011
Glerum, A., Thémans, M., and Bierlaire, M. (2011). Modeling demand for electric vehicles: the effect of car users' attitudes and perceptions. Proceedings of the Second International Choice Modeling Conference (ICMC) July 4-6, 2011.
Research theme(s): Transportation research [Mode choice], Discrete choice [Stated preferences, Model specification]
[Download PDF][Abstract][Google Scholar][Bibtex][XML Marc]

Glerum, Thémans and Bierlaire, 2011
Glerum, A., Thémans, M., and Bierlaire, M. (2011). Emergence of electric mobility: a nested approach to vehicle choice modeling. Proceedings of the 11th Swiss Transport Research Conference (STRC) May 11-13, 2011.
Research theme(s): Transportation research [Mode choice], Discrete choice [Stated preferences, Model specification]
[Download PDF][Google Scholar][Bibtex][XML Marc]
2010

Hurtubia, Flötteröd and Bierlaire
Hurtubia, R., Flötteröd, G., and Bierlaire, M. (2010). Estimation techniques for MEV models with sampling of alternatives. Proceedings of the European Transport Conference October 11 - 13, 2010.
Research theme(s): Discrete choice [Multivariate Extreme Value models (or GEV), Model estimation]
[Download PDF][Google Scholar][Bibtex][XML Marc]

Hurtubia, Martinez, Flötteröd, and Bierlaire, 2010
Hurtubia, R., Martinez, F., Flötteröd, G., and Bierlaire, M. (2010). Comparative analysis of hedonic rents and maximum bids in a land-use simulation context. Proceedings of the 10th Swiss Transport Research Conference September 1 - 3, 2010, 2010.
Research theme(s): Transportation research [Land use and Transportation], Discrete choice [Model specification]
[Download PDF][Google Scholar][Bibtex][XML Marc]

Robin, Bierlaire and Cruz., 2010
Robin, T., Bierlaire, M., and Cruz, J. (2010). Travellers well-being measuring and dynamic facial expression recognition. Proceedings of the World Conference on Transport Research July 11-15, 2010.
Research theme(s): Discrete choice [Model specification], Image analysis
[Google Scholar][Bibtex][XML Marc]

Bierlaire et al., 2010
Bierlaire, M., Ben-Elia, E., and Ettema, D. (2010). A behavioral departure time choice model with latent arrival time preference and rewards for peak-hour avoidance. Proceedings of the European Transport Conference (ETC) Octover 6-8, 2010, 2010.
Research theme(s): Transportation research [Departure time choice], Discrete choice [Model specification]
[Abstract][Google Scholar][Bibtex][XML Marc]

Bierlaire and Flötteröd, 2010
Bierlaire, M., and Flötteröd, G. (2010). Metropolis-Hastings sampling of alternatives for route choice models. Proceedings of the Swiss Transport Research Conference (STRC) September 1-3, 2010.
Research theme(s): Discrete choice [Route choice]
[Download PDF][Google Scholar][Bibtex][XML Marc]

Bierlaire, Hurtubia, and Flötteröd, 2010
Bierlaire, M., Hurtubia, R., and Flötteröd, G. (2010). An analysis of the implicit choice set generation using the Constrained Multinomial Logit model. Proceedings of the Transportation Research Board 2010 Annual Meeting (TRB 2010) January 10-14, 2010.
Research theme(s): Discrete choice [Model specification]
[Download PDF][Abstract][Google Scholar][Bibtex][XML Marc]

Hurtubia et al. 2010
Hurtubia, R., Atasoy, B., Glerum, A., Curchod, A., and Bierlaire, M. (2010). Considering latent attitudes in mode choice: The case of Switzerland. Proceedings of the World Conference on Transport Research (WCTR 2010) July 11-15, 2010.
Research theme(s): Transportation research [Mode choice], Discrete choice [Hybrid logit]
[Download PDF][Google Scholar][Bibtex][XML Marc]
2009

Newman, Chen and Bierlaire, 2009
Newman, J. P, Chen, J., and Bierlaire, M. (2009). Generating probabilistic path observation from GPS data for route choice modeling. Proceedings of the European Transport Conference (ETC) 5-7 October 2009, 2009.
Research theme(s): Transportation research [GPS data, Route choice], Discrete choice [Route choice]
[Download PDF][Abstract][Google Scholar][Bibtex][XML Marc]

Newman, 2009
Newman, J. P (2009). Systematically heterogeneous covariance in network GEV models. Proceedings of the International Choice Modelling Conference (ICMC) 30 March - 1 April, 2009.
Research theme(s): Discrete choice [Multivariate Extreme Value models (or GEV)]
[Abstract][Google Scholar][Bibtex][XML Marc]

Bierlaire and Fetiarison, 2009
Bierlaire, M., and Fetiarison, M. (2009). Estimation of discrete choice models: extending BIOGEME. Proceedings of the 9th Swiss Transport Research Conference (STRC) September 9 - 11, 2009.
Research theme(s): Discrete choice [Model estimation]
[Abstract][Google Scholar][Bibtex][XML Marc]

Bierlaire, Hurtubia, and Flötteröd, 2009
Bierlaire, M., Hurtubia, R., and Flötteröd, G. (2009). A comparative analysis of implicit and explicit methods to model choice set generation. Proceedings of the 9th Swiss Transport Research Conference (STRC) September 9 - 11, 2009.
Research theme(s): Discrete choice [Model specification]
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Robin, Bierlaire and Cruz, 2009
Robin, T., Bierlaire, M., and Cruz, J. (2009). Dynamic facial expression recognition using a behavioural model. Proceedings of the the 9th Swiss Transport Research Conference (STRC) September 9 - 11, 2009, 2009.
Research theme(s): Discrete choice [Model specification]
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2008

Gao et al. 2008
Gao, S., Frejinger, E., and Ben-Akiva, M. (2008). Adaptive Route Choice Models in Stochastic Time-Dependent Networks. Proceedings of the Proceedings of the 87th Annual Meeting of Transportation Research Board Jan. 12-17, 2008.
Research theme(s): Transportation research [Route choice], Discrete choice [Route choice, Model specification]
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Gao et al., 2008
Gao, S., Frejinger, E., and Ben-Akiva, M. (2008). Adaptive Route Choice Models. Proceedings of the Proceedings of the 10th International Conference on Applications of Advanced Technologies in Transportation (AATT) May 28-30, 2008.
Research theme(s): Transportation research [Route choice], Discrete choice [Route choice]
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2007

Fosgerau and Bierlaire, 2007
Fosgerau, M., and Bierlaire, M. (2007). Discrete choice models with multiplicative error terms. Proceedings of the European Transport Conference (ETC) October 17-19, 2007, 2007.
Research theme(s): Discrete choice [Model specification]
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Frejinger, 2007
Frejinger, E. (2007). Random Sampling of Alternatives in a Route Choice Context. Proceedings of the European Transport Conference (ETC) October 17-19, 2007.
Research theme(s): Transportation research [Route choice], Discrete choice [Route choice, Model specification]
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Frejinger and Bierlaire, 2007
Frejinger, E., and Bierlaire, M. (2007). Random Sampling of Alternatives for Route Choice Modeling. Proceedings of the Swiss Transport Research Conference (STRC) September 12-14, 2007.
Research theme(s): Transportation research [Route choice], Discrete choice [Route choice, Model specification]
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Frejinger and Bierlaire, 2007
Frejinger, E., and Bierlaire, M. (2007). Stochastic Path Generation Algorithm for Route Choice Models. Proceedings of the Sixth Triennial Symposium on Transportation Analysis (TRISTAN) June 10-15, 2007.
Research theme(s): Transportation research [Route choice], Discrete choice [Model specification, Route choice]
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2006

Bierlaire et al., 2006
Bierlaire, M., Frejinger, E., and Stojanovic, J. (2006). A latent route choice model in Switzerland. Proceedings of the European Transport Conference (ETC) September 18-20, 2006.
Research theme(s): Transportation research [Route choice], Discrete choice [Model estimation, Route choice]
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Frejinger and Bierlaire, 2006
Frejinger, E., and Bierlaire, M. (2006). Capturing correlation with subnetworks in route choice models. Proceedings of the 11th International Conference on Travel Behaviour Research (IATBR) August 16-20, 2006.
Research theme(s): Transportation research [Route choice], Discrete choice [Mixtures, Route choice]
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Antonini and Bierlaire, 2006
Antonini, G., and Bierlaire, M. (2006). Capturing interactions in pedestrian walking behavior in a discrete choice framework. Proceedings of the 6th Swiss Transport Research Conference (STRC) March 15-17, 2006.
Research theme(s): Transportation research [Pedestrians], Discrete choice [Model specification]
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Fosgerau, Bierlaire, 2006
Fosgerau, M., and Bierlaire, M. (2006). A practical test for the choice of mixing distribution in discrete choice models. Proceedings of the Swiss Transport Research Conference (STRC) March, 15-17, 2006.
Research theme(s): Discrete choice [Testing]
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Frejinger and Bierlaire, 2006
Frejinger, E., and Bierlaire, M. (2006). Capturing Correlation in Route Choice Models using Subnetworks. Proceedings of the Swiss Transport Research Conference (STRC) March 15-17, 2006.
Research theme(s): Transportation research [Route choice], Discrete choice [Route choice, Mixtures]
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Hess et al., 2006
Hess, S., Polak, J., and Bierlaire, M. (2006). Confounding between substitution patterns and random taste heterogeneity. Proceedings of the 6th Swiss Transport Research Conference (STRC) March 15-17, 2006.
Research theme(s): Discrete choice [Model specification, Mixtures]
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Hess, Bierlaire, Polak, 2006
Hess, S., Bierlaire, M., and Polak, J. (2006). Discrete mixture Models. Proceedings of the Swiss Transport Research Conference (STRC) March 15-17, 2006.
Research theme(s): Discrete choice [Mixtures]
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2005

Abbet et al., 2005
Abbe, E., Bierlaire, M., and Toledo, T. (2005). Normalization and correlation of cross-nested logit models. Proceedings of the European Transport Conference (ETC) October 3-5, 2005.
Research theme(s): Discrete choice [Multivariate Extreme Value models (or GEV)]
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Bierlaire, Frejinger, 2005
Bierlaire, M., and Frejinger, E. (2005). Route choice models with subpath components. Proceedings of the Swiss Transportation Research Conference (STRC) March, 09-13, 2005.
Research theme(s): Transportation research [Route choice], Discrete choice [Route choice, Mixtures]
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Bierlaire, Themans, 2005
Bierlaire, M., and Thémans, M. (2005). Development of Swiss models for transportation demand prediction in response to real-time traffic information. Proceedings of the Swiss Transport Research Conference (STRC) March, 09-11, 2005.
Research theme(s): Transportation research [Intelligent Transportation Systems], Discrete choice [Model specification]
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Hess et al, 2005
Hess, S., Bierlaire, M., and Polak, J. (2005). Mixed GEV modelling of mode-choice. Proceedings of the Swiss Transportation Research Conference (STRC) March, 09-13, 2005.
Research theme(s): Discrete choice [Multivariate Extreme Value models (or GEV), Mixtures]
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Hess, Bierlaire, Polak, 2005
Hess, S., Bierlaire, M., and Polak, J. (2005). Discrete mixtures of GEV models. Proceedings of the Swiss Transport Research Conference (STRC) March, 09-11, 2005.
Research theme(s): Discrete choice [Multivariate Extreme Value models (or GEV), Mixtures]
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Hess, Bierlaire, Polak, 2005
Hess, S., Bierlaire, M., and Polak, J. (2005). Capturing taste heterogeneity and correlation structure with mixed GEV models. Proceedings of the 8th Annual Meeting of the Transportation Research Board (TRB) January, 9-13, 2005.
Research theme(s): Discrete choice [Multivariate Extreme Value models (or GEV), Mixtures]
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Hess, Bierlaire, Polak, 2005
Hess, S., Bierlaire, M., and Polak, J. (2005). Estimation of value of travel-time saving using mixed logit models. Proceedings of the 84th annual Meeting of the Transportation Research Board (TRB) January, 09-13, 2005.
Research theme(s): Transportation research [Value of time], Discrete choice [Mixtures]
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2004

Hess, Bierlaire, Polak, 2004
Hess, S., Bierlaire, M., and Polak, J. (2004). Development and application of a mixed cross-nested logit model. Proceedings of the XXIth European Transport Conference (ETC) October, 04-06, 2004.
Research theme(s): Discrete choice [Multivariate Extreme Value models (or GEV), Mixtures]
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Antonini, Bierlaire, Weber, 2004
Antonini, G., Bierlaire, M., and Weber, M. (2004). Simulation of Pedestrian Behaviour using a Discrete Choice Model Calibrated on Actual Motion Data. Proceedings of the Swiss Transport Research Conference (STRC) March 24-26, 2004.
Research theme(s): Transportation research [Pedestrians], Discrete choice [Model specification]
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Hess, Polak, Bierlaire, 2004
Hess, S., Polak, J., and Bierlaire, M. (2004). Development of a mixed cross-nested logit model with an application to mode choice modelling. Proceedings of the 10th triennial World Conference on Transportation Research (WCTR) July, 04-08, 2004.
Research theme(s): Transportation research [Mode choice], Discrete choice [Multivariate Extreme Value models (or GEV), Mixtures]
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2003

Bierlaire, 2003
Bierlaire, M. (2003). BIOGEME: a free package for the estimation of discrete choice models. Proceedings of the Swiss Transport Research Conference (STRC) March, 19-21, 2003.
Research theme(s): Discrete choice [Model estimation]
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2002

Bierlaire, 2002
Bierlaire, M. (2002). The Network GEV model. Proceedings of the Swiss Transport Research Conference (STRC) March, 20-22, 2002.
Research theme(s): Discrete choice [Multivariate Extreme Value models (or GEV)]
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2001

Bierlaire et al, 2001
Bierlaire, M., Axhausen, K., and Abay, G. (2001). The acceptance of modal innovation: The case of Swissmetro. Proceedings of the Swiss Transport Research Conference (STRC) March, 01-03, 2001.
Research theme(s): Transportation research [Mode choice], Discrete choice [Multivariate Extreme Value models (or GEV)]
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Bierlaire, 2001
Bierlaire, M. (2001). A general formulation of the cross-nested logit model. Proceedings of the Swiss Transport Research Conference (STRC) March, 01-03, 2001.
Research theme(s): Discrete choice [Multivariate Extreme Value models (or GEV)]
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Expertise

  • Transportation Research
  • Operations Research
  • Discrete Choice Models

Methods

Modeling, optimization, simulation

Type of publication

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