Publication

An empirical comparison of travel choice models that capture preferences for compromise alternatives

Publications associées (47)

Activity choice modeling for pedestrian facilities

This thesis develops models of activity and destination choices in pedestrian facilities from WiFi traces. We adapt the activity-based travel demand analysis of urban mobility to pedestrians and to digital footprints. We are interested in understanding the ...

EPFL2015

Destination Choice Model including a panel effect using WiFi localization in a pedestrian facility

Michel Bierlaire, Matthieu Marie Cochon de Lapparent, Antonin Danalet, Loïc Tinguely

This paper proposes a general methodology to model pedestrian destination choice from WiFi localization in multi-modal transport facilities, e.g., airports, railway stations. It is based on the output of Danalet et al. (2014) method to generate candidates ...

2015

Destination Choice Model including panel data using WiFi localization in a pedestrian facility

Michel Bierlaire, Matthieu Marie Cochon de Lapparent, Antonin Danalet, Loïc Tinguely

This paper proposes a general methodology to model pedestrian destination choice from WiFi localization in multi-modal transport facilities (e.g., airports, railway stations). It is based on the output of Danalet et al.(2014) method to generate candidates ...

2015

Importance sampling for activity path choice

Michel Bierlaire, Antonin Danalet

We propose a model for the choice of an activity pattern. Models of activity participation patterns allow to assess the impact of demand management strategies on activity and destination choices. In particular, we focus on choice set generation of activity ...

2015

Importance sampling for activity path choice

Michel Bierlaire, Antonin Danalet

2015

Exploiting pedestrian WiFi traces for destination choice modeling

Loïc Tinguely

My master thesis proposes a general methodology to model pedestrian destination choice from WiFi localization in multimodal transport facilities (e.g., airports, railway stations). It is based on the output of [Danalet, A., B. Farooq and M. Bierlaire (2014 ...

2015

The activity path approach to activity pattern modeling

Michel Bierlaire, Antonin Danalet

In this presentation, we propose a model for the simultaneous choice of activity types, order, start times and durations of activity episodes in a sequence. In particular, we develop a framework for choice set generation based on path choice to deal with t ...

2015

Integrating psychometric indicators in latent class choice models

Michel Bierlaire, Ricardo Daniel Hurtubia González, Aurélie Glerum, My Hang Nguyen

Latent class models are a convenient and intuitive way to introduce taste heterogeneity in discrete choice models by relating attributes of the decision makers with unobserved behavioral classes, hence allowing for a more accurate market segmentation. Esti ...

Pergamon-Elsevier Science Ltd2014

WiFi-Based Marauder's Map, or where are members of a campus and why?

Antonin Danalet

Similarly to the Marauder's Map in Harry Potter, we tracked employees and students on campus. We model this output in terms of choice of activity type in time. By discretizing time, this choice is represented as a path in a network. The choice set is gener ...

2014

A dynamic discrete-continuous choice model for car ownership and usage: estimation procedure

Michel Bierlaire, Aurélie Glerum, Emma Frejinger

This research focuses on the formulation of a dynamic discrete-continuous choice model to explain and predict individuals choices regarding car ownership, choice of fuel type and choice of annual driving distance. Its main contribution is to integrate dyna ...

2014

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