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Michel Bierlaire technical reports
This page reports only the academic work registered in the databases of the Transport and Mobility Laboratory, and is not necessarily a comprehensive list of the work by Michel Bierlaire.
More information may be available here
\item[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. )
\item[Ricard and Bierlaire, 2024.]
Ricard, L., and Bierlaire, M. (2024). 50 years of behavioral models for transportation and logistics. Technical report TRANSP-OR 220408. )
\item[Bierlaire and Paschalidis, 2023]
Bierlaire, M., and Paschalidis, E. (2023). Estimating MEV models with samples of alternatives. Technical report TRANSP-OR 231225. )
\item[Haering et al., 2023]
Haering, T., Legault, R., Torres, F., Ljubic, I., and Bierlaire, M. (2023). Exact Algorithms for Continuous Pricing with Advanced Discrete Choice Demand Models. Technical report TRANSP-OR 231211. )
\item[Bierlaire, 2023]
Bierlaire, M. (2023). A short introduction to Biogeme. Technical report TRANSP-OR 230620. )
\item[Kukic et al., 2023]
Kukic, M., Li, X., and Bierlaire, M. (2023). Divide-and-conquer one-step simulator for the generation of synthetic households. Technical report TRANSP-OR 230408. )
\item[Ortelli et al., 2023]
Ortelli, N., de Lapparent, M., and Bierlaire, M. (2023). Resampling estimation of discrete choice models. Technical report TRANSP-OR 230330. )
\item[Bierlaire and Ortelli, 2023]
Bierlaire, M., and Ortelli, N. (2023). Assisted specification with Biogeme 3.2.12. Technical report 230816. )
\item[Cortes Balcells et al., 2023.]
Cortes Balcells, C., Krueger, R., and Bierlaire, M. (2023). Multi-objective Optimization of Activity-Travel Policies for Epidemic Control: Balancing Health and Economic Outcomes on Socio-Economic Segments. Technical report 221007. )
\item[Rezvany et al., 2023]
Rezvany, N., Bierlaire, M., and Hillel, T. (2023). Simulating intra-household interactions for in- and out-of-home
activity scheduling. Technical report . )
\item[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. )
\item[Bataillard et al., 2022]
Bataillard, L., Pougala, J., Haering, T., and Bierlaire, M. (2022). A comparative analysis of optimization algorithms for activity-based applications. Technical report TRANSP-OR 220610. )
\item[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. )
\item[Cortes Balcells et al., 2022.]
Cortes Balcells, C., Krueger, R., and Bierlaire, M. (2022). Disaggregate modeling and policy optimization for the Swiss SARS-CoV-2 outbreak. Technical report 221007. )
\item[Bierlaire and Ortelli, 2022]
Bierlaire, M., and Ortelli, N. (2022). Assisted specification with Biogeme. Technical report 220707. )
\item[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. )
\item[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. )
\item[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. )
\item[Molyneaux et al., 2021]
Molyneaux, N., and Bierlaire, M. (2021). Analysis and modelling of intra-hub pedestrian dynamics. Technical report TRANSP-OR 210526. )
\item[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. )
\item[Bierlaire et al., 2021]
Bierlaire, M., Frejinger, E., and Hillel, T. (2021). Dynamic choice models. Technical report TRANSP-OR 210305. )
\item[Molyneaux et al., 2021]
Molyneaux, N., and Bierlaire, M. (2021). Controlling pedestrian flows with moving walkways. Technical report TRANSP-OR 210218. )
\item[Beine et al., 2021]
Beine, M., Bierlaire, M., and Docquier, F. (2021). New York, Abu Dhabi, London or Stay at Home? Using a Cross-Nested Logit Model to Identify Complex Substitution Patterns in Migration. Technical report TRANSP-OR 210130. )
\item[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. )
\item[Pougala et al., 2021]
Pougala, J., Hillel, T., and Bierlaire, M. (2021). Capturing trade-offs between daily scheduling choices. Technical report TRANSP-OR 210101. )
\item[Rezvany et al., 2021]
Rezvany, N., Hillel, T., and Bierlaire, M. (2021). Integrated models of transport and energy demand: A literature review and framework. Technical report . )
\item[Bierlaire and Krueger, 2020]
Bierlaire, M., and Krueger, R. (2020). Sampling and discrete choice. Technical report TRANSP-OR 201109. )
\item[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. )
\item[Bierlaire, 2020]
Bierlaire, M. (2020). A short introduction to PandasBiogeme. Technical report TRANSP-OR 200605. )
\item[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. )
\item[Bierlaire, 2019]
Bierlaire, M. (2019). Monte-Carlo integration with PandasBiogeme. Technical report TRANSP-OR 191231. )
\item[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. )
\item[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. )
\item[Molyneaux et al., 2019]
Molyneaux, N., Scarinci, R., and Bierlaire, M. (2019). Design and analysis of control strategies for pedestrian flows. Technical report TRANSP-OR 191031. )
\item[Mueller et al., 2019]
Mueller, F., Guerster, M., Obrenovic, N., and Bierlaire, M. (2019). Can regional railway become emission-free with recently announced vehicles? - A case study of Bavaria. Technical report TRANSP-OR 191028. )
\item[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. )
\item[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. )
\item[Bierlaire, 2018]
Bierlaire, M. (2018). Estimating choice models with latent variables with PandasBiogeme. Technical report TRANSP-OR 181227. )
\item[Bierlaire, 2018]
Bierlaire, M. (2018). Calculating indicators with PandasBiogeme. Technical report TRANSP-OR 181223. )
\item[Bierlaire, 2018]
Bierlaire, M. (2018). PandasBiogeme: a short introduction. Technical report TRANSP-OR 181219. )
\item[Scarinci et al., 2018]
Scarinci, R., Zanarini, A., and Bierlaire, M. (2018). Electrification of urban mobility: the case of catenary-free buses. Technical report TRANSP-OR 181030. )
\item[Xia et al., 2018]
Xia, J., Dai, W., Polak, J., and Bierlaire, M. (2018). Dimension reduction for origin-destination flow estimation: blind estimation made possible. Technical report 1810.06077. )
\item[Markov et al., 2017]
Markov, I., Bierlaire, M., Cordeau, J., Maknoon, Y., and Varone, S. (2017). A unified framework for rich routing problems with stochastic demands. Technical report TRANSP-OR 171025. )
\item[Pacheco et al., 2017]
Pacheco, M., Sharif Azadeh, S., Bierlaire, M., and Gendron, B. (2017). Integrating advanced discrete choice models in mixed integer linear optimization. Technical report TRANSP-OR 170714. )
\item[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. )
\item[Bierlaire and Lurkin, 2017]
Bierlaire, M., and Lurkin, V. (2017). Introduction to disaggregate demand models. Technical report TRANSP-OR 170508. )
\item[Binder et al., 2017]
Binder, S., Maknoon, Y., and Bierlaire, M. (2017). Introducing exogenous priority rules for the capacitated passenger assignment problem. Technical report TRANSP-OR 170209. )
\item[Scarinci et al., 2017]
Scarinci, R., Markov, I., and Bierlaire, M. (2017). Network design of a transport system based on accelerating moving walkways. Technical report TRANSP-OR 170123. )
\item[Nikolic et al., 2017]
Nikolic, M., Bierlaire, M., de Lapparent, M., and Scarinci, R. (2017). Multi-class speed-density relationship for pedestrian traffic. Technical report TRANSP-OR 170115. )
\item[Fernandez-Antolin et al., 2016]
Fernandez-Antolin, A., de Lapparent, M., and Bierlaire, M. (2016). Modeling purchases of new cars: an analysis of the 2014 French market. Technical report TRANSP-OR 161130. )
\item[Robenek et al., 2016]
Robenek, T., Sharif Azadeh, S., Maknoon, Y., de Lapparent, M., and Bierlaire, M. (2016). Train Timetable Design Under Elastic Passenger Demand. Technical report TRANSP-OR 160923. )
\item[Markov et al., 2016]
Markov, I., Bierlaire, M., Cordeau, J., Maknoon, Y., and Varone, S. (2016). Inventory routing with non-stationary stochastic demands. Technical report TRANSP-OR 160825. )
\item[Nikolic and Bierlaire, 2016]
Nikolic, M., and Bierlaire, M. (2016). Data-driven characterization of pedestrian flows. Technical report TRANSP-OR 160815. )
\item[Scarinci et al., 2016]
Scarinci, R., Bahrami, F., Ourednik, A., and Bierlaire, M. (2016). An exploration of moving walkways as a transport system in urban centers. Technical report TRANSP-OR 160810. )
\item[Maknoon et al., 2016]
Maknoon, Y., and Bierlaire, M. (2016). A passenger-centric approach to enhance
railway services. Technical report TRANSP-OR 160805. )
\item[Bierlaire, 2016]
Bierlaire, M. (2016). PythonBiogeme: a short introduction. Technical report TRANSP-OR 160706. )
\item[Binder et al., 2016]
Binder, S., Maknoon, Y., and Bierlaire, M. (2016). The multi-objective railway timetable rescheduling problem. Technical report TRANSP-OR 160530. )
\item[Robenek et al., 2016]
Robenek, T., Sharif Azadeh, S., Maknoon, Y., and Bierlaire, M. (2016). Hybrid Cyclicity: Combining The Benefits Of Cyclic And Non-Cyclic Timetables. Technical report TRANSP-OR 160510. )
\item[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. )
\item[Scarinci et al., 2016]
Scarinci, R., Rast, F., and Bierlaire, M. (2016). Evaluation of the energy consumption in different mobility scenarios to meet the goal of a 2000-watt society. Technical report TRANSP-OR 130916. )
\item[Bierlaire and Sharif Azadeh, 2016]
Bierlaire, M., and Sharif Azadeh, S. (2016). Demand-based discrete optimization. Technical report 160209. )
\item[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. mph{(Published as: Location choice with longitudinal WiFi data, mph{Journal of Choice Modelling}
\textbf{18}():1-17 (2016).
)
)
\item[Bierlaire, 2015]
Bierlaire, M. (2015). BisonBiogeme: syntax of the modeling language. Technical report TRANSP-OR 151102. )
\item[H\"anseler et al., 2015]
H\änseler, 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. )
\item[H\"anseler et al., 2015]
H\änseler, 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. )
\item[Robenek et al., 2015]
Robenek, T., Maknoon, Y., Sharif Azadeh, S., Chen, J., and Bierlaire, M. (2015). Passenger Centric Train Timetabling Problem. Technical report TRANSP-OR 150917. )
\item[Maknoon et al., 2015]
Maknoon, Y., Sharif Azadeh, S., and Bierlaire, M. (2015). Trajectory planning for small aircrafts. Technical report TRANSP-OR 150901. )
\item[Kazagli et al., 2015]
Kazagli, E., Bierlaire, M., and Fl\ötter\öd, G. (2015). Revisiting the Route Choice Problem: A Modeling Framework Based on Mental Representations. Technical report TRANSP-OR 150824. )
\item[Bierlaire, 2015]
Bierlaire, M. (2015). BisonBiogeme: estimating a first model. Technical report TRANSP-OR 150720. )
\item[H\"anseler et al., 2015]
H\änseler, F., Molyneaux, N., and Bierlaire, M. (2015). Estimation of pedestrian origin-destination demand in train stations. Technical report TRANSP-OR 150703. )
\item[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. )
\item[Markov et al., 2015]
Markov, I., Varone, S., and Bierlaire, M. (2015). The waste collection VRP with intermediate facilities, a heterogeneous fixed fleet and a flexible assignment of origin and destination depot. Technical report TRANSP-OR 150212. )
\item[H\"anseler et al., 2015]
H\änseler, F., Molyneaux, N., and Bierlaire, M. (2015). Schedule-based estimation of pedestrian origin-destination demand in railway stations. Technical report TRANSP-OR 150108. )
\item[Bierlaire, 2015]
Bierlaire, M. (2015). Monte-Carlo integration with PythonBiogeme. Technical report 150806. )
\item[Moret et al., 2014]
Moret, S., Bierlaire, M., and Mar\échal, F. (2014). Robust Optimization for Strategic Energy Planning. Technical report TRANSP-OR 141115. )
\item[Bierlaire, 2014]
Bierlaire, M. (2014). Simulation and optimization in transportation: a short review. Technical report TRANSP-OR 141113. )
\item[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. )
\item[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. )
\item[H\"anseler et al., 2013]
H\änseler, F., Bierlaire, M., Farooq, B., and M\ühlematter, T. (2013). An aggregate model for transient and multi-directional pedestrian flows in public walking areas. Technical report TRANSP-OR 131219. )
\item[Umang et al., 2013]
Umang, N., Erera, A. L., and Bierlaire, M. (2013). The robust single machine scheduling problem with uncertain release and processing times. Technical report TRANSP-OR 131029. )
\item[Danalet et al., 2013]
Danalet, A., Farooq, B., and Bierlaire, M. (2013). A Bayesian Approach to Detect Pedestrian Destination-Sequences from WiFi Signatures. Technical report TRANSP-OR 131002. mph{(Published as: A Bayesian Approach to Detect Pedestrian Destination-Sequences from WiFi Signatures, mph{Transportation Research Part C: Emerging Technologies}
\textbf{44}():146 - 170 (2014).
)
)
\item[H\"anseler et al., 2013]
H\änseler, F., Molyneaux, N., Th\émans, M., and Bierlaire, M. (2013). Pedestrian strategies within railway stations: Analysis and modeling of pedestrian flows (PedFlux Mid-Term Report). Technical report TRANSP-OR 130920. )
\item[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. )
\item[Atasoy et al. 2013]
Atasoy, B., Salani, M., and Bierlaire, M. (2013). A local search heuristic for a mixed integer nonlinear integrated airline schedule planning problem. Technical report TRANSP-OR 130402. )
\item[Umang et al., 2013]
Umang, N., Bierlaire, M., and Erera, A. L. (2013). Real-time management of berth allocation with stochastic arrival and handling times. Technical report TRANSP-OR 130215. )
\item[Farooq et al., 2013]
Farooq, B., Bierlaire, M., Hurtubia, R., and Fl\ötter\öd, G. (2013). Simulation based Synthesis of Population. Technical report TRANSP-OR 130125. )
\item[Robenek et al., 2012]
Robenek, T., Umang, N., Bierlaire, M., and Ropke, S. (2012). A branch-and-price algorithm to solve the integrated berth allocation and yard assignment problem in bulk ports. Technical report TRANSP-OR 121030. )
\item[Haenseler et al., 2012]
H\änseler, F., Sahaleh, S., Farooq, B., Lavadinho, S., Th\émans, M., and Bierlaire, M. (2012). Final report on the modeling part of the "Flux pietons Gare de Lausanne" project within the framework of "Leman 2030". Technical report TRANSP-OR 120801. )
\item[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. )
\item[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. mph{(Published as: Impact analysis of a flexible air transportation system, mph{European Journal of Transport and Infrastructure Research}
\textbf{13}(2):123-146 (2013).
)
)
\item[Bierlaire M. and Chen J. 2012]
Chen, J., and Bierlaire, M. (2012). Probabilistic multimodal map-matching with rich smartphone data. Technical report TRANSP-OR 120618. )
\item[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. mph{(Published as: An integrated airline scheduling, fleeting and pricing model for a monopolized market, mph{Computer-Aided Civil and Infrastructure Engineering}
\textbf{29}(2):76-90 (2014).
)
)
\item[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. )
\item[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. )
\item[Kumar and Bierlaire, 2012]
Kumar, P., and Bierlaire, M. (2012). Multi-Objective Airport Gate Assignment Problem in Planning and Operations. Technical report TRANSP-OR 120321. )
\item[Glerum et al., 2012]
Glerum, A., Stankovikj, L., Th\émans, M., and Bierlaire, M. (2012). Forecasting the demand for electric vehicles: accounting for attitudes and perceptions. Technical report TRANSP-OR 120217. )
\item[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. )
\item[Umang et al., 2012]
Umang, N., Bierlaire, M., and Vacca, I. (2012). Exact and heuristic methods to solve the berth allocation problem in bulk ports. Technical report TRANSP-OR 120116. )
\item[Cruz-Mota et al, 2011]
Cruz, J., Bierlaire, M., and Thiran, J. (2011). Sample and Pixel Weighting Strategies for Robust Incremental Visual Tracking. Technical report TRANSP-OR 111027. )
\item[Kumar and Bierlaire, 2011]
Kumar, P., and Bierlaire, M. (2011). Optimizing Fueling Decisions for Locomotives in Railroad Networks. Technical report TRANSP-OR 111006. )
\item[Atasoy et al., 2011]
Atasoy, B., Salani, M., Leonardi, C., and Bierlaire, M. (2011). Clip-Air, a flexible air transportation system. Technical report TRANSP-OR 110929. )
\item[Fl\"otter\"od and Bierlaire, 2011]
Fl\ötter\öd, G., and Bierlaire, M. (2011). Metropolis-Hastings sampling of paths. Technical report TRANSP-OR 110606. )
\item[Atasoy et al., 2011]
Atasoy, B., Glerum, A., and Bierlaire, M. (2011). Attitudes towards mode choice in Switzerland. Technical report TRANSP-OR 110502. )
\item[Vacca et al., 2011]
Vacca, I., Salani, M., and Bierlaire, M. (2011). An exact algorithm for the integrated planning of berth allocation and quay crane assignment. Technical report TRANSP-OR 110323. )
\item[Robin and Bierlaire (2011)]
Robin, T., and Bierlaire, M. (2011). Modeling the behavior of investors. Technical report . )
\item[Osorio and Bierlaire, 2010]
Osorio, C., and Bierlaire, M. (2010). A simulation-based optimization framework for urban traffic control. Technical report TRANSP-OR 101203. )
\item[Salani et al., 2010]
Salani, M., Vacca, I., and Bierlaire, M. (2010). Two-stage column generation. Technical report TRANSP-OR 101130. )
\item[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. )
\item[Fl\"otter\"od and Bierlaire, 2010]
Fl\ötter\öd, G., and Bierlaire, M. (2010). A framework for the data-consistent deployment of urban microsimulations. Technical report TRANSP-OR 100904. )
\item[Osorio, Fl\"otter\"od, and Bierlaire, 2010]
Osorio, C., Fl\ötter\öd, G., and Bierlaire, M. (2010). Dynamic network loading: a differentiable model that derives link state distributions. Technical report TRANSP-OR 100815. mph{(Published as: Dynamic network loading: a differentiable model that derives link state distributions, mph{Transportation Research Part B: Methodological}
\textbf{45}(9):1410-1423 (2011).
)
)
\item[Fosgerau et al., 2010]
Fosgerau, M., McFadden, D., and Bierlaire, M. (2010). Choice probability generating functions. Technical report TRANSP-OR 100605. )
\item[Robin et al. (2010)]
Robin, T., Bierlaire, M., and Cruz, J. (2010). Dynamic facial expression recognition with a discrete choice model. Technical report TRANSP-OR 100423. )
\item[Osorio and Bierlaire, 2010]
Osorio, C., and Bierlaire, M. (2010). A tractable analytical model for large-scale congested protein synthesis networks. Technical report TRANSP-OR 100420. )
\item[Hurtubia, Gallay and Bierlaire, 2010]
Hurtubia, R., Gallay, O., and Bierlaire, M. (2010). Attributes of Households, Locations and Real-Estate Markets for Land Use Modeling (SustainCity deliverable). Technical report TRANSP-OR 100419. )
\item[Eggenberg et al, 2010]
Eggenberg, N., Salani, M., and Bierlaire, M. (2010). Robust and Recoverable Maintenance Routing Schedules. Technical report TRANSP-OR 100115. )
\item[Fl\"otter\"od, Bierlaire, and Nagel, 2010]
Fl\ötter\öd, G., Bierlaire, M., and Nagel, K. (2010). Bayesian demand calibration for dynamic traffic simulations. Technical report TRANSP-OR 100105. mph{(Published as: Bayesian demand calibration for dynamic traffic simulations, mph{Transportation Science}
\textbf{45}(4):541-561 (2011).
)
)
\item[Osorio and Bierlaire, 2009]
Osorio, C., and Bierlaire, M. (2009). A surrogate model for traffic optimization of congested networks: an analytic queueing network approach. Technical report TRANSP-OR 090825. )
\item[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. )
\item[Bierlaire, Hurtubia, and Fl\"otter\"od, 2009]
Bierlaire, M., Hurtubia, R., and Fl\ötter\öd, G. (2009). An experimental analysis of the implicit choice set generation using the Constrained Multinomial Logit model. Technical report TRANSP-OR 090518. mph{(Published as: An analysis of the implicit choice set generation using the Constrained Multinomial Logit model, mph{Transportation Research Record}
\textbf{2175}():92-97 (2010).
)
)
\item[Cruz-Mota et al., 2009]
Cruz, J., Bogdanova, I., Paquier, B., Bierlaire, M., and Thiran, J. (2009). Scale Invariant Feature Transform on the Sphere: Theory and Applications. Technical report TRANSP-OR 090426. mph{(Published as: Scale Invariant Feature Transform on the Sphere: Theory and Applications, mph{International Journal of Computer Vision}
\textbf{98}(2):217-241 (2012).
)
)
\item[Alahi et al., 2009]
Alahi, A., Vandergheynst, P., Bierlaire, M., and Kunt, M. (2009). A Master-Slave Approach to Detect and Match Objects Across Several Uncalibrated Moving Cameras. Technical report TRANSP-OR 090309. )
\item[Bierlaire and Robin, 2009]
Bierlaire, M., and Robin, T. (2009). Pedestrians choices. Technical report TRANSP-OR 090303. )
\item[Eggenberg et al, 2009b]
Eggenberg, N., Salani, M., and Bierlaire, M. (2009). Constraint-Specific Recovery Networks for Solving Airline Recovery Problems. Technical report TRANSP-OR 081001. )
\item[Eggenberg et al, 2009]
Eggenberg, N., Salani, M., and Bierlaire, M. (2009). UFO: Uncertainty Feature Optimization, an Implicit Paradigm for Problems with Noisy Data. Technical report TRANSP-OR 080829. )
\item[Fl\"otter\"od et al., 2008]
Fl\ötter\öd, G., Bierlaire, M., and Nagel, K. (2008). Bayesian calibration of dynamic traffic simulations. Technical report TRANSP-OR 081028. )
\item[Osorio and Bierlaire, 2008]
Osorio, C., and Bierlaire, M. (2008). Accounting for congestion and spillbacks in fixed-time traffic signal optimization: an analytical queueing model approach. Technical report TRANSP-OR 081026. )
\item[Alahi et al., 2008]
Alahi, A., Bierlaire, M., and Kunt, M. (2008). Combination of Fixed and Mobile Cameras for Automatic Pedestrian Detection. Technical report TRANSP-OR 081005. )
\item[Patterson and Bierlaire, 2008]
Patterson, Z., and Bierlaire, M. (2008). Development of Prototype UrbanSim Models. Technical report TRANSP-OR 080814. )
\item[Cruz et al., 2008]
Cruz, J., Bierlaire, M., and Thiran, J. (2008). Multiple-View Scenes: Reconstruction and Virtual Views. Technical report TRANSP-OR 080710. )
\item[Vacca et al., 2008]
Vacca, I., Bierlaire, M., and Salani, M. (2008). Optimization at Container Terminals: Status, Trends and Perspectives (revised version). Technical report TRANSP-OR 080528. )
\item[Vacca et al., 2007]
Vacca, I., Bierlaire, M., and Salani, M. (2007). Optimization at Container Terminals: Status, Trends and Perspectives. Technical report TRANSP-OR 071204. )
\item[Frejinger and Bierlaire, 2007]
Frejinger, E., and Bierlaire, M. (2007). Sampling of Alternatives for Route Choice Modeling. Technical report TRANSP-OR 071121. )
\item[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. mph{(Published as: Specification, estimation and validation of a pedestrian walking behavior model, mph{Transportation Research Part B: Methodological}
\textbf{43}(1):36-56 (2009).
)
)
\item[Antonini et al., 2007]
Antonini, G., Bierlaire, M., Schneider, S., and Robin, T. (2007). Specification, estimation and validation of a pedestrian walking behavior model. Technical report TRANSP-OR 070727. )
\item[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. mph{(Published as: Discrete choice models with multiplicative error terms, mph{Transportation Research Part B: Methodological}
\textbf{43}(5):494-505 (2009).
)
)
\item[Osorio and Bierlaire, 2007]
Osorio, C., and Bierlaire, M. (2007). An analytic finite capacity queueing network model capturing blocking, congestion and spillbacks. Technical report TRANSP-OR 070604. mph{(Published as: An analytic finite capacity queueing network model capturing the propagation of congestion and blocking, mph{European Journal of Operational Research}
\textbf{196}(3):996-1007 (2009).
)
)
\item[Bierlaire and Lucadamo, 2007]
Bierlaire, M., and Lucadamo, A. (2007). Sampling of alternatives using multidimensional analysis. Technical report TRANSP-OR 070522. )
\item[Bierlaire et al., 2007]
Bierlaire, M., Th\émans, M., and Zufferey, N. (2007). A heuristic for nonlinear global optimization. Technical report TRANSP-OR 070430. )
\item[Bierlaire, 2007]
Bierlaire, M. (2007). Recent methodological developments in discrete choice models. Technical report TRANSP-OR 070415. )
\item[Bierlaire and Frejinger, 2007]
Bierlaire, M., and Frejinger, E. (2007). Route choice modeling with network-free data. Technical report TRANSP-OR 070214. mph{(Published as: Route choice modeling with network-free data, mph{Transportation Research Part C: Emerging Technologies}
\textbf{16}(2):187-198 (2008).
)
)
\item[Bierlaire and Frejinger, 2007]
Bierlaire, M., and Frejinger, E. (2007). Technical note: A Stochastic Choice Set Generation Algorithm. Technical report TRANSP-OR 070213. )
\item[Bierlaire and Th\'emans, 2006]
Bierlaire, M., and Th\émans, M. (2006). Dealing with singularities in nonlinear unconstrained optimization. Technical report TRANSP-OR 061207. mph{(Published as: Dealing with singularities in nonlinear unconstrained optimization, mph{European Journal of Operational Research}
\textbf{196}(1):33-42 (2009).
)
)
\item[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. mph{(Published as: A systematic comparison of continuous and discrete mixture models, mph{European Transport}
\textbf{37}():35-61 (2007).
)
)
\item[Fosgerau and Bierlaire, 2006]
Fosgerau, M., and Bierlaire, M. (2006). Discrete choice models with multiplicative error terms. Technical report TRANSP-OR 060831. mph{(Published as: Discrete choice models with multiplicative error terms, mph{Transportation Research Part B: Methodological}
\textbf{43}(5):494-505 (2009).
)
)
\item[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. mph{(Published as: The estimation of Generalized Extreme Value models from choice-based samples, mph{Transportation Research Part B: Methodological}
\textbf{42}(4):381-394 (2008).
)
)
\item[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. mph{(Published as: A practical test for the choice of mixing distribution in discrete choice models, mph{Transportation Research Part B: Methodological}
\textbf{41}(7):784-794 (2007).
)
)
\item[Bierlaire et al., 2006]
Bierlaire, M., Th\émans, M., and Axhausen, K. (2006). Analysis of driver's response to real-time information in Switzerland. Technical report GR-BIE-REPORT-2006-002. mph{(Published as: Analysis of driver's response to real-time information in Switzerland, mph{European Transport}
\textbf{34}():21-41 (2006).
)
)
\item[Frejinger, Bierlaire, 2006]
Frejinger, E., and Bierlaire, M. (2006). Capturing correlation in large-scale route choice models. Technical report GR-BIE-REPORT-2006-002. mph{(Published as: Capturing correlation with subnetworks in route choice models, mph{Transportation Research Part B: Methodological}
\textbf{41}(3):363-378 (2007).
)
)
\item[Bierlaire et al., 2006]
Bierlaire, M., Crittin, F., and Th\émans, M. (2006). A multi-iterate method to solve systems of nonlinear equations. Technical report GR-BIE-REPORT-2006-001. mph{(Published as: A multi-iterate method to solve systems of nonlinear equations, mph{European Journal of Operational Research}
\textbf{183}(1):20-41 (2007).
)
)
\item[Vrtic et al., 2006]
Vrtic, M., Schuessler, N., Erath, A., Axhausen, K., Frejinger, E., Stojanovic, J., Bierlaire, M., Rudel, R., and Maggi, R. (2006). Including travelling costs in the modelling of mobility behaviour. Technical report . )
\item[Abb\'e et al., 2005]
Abbe, E., Bierlaire, M., and Toledo, T. (2005). Normalization and correlation of cross-nested logit models. Technical report RO-050912. mph{(Published as: Normalization and correlation of cross-nested logit models, mph{Transportation Research Part B: Methodological}
\textbf{41}(7):795-808 (2007).
)
)
\item[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. )
\item[Oeuvray, Bierlaire, 2004]
Oeuvray, R., and Bierlaire, M. (2004). Performance evaluation of BOOSTERS. Technical report RO-2004.1207. )
\item[Antonini et al., 2004]
Antonini, G., Bierlaire, M., and Weber, M. (2004). Discrete choice models of pedestrian behavior. Technical report RO-040916. mph{(Published as: Discrete choice models of pedestrian walking behavior, mph{Transportation Research Part B: Methodological}
\textbf{40}(8):667-687 (2006).
)
)
\item[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. )
\item[Bierlaire, 2004]
Bierlaire, M. (2004). Estimation et pr\'ediction en temps-r\'eel de tables origine-destination. Technical report RO-040504. )
\item[Bierlaire, Crittin, 2004]
Bierlaire, M., and Crittin, F. (2004). A class of multi-iterate methods to solve systems of nonlinear equations. Technical report RO-040319. )
\item[Oeuvray, Bierlaire, 2004]
Oeuvray, R., and Bierlaire, M. (2004). BOOSTERS: A Derivative-Free Algorithm Based on Radial Basis Functions. Technical report RO 2004.1124. mph{(Published as: BOOSTERS: a derivative-free algorithm based on radial basis functions, mph{International Journal of Modelling and Simulation}
\textbf{29}(1):26-36 (2009).
)
)
\item[Oeuvray, Bierlaire, 2004]
Oeuvray, R., and Bierlaire, M. (2004). A New Derivative-free Algorithm for the Medical Image Registration Problem. Technical report RO 2004.0731. mph{(Published as: A new derivative-free algorithm for the medical image registration problem, mph{International Journal of Modelling and Simulation}
\textbf{27}(2):115-124 (2007).
)
)
\item[Divorra Escoda et al., 2004]
Divorra Escoda, O., Vandergheynst, P., and Bierlaire, M. (2004). Video Representation Using Greedy Approximations Over Redundant Parametric Dictionaries. Technical report RO 2004 0919. )
\item[Antonini et al., 2004]
Antonini, G., Venegas, S., Thiran, J., and Bierlaire, M. (2004). A discrete choice pedestrian behavior for pedestrian detection in visual tracking systems. Technical report RO 2004 09 09. )
\item[Spada et al., 2004]
Spada, M., Bierlaire, M., and Liebling, T. M. (2004). Decision-aid Methodology for the School Bus Routing and Scheduling Problem. Technical report RO 2004 05 03, Revised version. mph{(Published as: Decision-aid methodology for the school bus routing and scheduling problem, mph{Transportation Science}
\textbf{39}(4):477-490 (2005).
)
)
\item[Bierlaire,Th\'emans, 2004]
Bierlaire, M., Th\émans, M., Axhausen, K., Widmer, P., Buhl, T., and Assef-Vaziri, F. (2004). D\'eveloppement de mod\`eles suisses pour la pr\'ediction de la demande en transport pour des applications en temps r\'eel. Technical report OFROU VSS 1135 november 2004. )
\item[Daly, Bierlaire, 2003]
Daly, A., and Bierlaire, M. (2003). A general and operational representation of GEV models. Technical report RO-030502. mph{(Published as: A General and Operational Representation of Generalised Extreme Value Models, mph{Transportation Research Part B: Methodological}
\textbf{40}(4):285-305 (2006).
)
)
\item[Bierlaire, Crittin, 2003]
Bierlaire, M., and Crittin, F. (2003). Solving large scale systems of nonlinear equations. Technical report RO 2003.08.04. mph{(Published as: Solving noisy large scale fixed point problems and systems of nonlinear equations, mph{Transportation Science}
\textbf{40}(1):44-63 (2006).
)
)
\item[Bierlaire et al, 2003]
Bierlaire, M., Bolduc, D., and McFadden, D. (2003). Characterisctic of generalized extreme value distributions. Technical report . )
\item[Oeuvray, Bierlaire, 2002]
Oeuvray, R., and Bierlaire, M. (2002). On the differentiability of the MI estimator. Technical report RO-020403. )
\item[Bierlaire, Crittin, 2002]
Bierlaire, M., and Crittin, F. (2002). A generalization of secant methods for solving nonlinear systems of equations. Technical report RO 2002.0120. )
\item[Bierlaire et al., 2002]
Bierlaire, M., Torday, A., and Baumann, D. (2002). PAPABILES; Phase II: 3\`eme voie et contr\^ole d'acc\`es. Technical report RO 2002.0101. )
\item[Spada et al., 2002]
Spada, M., Bierlaire, M., and Liebling, T. M. (2002). Decision-aid Methodology for the school Bus Routing and Scheduling Problem. Technical report RO 2002 0819. mph{(Published as: Decision-aid methodology for the school bus routing and scheduling problem, mph{Transportation Science}
\textbf{39}(4):477-490 (2005).
)
)
\item[Antonini et al, 2002]
Antonini, G., Venegas, S., Bierlaire, M., and Thiran, J. (2002). Behavioral Filtering of Human Trajectories for Automatic-Multi-Track Initiation. Technical report ITS-03-04. )
\item[Schoenfelder et al, 2003]
Schoenfelder, S., Axhausen, K., Antille, N., and Bierlaire, M. (2002). Exploring the potentials of automatically colected GPS data for travel Behaviour analysis: A Swedish data source. Technical report . )
\item[Bierlaire, 2001]
Bierlaire, M. (2001). A theoretical analysis of the cross-nested logit model. Technical report RO 2001.1218. mph{(Published as: A theoretical analysis of the cross-nested logit model, mph{Annals of Operations Research}
\textbf{144}(1):287-300 (2006).
)
)
\item[Bierlaire, Crittin, 2001]
Bierlaire, M., and Crittin, F. (2001). An efficient algorithm for real-time estimation and prediction of dynamic OD tables. Technical report RO 2001.0808. mph{(Published as: An efficient algorithm for real-time estimation and prediction of dynamic OD table, mph{Operations Research}
\textbf{52}(1):116-127 (2004).
)
)
\item[Benvenuti et al, 2001]
Benvenuti, G., Halary-Wagner, E., Hoffman, P., and Bierlaire, M. (2001). Highly uniform impinging rate for chemical molecular beams. Technical report . )
\item[Crittin and Bierlaire, 2001]
Crittin, F., and Bierlaire, M. (2001). New algorithmic approaches for the anticipatory route guidance generation problem. Technical report . )
\item[Torday, Bierlaire, Dumont, 2001]
Torday, A., Bierlaire, M., and Dumont, A. (2001). Simulation-based evaluation of the impact of variable speed limit signs on capacity and user safety. Technical report . )
\item[Liebling et al, 2000]
Liebling, T. M., Bierlaire, M., Crittin, F., H\êche, J., Thi\émard, E., Stagno, A., and Righetti, F. (2000). Modeling and simulation in logistics. Technical report RO 2000.0831. )
\item[Bierlaire, 2000]
Bierlaire, M. (2000). The Total Demand Scale: A new measure of quality for statistic and dynamic origin-destination. Technical report RO 2000.0601. mph{(Published as: The total demand scale: A new measure of quality for static and dynamic origin-destination trip tables, mph{Transportation Research Part B: Methodological}
\textbf{36}(9):837-850 (2002).
)
)
\item[Bierlaire et al, 2000]
Bierlaire, M., Ben-Akiva, M., Koutsopoulos, H. N., and Mishalani, R. (2000). Real-Time simulation of traffic demand-supply interactions within DynaMIT. Technical report RO 2000.0301. )
\item[Bierlaire et al., 2000]
Bierlaire, M., Mishalani, R., and Ben-Akiva, M. (2000). General framework for Dynamic Demand Simulation. Technical report RO 2000.0223. )
\item[Bierlaire, Crittin, 1999]
Bierlaire, M., and Crittin, F. (1999). Optimisation de grande taille sans d\'eriv\'ee: Etat de l'art et perspectives. Technical report RO 99.04.14. )
\item[Bierlaire, 1999]
Bierlaire, M. (1999). PROJET PAPABILES:Projet Autoroutier Pilote d'Aubonne-Belmont pour une Initiative Lausannoise d'Evaluation par Simulation (Phase I: Etude pr\'eliminaire). Technical report RO 1999.1021. )
\item[Bierlaire, 1999]
Bierlaire, M. (1999). ANEGEV: Analysis and Estimation of Generalized Extreme Value Models. Technical report RO 1999.0915. )
\item[Bierlaire, 1995]
Bierlaire, M. (1995). A robust algorithm for the simultaneous estimation of hierarchical logit models. Technical report FUNDP GRT 95/3. )
\item[Bierlaire, 1995]
Bierlaire, M. (1995). Pr\'ef\'erences d\'eclar\'ees des \'etudiants de licences pour les choix de cours \`a option, ann\'ee acad\'emique 1994-1995. Technical report FUNDP 95/11. )
\item[Bierlaire, 1995]
Bierlaire, M. (1995). Enqu\^etes de pr\'ef\'erences r\'ev\'el\'ees et d\'eclar\'ees concernant le choix modal des voyageurs du corridor Lisbonne-Porto-Braga.. Technical report . )
\item[Bierlaire, Vandevyvere, 1995]
Bierlaire, M., and Vandevyvere, Y. (1995). HieLoW: the interactive user's guide. Technical report . )
\item[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 . mph{(Published as: Investigating consumers' tendency to combine multiple shopping purposes and destinations, mph{Journal of Marketing Research}
\textbf{35}(2):177-188 (1998).
)
)
\item[Bierlaire, 1994]
Bierlaire, M. (1994). HieLoW: un logiciel d'estimation de mod\`eles logit embo\^{\i}t\'es. Technical report cahiers du MET 5:69-87. )
\item[Bierlaire, Toint, 1994]
Bierlaire, M., and Toint, P. L. (1994). MEUSE: un estimateur de matrice origine-destination qui exploite la structure. Technical report Cahiers du MET 5: 69/87. )
\item[Bierlaire et al, 1993]
Bierlaire, M., Burton, D., and Lotan, T. (1993). On the behavioural aspects of modal choice. Technical report FUNDP 93/22. )
\item[Bierlaire, 1992]
Bierlaire, M. (1992). Analyse d'un service gratuit de transport en commun li\'e \`a une surface commerciale: le bus Sarma entre Namur et Jambes. Technical report FUNDP, GRT 92/06. )
\item[Bierlaire, 1992]
Bierlaire, M. (1992). S\'emianire AGIR: Stated preferences ou analyse des choix exprim\'es. Technical report FUNDP GRT 15. )
\item[Bierlaire, Toint, 1991]
Bierlaire, M., and Toint, P. L. (1991). Les mod\`eles de trafic: fonctionnement et applications. Technical report cahiers de l'Urbanisme. )
\item[Bierlaire, Toint, 1990]
Bierlaire, M., and Toint, P. L. (1990). La circulation \`a Namur: projets d'am\'enagement. Technical report GEC report 90/14. )
\item[Bierlaire, Toint, 1990]
Bierlaire, M., and Toint, P. L. (1990). Une approche de l'impportance relative des parkings au centre de Namur. Technical report GEC Report 90/1. )
\item[Bierlaire, Burton, Thiry, 1989]
Bierlaire, M., Burton, D., and Thiry, S. (1989). Le contournement de Couvin: \'etude pr\'eliminaire. Technical report FUNDP, TRG 89/11. )
\item[Bierlaire, Cornelis, 1989]
Bierlaire, M., and Cornelis, E. (1989). Etude de l'impact sur la circulation de l'implantation des bureaux de la R\'egion Wallone \`a Jambes. Technical report FUNDP, GRT 89/12. )
\item[Bierlaire, 1988]
Bierlaire, M. (1988). R\'esolution de moindres carr\'es lin\'eaires creux anec contraintes de bornes. Technical report Master's thesis, FUNDP. )
- Papers in international journals (151)
- Books (4)
- Book chapters (43)
- Papers in conference proceedings (222)
- Technical reports (200)
- Seminar (209)
- Awards and distinctions (18)
- Reviewing (110)
- Research projects (87)
- Regular teaching (75)
- Miscellaneous lectures (61)
- Project supervision (145)
- Miscellaneous responsibilities (70)
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