- English only
Transport and Mobility Laboratory: book chapters
- Bierlaire and Lurkin, 2017
- Bierlaire, M., and Lurkin, V. (2017). Introduction to Disaggregate Demand Models. In R. Batta and J. Peng (ed) Tutorials in Operations Research Leading Developments from INFORMS Communities pp.48-67. Institute for Operations Research and the Management Sciences (INFORMS).
- ISBN: 978-0-9906153-0-9 [Search BookFinder.com] [Search Google books] [Search Amazon.com] [Search BarnesAndNoble.com]
- Research theme(s): Discrete choice [Model specification, Applications]
- [Bibtex][Google Scholar][XML Marc]
- de Palma et al., 2015
- de Palma, A., de Lapparent, M., and Picard, N. (2015). Modeling real estate investment decisions in households. In Bierlaire, de Palma, Hurtubia and Waddell (ed) Integrated transport and land use modeling for sustainable cities pp.137-159. EPFL Press.
- ISBN: 978-2-940222-72-8 [Search BookFinder.com] [Search Google books] [Search Amazon.com] [Search BarnesAndNoble.com]
- Research theme(s): Transportation research [Land use and Transportation], Discrete choice [Model specification, Model estimation], Consumer behavior
- [Bibtex][Google Scholar][XML Marc]
- Abou-Zeid, 2010
- Abou-Zeid, M., Ben-Akiva, M., Bierlaire, M., Choudhury, C., and Hess, S. (2010). Attitudes and Value of Time Heterogeneity. In Eddy Van de Voorde and Thierry Vanelslander (ed) Applied Transport Economics A Management and Policy Perspective pp.523-545. de boeck.
- Research theme(s): Transportation research [Value of time], Discrete choice [Hybrid logit]
- [Bibtex][Google Scholar][XML Marc]
- Frejinger and Bierlaire, 2010
- Frejinger, E., and Bierlaire, M. (2010). On Path Generation Algorithms for Route Choice Models. In S. Hess and A. Daly (ed) Choice Modelling: The State-of-the-Art and the State-of-Practice pp.307-315. Emerald Group Publishing Limited.
- ISBN: 978-1-84950-772-1 [Search BookFinder.com] [Search Google books] [Search Amazon.com] [Search BarnesAndNoble.com]
- Research theme(s): Transportation research [Route choice], Discrete choice [Model specification, Route choice], Image analysis
- [Bibtex][Google Scholar][XML Marc]
- Newman, 2010
- Newman, J. P (2010). Network GEV Models. In Laurie Garrow (ed) Discrete Choice Modelling and Air Travel Demand . Ashgate.
- ISBN: 978-0-7546-7051-3 [Search BookFinder.com] [Search Google books] [Search Amazon.com] [Search BarnesAndNoble.com]
- Research theme(s): Discrete choice [Multivariate Extreme Value models (or GEV)]
- [Bibtex][Google Scholar][XML Marc]
- Sorci et al., 2010
- Sorci, M., Robin, T., Cruz, J., Bierlaire, M., Thiran, J., and Antonini, G. (2010). Capturing Human Perception of Facial Expressions by Discrete Choice Modelling. In S. Hess and A. Daly (ed) Choice Modelling: The State-of-the-Art and the State-of-Practice pp.101-136. Emerald Group Publishing Limited.
- ISBN: 978-1-84950-772-1 [Search BookFinder.com] [Search Google books] [Search Amazon.com] [Search BarnesAndNoble.com]
- Research theme(s): Discrete choice [Model specification], Image analysis, Computer vision
- [Bibtex][Google Scholar][XML Marc]
- Bierlaire and Robin, 2009
- Bierlaire, M., and Robin, T. (2009). Pedestrians Choices. In H. Timmermans (ed) Pedestrian Behavior. Models, Data Collection and Applications pp.1-26. Emerald Group Publishing Limited.
- ISBN: 978-1-84855-750-5 [Search BookFinder.com] [Search Google books] [Search Amazon.com] [Search BarnesAndNoble.com]
- Research theme(s): Transportation research [Pedestrians], Discrete choice [Model specification]
- [Bibtex][Google Scholar][XML Marc]
- Bierlaire, 2008
- Bierlaire, M. (2008). Recent methodological developments in discrete choice models. In L. D’Ambra, P. Rostirolla and M. Squillante (ed) Metodi, Modelli, e Tecnologie dell’Informazione a Supporto delle Decisioni. Parte prima: metodologie pp.43-54. .
- ISBN: 978-88-464-8381-2 [Search BookFinder.com] [Search Google books] [Search Amazon.com] [Search BarnesAndNoble.com]
- Research theme(s): Discrete choice [Model specification, Multivariate Extreme Value models (or GEV)]
- [Bibtex][Google Scholar][XML Marc]
- Antonini and Bierlaire, 2007
- Antonini, G., and Bierlaire, M. (2007). A discrete choice framework for acceleration and direction change behaviors in walking pedestrians. In Waldau, N., Gattermann, P., Knoflacher, H. and Schreckenberg, M. (ed) Pedestrian and Evacuation Dynamics 2005 pp.155-166. Springer.
- ISBN: 978-3-540-47062-5 [Search BookFinder.com] [Search Google books] [Search Amazon.com] [Search BarnesAndNoble.com]
- Research theme(s): Operations research [Simulation], Transportation research [Pedestrians], Discrete choice [Model specification]
- [Bibtex][Google Scholar][XML Marc]
- Antonini et al., 2006
- Antonini, G., Sorci, M., Bierlaire, M., and Thiran, J. (2006). Discrete Choice Models for Static Facial Expression Recognition. In Blanc-Talon, J., Philips, W., Popescu, D. and Scheunders, P. (ed) Advanced Concepts for Intelligent Vision Systems pp.710-721. Springer Berlin / Heidelberg.
- ISBN: 978-3-540-44630-9 [Search BookFinder.com] [Search Google books] [Search Amazon.com] [Search BarnesAndNoble.com]
- Research theme(s): Discrete choice [Multivariate Extreme Value models (or GEV)], Computer vision, Image analysis
- [Bibtex][Google Scholar][XML Marc]
- Bierlaire, 2005
- Bierlaire, M. (2005). Capturing complex transportation behaviors with advanced random utility models. In van Zuylen, H. (ed) The reliability of traveling and the robustness of transport systems pp.23-44. TRAIL Research School.
- Research theme(s): Discrete choice [Mixtures, Model specification]
- [Bibtex][Google Scholar][XML Marc]
- Hess et al., 2005
- Hess, S., Bierlaire, M., and Polak, J. (2005). Capturing correlation and taste heterogeneity with Mixed GEV models. In Scarpa, R. and Alberini, A. (ed) Application of simulation methods in environmental and resource economics pp.55-76. Springer.
- Comment: The data used in this paper is now available on http://transp-or.epfl.ch/data/ScarpaAlberiniSwissmetro/allFiles.Zip
- ISBN: 978-1-4020-3683-5 [Search BookFinder.com] [Search Google books] [Search Amazon.com] [Search BarnesAndNoble.com]
- Research theme(s): Discrete choice [Multivariate Extreme Value models (or GEV), Mixtures]
- [Bibtex][Google Scholar][XML Marc]
- Hess et al., 2005b
- Hess, S., Polak, J., and Bierlaire, M. (2005). Functional approximations to alternative-specific constants in time-period choice-modelling. In Mahmassani, H. S. (ed) Transportation and Traffic Theory. Flow, Dynamics and Human Interaction pp.545-564. Elsevier.
- ISBN: 9780080446806 [Search BookFinder.com] [Search Google books] [Search Amazon.com] [Search BarnesAndNoble.com]
- Research theme(s): Discrete choice [Model specification]
- [Bibtex][Google Scholar][XML Marc]
- Ben-Akiva and Bierlaire, 2003
- Ben-Akiva, M., and Bierlaire, M. (2003). Discrete choice models with applications to departure time and route choice. In Hall, R. (ed) Handbook of Transportation Science, 2nd edition pp.7-38. Kluwer.
- ISBN: 1-4020-7246-5 [Search BookFinder.com] [Search Google books] [Search Amazon.com] [Search BarnesAndNoble.com]
- Research theme(s): Transportation research [Route choice], Discrete choice [Model specification, Multivariate Extreme Value models (or GEV)]
- [Bibtex][Google Scholar][XML Marc]
- Ben-Akiva and Bierlaire, 1999
- Ben-Akiva, M., and Bierlaire, M. (1999). Discrete choice methods and their applications to short-term travel decisions. In Hall, R. (ed) Handbook of Transportation Science pp.5-34. Kluwer.
- ISBN: 0-7923-8587-X [Search BookFinder.com] [Search Google books] [Search Amazon.com] [Search BarnesAndNoble.com]
- Research theme(s): Transportation research [Route choice], Discrete choice [Model specification, Multivariate Extreme Value models (or GEV)]
- [Bibtex][Google Scholar][XML Marc][Infoscience]
- Bierlaire, 1998
- Bierlaire, M. (1998). Discrete choice models. In Labbé, M., Laporte, G., Tanczos, K. and Toint, Ph. (ed) Operations Research and Decision Aid Methodologies in Traffic and Transportation Management pp.203-227. Springer Verlag.
- ISBN: 3540646523 [Search BookFinder.com] [Search Google books] [Search Amazon.com] [Search BarnesAndNoble.com]
- Research theme(s): Discrete choice [Model specification]
- [Bibtex][Google Scholar][XML Marc][Infoscience]
Expertise
- Transportation Research
- Operations Research
- Discrete Choice Models
Methods
Modeling, optimization, simulation