Michel Bierlaire

Research interests

Publications

• A systematic review of machine learning classification methodologies for modelling passenger mode choice

  Journal of Choice Modelling · 2020 · https://doi.org/10.1016/j.jocm.2020.100221

• The multi-objective railway timetable rescheduling problem

  Transportation Research Part C Emerging Technologies · 2017 · https://doi.org/10.1016/j.trc.2017.02.001

• Exact and heuristic methods to solve the berth allocation problem in bulk ports

  Transportation Research Part E Logistics and Transportation Review · 2013 · https://doi.org/10.1016/j.tre.2013.03.003

• Forecasting the Demand for Electric Vehicles: Accounting for Attitudes and Perceptions

  Transportation Science · 2013 · https://doi.org/10.1287/trsc.2013.0487

• Simulation based population synthesis

  Transportation Research Part B Methodological · 2013 · https://doi.org/10.1016/j.trb.2013.09.012

• A Simulation-Based Optimization Framework for Urban Transportation Problems

  Operations Research · 2013 · https://doi.org/10.1287/opre.2013.1226

• A probabilistic map matching method for smartphone GPS data

  Transportation Research Part C Emerging Technologies · 2012 · https://doi.org/10.1016/j.trc.2012.08.001

• Scale Invariant Feature Transform on the Sphere: Theory and Applications

  International Journal of Computer Vision · 2011 · https://doi.org/10.1007/s11263-011-0505-4

• Happiness and travel mode switching: Findings from a Swiss public transportation experiment

  Transport Policy · 2011 · https://doi.org/10.1016/j.tranpol.2011.09.009

• Sampling of alternatives for route choice modeling

  Transportation Research Part B Methodological · 2009 · https://doi.org/10.1016/j.trb.2009.03.001

• Specification, estimation and validation of a pedestrian walking behavior model

  Transportation Research Part B Methodological · 2008 · https://doi.org/10.1016/j.trb.2008.06.010

• An analytic finite capacity queueing network model capturing the propagation of congestion and blocking

  European Journal of Operational Research · 2008 · https://doi.org/10.1016/j.ejor.2008.04.035

• A theoretical analysis of the cross-nested logit model

  Annals of Operations Research · 2006 · https://doi.org/10.1007/s10479-006-0015-x

• Capturing correlation with subnetworks in route choice models

  Transportation Research Part B Methodological · 2006 · https://doi.org/10.1016/j.trb.2006.06.003

• Discrete Choice Models with Applications to Departure Time and Route Choice

  Kluwer Academic Publishers eBooks · 2006 · https://doi.org/10.1007/0-306-48058-1_2

• European Transport \ Trasporti Europei

  Journal · 2005

• Discrete choice models of pedestrian walking behavior

  Transportation Research Part B Methodological · 2005 · https://doi.org/10.1016/j.trb.2005.09.006

• Estimation of value of travel-time savings using mixed logit models

  Transportation Research Part A Policy and Practice · 2004 · https://doi.org/10.1016/j.tra.2004.09.007

• An Efficient Algorithm for Real-Time Estimation and Prediction of Dynamic OD Tables

  Operations Research · 2004 · https://doi.org/10.1287/opre.1030.0071

• BIOGEME: a free package for the estimation of discrete choice models

  Infoscience (Ecole Polytechnique Fédérale de Lausanne) · 2003

• Hybrid Choice Models: Progress and Challenges

  Marketing Letters · 2002 · https://doi.org/10.1023/a:1020254301302

• Network State Estimation and Prediction for Real-Time Traffic Management

  Networks and Spatial Economics · 2001 · https://doi.org/10.1023/a:1012883811652

• Discrete Choice Methods and their Applications to Short Term Travel Decisions

  International series in management science/operations research/International series in operations research & management science · 1999 · https://doi.org/10.1007/978-1-4615-5203-1_2

• Investigating Consumers' Tendency to Combine Multiple Shopping Purposes and Destinations

  Journal of Marketing Research · 1998 · https://doi.org/10.2307/3151846

• DynaMIT: a simulation-based system for traffic prediction

  Journal · 1998

Current projects

No projects listed.