← All authors Michel Bierlaire École Polytechnique Fédérale de Lausanne (from arXiv:1904.03647, 2019) · ORCID · OpenAlex
108 papers in scope · 105 published · 7 on the econ.EM arXiv · 6,671 citations · h-index 42 (over the papers listed here)
Related authors The 20 authors closest to this one in our weighted citation graph, most related first.
Prateek Bansal Rico Krueger Ricardo A. Daziano Taha Hossein Rashidi Youssef M Aboutaleb Moshe Ben-Akiva Yifei Xie Mazen Danaf Subodh Dubey Erick Guerra Bilal Farooq Melvin Wong Thomas Gasos Akshay Vij Patrick Jaillet Francisco C. Pereira Daniel F. Villarraga Carlos Lima Azevedo Ioanna Arkoudi Francisco J. R. Ruiz Proximity is measured over citations between two papers we both hold, weighted by how heavily one leans on the other, and is symmetric — it does not distinguish citing from being cited. Authors without a profile here are skipped, and a genuinely close colleague can be missing simply because their work is not in our arXiv corpus. Method: docs/06-citations-pipeline.md .
Papers (6 of 108)
BHAMSLE: A Breakpoint Heuristic Algorithm for maximum simulated likelihood estimation of advanced discrete choice models
published 2026 · EURO Journal on Transportation and Logistics
with Tom Haering
Adaptive synthetic generation using one-step Gibbs Sampler
published 2025 · Transportation Research Interdisciplinary Perspectives · 1 citations
with Marija Kukic
Modeling the influence of restriction policies and perceived risk due to COVID-19 on daily activity scheduling
published 2025 · Transportation Research Part A Policy and Practice
A new flexible multiple discrete–continuous extreme value (MDCEV) choice model: exploring non-monotonic preference in time use decisions
published 2025 · Transportation · 1 citations
with Mengyi Wang, Xin Ye
Modeling disease spread: Integrating mobility, awareness, and behavior
published 2025 · Transportation
New York, Abu Dhabi, London, or stay at home? Using a cross-nested logit model to identify complex substitution patterns in migration
published 2025 · Journal of Economic Geography · 6 citations · first circulated 2021
with Michel Beine, Fredérić Docquier
An integrated ordered logit and latent variable model for accident injury severity and risk-taking behavior
published 2024 · Transportation Research Part A Policy and Practice · 3 citations
with Nicola Ortelli, Matthieu de Lapparent, Silvia F. Varotto
Exact algorithms for continuous pricing with advanced discrete choice demand models
published 2024 · OR Spectrum · 2 citations
with Tom Haering, Robin Legault, Fabian Torres, Ivana Ljubić
Scalable kernel logistic regression with Nyström approximation: Theoretical analysis and application to discrete choice modelling
published 2024 · Neurocomputing · 5 citations
with José Ángel Martín-Baos, Ricardo Garćıa-Ródenas, Luis Rodríguez-Benítez
One-step Gibbs sampling for the generation of synthetic households
published 2024 · Transportation Research Part C Emerging Technologies · 6 citations · first circulated 2023
with Marija Kukic, Xinling Li
Light electric vehicle sharing systems: Functional design of a comprehensive decision making solution
published 2024 · Transportation Research Part A Policy and Practice · 2 citations · first circulated 2022
with Nikola Obrenović, Selin Ataç
Resampling estimation of discrete choice models
published 2024 · Journal of Choice Modelling · 2 citations
with Nicola Ortelli, Matthieu de Lapparent
Simulating intra-household interactions for in-and out-of-home activity scheduling
published 2023 · Transportation Research Part C Emerging Technologies · 10 citations
OASIS: Optimisation-based Activity Scheduling with Integrated Simultaneous choice dimensions
published 2023 · Transportation Research Part C Emerging Technologies · 20 citations
published 2023 · Transportation Research Part C Emerging Technologies · 16 citations · first circulated 2022
published 2022 · Statistics and Computing · 6 citations · first circulated 2020
Estimating flexibility preferences to resolve temporal scheduling conflicts in activity-based modelling
published 2022 · Transportation · 5 citations
Controlling pedestrian flows with moving walkways
published 2022 · Transportation Research Part C Emerging Technologies · 5 citations
with Nicholas Molyneaux
Choice-driven dial-a-ride problem for demand responsive mobility service
published 2022 · Transportation Research Part B Methodological · 36 citations
Capturing trade-offs between daily scheduling choices
published 2022 · Journal of Choice Modelling · 21 citations
Are commuter air taxis coming to your city? A ranking of 40 cities in the United States
published 2021 · Transportation Research Part C Emerging Technologies · 53 citations
with Julien Haan, Laurie A. Garrow, Aude Marzuoli, Satadru Roy
Evaluating the predictive abilities of mixed logit models with unobserved inter-and intra-individual heterogeneity
published 2021 · Journal of Choice Modelling · 42 citations
Passenger-centric timetable rescheduling: A user equilibrium approach
published 2021 · Transportation Research Part C Emerging Technologies · 25 citations
with Stefan Binder, Yousef Maknoon, Shadi Sharif Azadeh
A Simulation-Based Heuristic to Find Approximate Equilibria with Disaggregate Demand Models
published 2021 · Transportation Science · 11 citations
with Stefano Bortolomiol, Virginie Lurkin
Price-based regulation of oligopolistic markets under discrete choice models of demand
published 2021 · Transportation · 7 citations
with Stefano Bortolomiol, Virginie Lurkin
Assisted specification of discrete choice models
published 2021 · Journal of Choice Modelling · 26 citations
Integrating advanced discrete choice models in mixed integer linear optimization Author links open overlay panel
published 2021 · Transportation Research Part B Methodological · 67 citations · first circulated 2017
with Meritxell Pacheco Paneque, Bernard Gendron, Shadi Sharif Azadeh, Meritxell Pacheco
Bayesian Automatic Relevance Determination for Utility Function Specification in Discrete Choice Models
published 2020 · IEEE Transactions on Intelligent Transportation Systems · 7 citations · first circulated 2019
Estimation of discrete choice models with hybrid stochastic adaptive batch size algorithms
published 2020 · Journal of Choice Modelling · 15 citations
A systematic review of machine learning classification methodologies for modelling passenger mode choice
published 2020 · Journal of Choice Modelling · 143 citations
Design and analysis of control strategies for pedestrian flows
published 2020 · Transportation · 31 citations
with Nicholas Molyneaux, Riccardo Scarinci
published 2019 · Transportation Research Part B Methodological · 37 citations
Overcapacity in European power systems: Analysis and robust optimization approach
published 2019 · Applied Energy · 36 citations
with Stefano Moret, Frédéric Babonneau, François Maréchal
Airline customers’ connection time preferences in domestic U.S. markets
published 2019 · Journal of Air Transport Management · 12 citations
with Jordan Herring, Virginie Lurkin, Laurie A. Garrow, D Clarke
Decision support for strategic energy planning: A robust optimization framework
published 2019 · European Journal of Operational Research · 94 citations
with Stefano Moret, Frédéric Babonneau, François Maréchal
working paper 2019 · arXiv · 7 citations
working paper 2019 · arXiv
working paper 2019 · arXiv
A two-stage route optimization algorithm for light aircraft transport systems
published 2019 · Transportation Research Part C Emerging Technologies · 11 citations
with Shadi Sharif Azadeh, Yousef Maknoon
A unified framework for rich routing problems with stochastic demands
published 2018 · Transportation Research Part B Methodological · 17 citations · first circulated 2017
with Iliya Markov, Jean-François Cordeau, Yousef Maknoon, Sacha Varone
Train timetable design under elastic passenger demand
published 2018 · Transportation Research Part B Methodological · 104 citations
with Tomáš Robenek, Shadi Sharif Azadeh, Yousef Maknoon, Matthieu de Lapparent
Operational route choice methodologies for practical applications
published 2018 · Transportation · 4 citations
with Evanthia Kazagli, Matthieu de Lapparent
Modeling purchases of new cars: an analysis of the 2014 French market
published 2017 · Theory and Decision · 9 citations
with Anna Fernández-Antolín, Matthieu de Lapparent
Exogenous priority rules for the capacitated passenger assignment problem
published 2017 · Transportation Research Part B Methodological · 39 citations
with Stefan Binder, Yousef Maknoon
A quasi-equilibrium approach for market clearing in land use microsimulations
published 2017 · Environment and Planning B Urban Analytics and City Science · 7 citations
with Ricardo Hurtubia, Francisco Martínez
Characterization of input uncertainties in strategic energy planning models
published 2017 · Applied Energy · 132 citations
with Stefano Moret, Víctor Codina Gironès, François Maréchal
Network design of a transport system based on accelerating moving walkways
published 2017 · Transportation Research Part C Emerging Technologies · 32 citations
with Riccardo Scarinci, Iliya Markov
Needed reduction in mobility energy consumption to meet the goal of a 2000-watt society
published 2017 · Transportation Research Part A Policy and Practice · 22 citations
with Riccardo Scarinci, Frédéric Rast
The multi-objective railway timetable rescheduling problem
published 2017 · Transportation Research Part C Emerging Technologies · 176 citations
with Stefan Binder, Yousef Maknoon
The study of the unidirectional quay crane scheduling problem: complexity and risk-aversion
published 2017 · European Journal of Operational Research · 28 citations
with Jiang Hang Chen
Hybrid cyclicity: Combining the benefits of cyclic and non-cyclic timetables
published 2017 · Transportation Research Part C Emerging Technologies · 47 citations
with Tomáš Robenek, Shadi Sharif Azadeh, Yousef Maknoon
A dynamic network loading model for anisotropic and congested pedestrian flows
published 2016 · Transportation Research Part B Methodological · 2 citations
with Flurin Hänseler, William H. K. Lam, Gael Lederrey, Marija Nikolić
Correcting for endogeneity due to omitted attitudes: Empirical assessment of a modified MIS method using RP mode choice data
published 2016 · Journal of Choice Modelling · 31 citations
Revisiting the route choice problem: A modeling framework based on mental representations
published 2016 · Journal of Choice Modelling · 17 citations
with Evanthia Kazagli, Gunnar Flötteröd
Assessing the usage and level-of-service of pedestrian facilities in train stations: A Swiss case study
published 2016 · Transportation Research Part A Policy and Practice · 46 citations
with Flurin Hänseler, Riccardo Scarinci
Passenger centric train timetabling problem
published 2016 · Transportation Research Part B Methodological · 122 citations
with Tomáš Robenek, Yousef Maknoon, Shadi Sharif Azadeh, Jianghang Chen
Probabilistic speed–density relationship for pedestrian traffic
published 2016 · Transportation Research Part B Methodological · 39 citations · first circulated 2014
Location choice with longitudinal WiFi data
published 2016 · Journal of Choice Modelling · 35 citations
with Antonin Danalet, Loïc Tinguely, Matthieu de Lapparent
Integrating a heterogeneous fixed fleet and a flexible assignment of destination depots in the waste collection VRP with intermediate facilities
published 2015 · Transportation Research Part B Methodological · 79 citations
with Iliya Markov, Sacha Varone
Specification of the cross-nested logit model with sampling of alternatives for route choice models
published 2015 · Transportation Research Part B Methodological · 37 citations · first circulated 2014
with Xinjun Lai
Simulation and optimization: A short review
published 2015 · Transportation Research Part C Emerging Technologies · 43 citations
A macroscopic loading model for time-varying pedestrian flows in public walking areas
published 2014 · Transportation Research Part B Methodological · 77 citations
A Bayesian approach to detect pedestrian destination-sequences from WiFi signatures
published 2014 · Transportation Research Part C Emerging Technologies · 83 citations · first circulated 2013
Integrating psychometric indicators in latent class choice models
published 2014 · Transportation Research Part A Policy and Practice · 63 citations · first circulated 2013
with Ricardo Hurtubia, My Hang Nguyen, Aurélie Glerum
Using semi-open questions to integrate perceptions in choice models
published 2014 · Journal of Choice Modelling · 43 citations · first circulated 2012
with Aurélie Glerum, Bilge Atasoy
Robust real-time pedestrians detection in urban environments with low-resolution cameras
published 2014 · Transportation Research Part C Emerging Technologies · 46 citations
with Alexandre Alahi, Pierre Vandergheynst
Associations Generation in Synthetic Population for Transportation Applications
published 2014 · Transportation Research Record Journal of the Transportation Research Board · 17 citations
Associations among household characteristics, vehicle characteristics and emissions failures: An application of targeted marketing data
published 2013 · Transportation Research Part A Policy and Practice · 13 citations
with Stefan Binder, Gregory S. Macfarlane, Laurie A. Garrow
A Simulation-Based Optimization Framework for Urban Transportation Problems
published 2013 · Operations Research · 207 citations
with Carolina Osorio
Simulation based population synthesis
published 2013 · Transportation Research Part B Methodological · 185 citations · first circulated 2011
A branch-and-price algorithm to solve the integrated berth allocation and yard assignment problem in bulk ports
published 2013 · European Journal of Operational Research · 7 citations
with Tomá Robenek, Nitish Umang, Stefan Røpke
Estimation of Bid Functions for Location Choice and Price Modeling with a Latent Variable Approach
published 2013 · Networks and Spatial Economics · 23 citations
with Ricardo Hurtubia
Choice probability generating functions
published 2013 · Journal of Choice Modelling · 63 citations · first circulated 2012
A hybrid mode choice model to account for the dynamic effect of inertia over time
published 2013 · International Choice Modelling Conference 2013 · 8 citations
with Elisabetta Cherchi, Maria Börjesson
no link
Selected papers from the seventh Triennial Symposium on Transportation Analysis (TRISTAN VII). Special Issue of Transportation Research Part C
published 2013 · Transportation Research Part C Emerging Technologies · 1 citations
with Carolina Osorio Pizano
Within-Individual Variation in Preferences
published 2013 · Transportation Research Record Journal of the Transportation Research Board · 13 citations
with Maria Börjesson, Elisabetta Cherchi
Metropolis–Hastings sampling of paths
published 2012 · Transportation Research Part B Methodological · 80 citations
with Gunnar Flötteröd
An empirical comparison of travel choice models that capture preferences for compromise alternatives
published 2012 · Transportation · 62 citations
with Caspar Chorus
An analysis of destination choice for opaque airline products using multidimensional binary logit models
published 2012 · Transportation Research Part A Policy and Practice · 16 citations
with Misuk Lee, Alexandre Khelifa, Laurie A. Garrow, David Post
A probabilistic map matching method for smartphone GPS data
published 2012 · Transportation Research Part C Emerging Technologies · 199 citations
with Jingmin Chen, Jeffrey P. Newman
Modeling investor behavior
published 2012 · Journal of Choice Modelling · 5 citations · first circulated 2011
with Thomas Robin
A tractable analytical model for large-scale congested protein synthesis networks
published 2011 · European Journal of Operational Research · 6 citations
with Carolina Osorio
Dynamic network loading: A stochastic differentiable model that derives link state distributions
published 2011 · Transportation Research Part B Methodological · 65 citations
with Carolina Osorio, Gunnar Flötteröd
Attitudes and Value of Time Heterogeneity
published 2011 · Transportation Research Board 90th Annual MeetingTransportation Research Board · 25 citations · first circulated 2010
no link
Dynamic facial expression recognition with a discrete choice model
published 2011 · Journal of Choice Modelling · 10 citations
with Thomas Robin, Javier Cruz
Analysis of Implicit Choice Set Generation Using a Constrained Multinomial Logit Model
published 2010 · Transportation Research Record Journal of the Transportation Research Board · 43 citations · first circulated 2009
with Ricardo Hurtubia, Gunnar Flötteröd
A Heuristic for Nonlinear Global Optimization
published 2009 · INFORMS journal on computing · 36 citations · first circulated 2007
with Michaël Thémans, Nicolas Zufferey
Sampling of alternatives for route choice modeling
published 2009 · Transportation Research Part B Methodological · 257 citations
Selected papers from the sixth Triennial symposium on transportation analysis (TRISTAN VI), Phuket, Thailand, June 11–15, 2007, Special Issue of Transportation Research Part C
published 2009 · Transportation Research Part C Emerging Technologies
with Matteo Salani
Discrete choice models with multiplicative error terms
published 2008 · Transportation Research Part B Methodological · 126 citations · first circulated 2006
Specification, estimation and validation of a pedestrian walking behavior model
published 2008 · Transportation Research Part B Methodological · 258 citations · first circulated 2007
with Thomas Robin, Giulio Antonini, Jason Paul Cruz, Gianluca Antonini, Javier Cruz
An analytic finite capacity queueing network model capturing the propagation of congestion and blocking
published 2008 · European Journal of Operational Research · 158 citations
with Carolina Osorio
Dealing with singularities in nonlinear unconstrained optimization
published 2008 · European Journal of Operational Research · 2 citations
with Michaël Thémans
The estimation of generalized extreme value models from choice-based samples
published 2007 · Transportation Research Part B Methodological · 71 citations · first circulated 2006
with Denis Bolduc, Daniel McFadden, Dan McFadden
Route choice modeling with network-free data
published 2007 · Transportation Research Part C Emerging Technologies · 130 citations
Normalization and correlation of cross-nested logit models
published 2007 · Transportation Research Part B Methodological · 61 citations · first circulated 2005
A practical test for the choice of mixing distribution in discrete choice models
published 2007 · Transportation Research Part B Methodological · 126 citations
A multi-iterate method to solve systems of nonlinear equations
published 2006 · European Journal of Operational Research · 7 citations · first circulated 2004
with Frank Crittin, Michaël Thémans
Capturing correlation with subnetworks in route choice models
published 2006 · Transportation Research Part B Methodological · 234 citations
Discrete choice models of pedestrian walking behavior
published 2005 · Transportation Research Part B Methodological · 28 citations
with Gianluca Antonini, Mats Weber
A general and operational representation of Generalised Extreme Value models
published 2005 · Transportation Research Part B Methodological · 131 citations
Estimation of value of travel-time savings using mixed logit models
published 2004 · Transportation Research Part A Policy and Practice · 378 citations
An Efficient Algorithm for Real-Time Estimation and Prediction of Dynamic OD Tables
published 2004 · Operations Research · 164 citations
with Frank Crittin
The total demand scale: a new measure of quality for static and dynamic origin–destination trip tables
published 2002 · Transportation Research Part B Methodological · 98 citations
Hybrid Choice Models: Progress and Challenges
published 2002 · Marketing Letters · 779 citations
Network State Estimation and Prediction for Real-Time Traffic Management
published 2001 · Networks and Spatial Economics · 190 citations
Investigating Consumers' Tendency to Combine Multiple Shopping Purposes and Destinations
published 1998 · Journal of Marketing Research · 178 citations
with Benedict G. C. Dellaert, Theo Arentze, Aloys Borgers, Harry Timmermans
Meuse: An origin-destination matrix estimator that exploits structure
published 1995 · Transportation Research Part B Methodological · 60 citations · first circulated 1994
with Philippe L. Toint
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