Research

TRANSP-OR: Aurélie Glerum

Aurélie Glerum

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 Aurélie Glerum.

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Aurélie Glerum

International journals

Published

Total: 5

      Papers in conference proceedings

      • Glerum, A., Frejinger, E., Karlstrom, A., Beser Hugosson, M., and Bierlaire, M. (2014). A dynamic discrete-continuous choice model for car ownership and usage: Estimation procedure. Proceedings of the 14th Swiss Transport Research Conference (STRC) May 14-16, 2014.
      • Varotto, S. F., Glerum, A., Stathopoulos, A., and Bierlaire, M. (2014). Modelling travel time perception in transport mode choices. Proceedings of the 14th Swiss Transport Research Conference (STRC) May 14-16, 2014.
      • Glerum, A., Frejinger, E., Karlstrom, A., Beser Hugosson, M., and Bierlaire, M. (2013). A dynamic discrete-continuous choice model of car ownership, usage and fuel type. Proceedings of the Second Symposium of the European Association for Research in Transportation (hEART) September 4-6, 2013.
      • Glerum, A., Frejinger, E., Karlstrom, A., Beser Hugosson, M., and Bierlaire, M. (2013). Modeling car ownership and usage: a dynamic discrete-continuous choice modeling approach. Proceedings of the Third International Choice Modelling Conference (ICMC) July 3-5, 2013.
      • Glerum, A., Frejinger, E., Karlstrom, A., Beser Hugosson, M., and Bierlaire, M. (2013). A dynamic discrete-continuous choice model of car ownership and usage: Methodological framework. Proceedings of the 13th Swiss Transport Research Conference (STRC) April 24-26, 2013.
      • Stathopoulos, A., Glerum, A., Thémans, M., and Bierlaire, M. (2013). Dynamic vehicle ownership forecasting: a framework to model inter-temporal renewal decisions. Proceedings of the Swiss Transportation Research Conference (STRC) April 24-26, 2013.
      • Glerum, A., Frejinger, E., Karlstrom, A., Beser Hugosson, M., and Bierlaire, M. (2013). Dynamic discrete-continuous choice modeling approach for car use, ownership and fuel type choice based on register data. Proceedings of the Eighth Triennial Symposium on Transportation Analysis (TRISTAN VIII) June 9-14, 2013.
      • Glerum, A., and Bierlaire, M. (2012). The use of word data to measure perception in hybrid choice models. Proceedings of the 13th International Conference on Travel Behavior Research (IATBR) July 15-20, 2012.
      • Glerum, A., and Bierlaire, M. (2012). An enhanced measurement model of perception of comfort in public transportation. Proceedings of the 1st European Symposium on Quantitative Methods in Transportation Systems (LATSIS 2012) September 4-7, 2012.
      • Glerum, A., and Bierlaire, M. (2012). Accounting for response behavior heterogeneity in the measurement of attitudes: an application to demand for electric vehicles. Proceedings of the 12th Swiss Transport Research Conference (STRC) May 2-4, 2012.
      • Atasoy, B., Glerum, A., and Bierlaire, M. (2011). Mode choice with attitudinal latent class: a Swiss case-study. Proceedings of the Second International Choice Modeling Conference (ICMC) July 4-6, 2011.
      • Glerum, A., Atasoy, B., Monticone, A., and Bierlaire, M. (2011). Adjectives qualifying individuals' perceptions impacting on transport mode preferences. Proceedings of the Second International Choice Modeling Conference (ICMC) July 4-6, 2011.
      • Glerum, A., Thémans, M., and Bierlaire, M. (2011). Modeling demand for electric vehicles: the effect of car users' attitudes and perceptions. Proceedings of the Second International Choice Modeling Conference (ICMC) July 4-6, 2011.
      • Glerum, A., Thémans, M., and Bierlaire, M. (2011). Emergence of electric mobility: a nested approach to vehicle choice modeling. Proceedings of the 11th Swiss Transport Research Conference (STRC) May 11-13, 2011.
      • Atasoy, B., Glerum, A., Hurtubia, R., and Bierlaire, M. (2010). Demand for public transport services: Integrating qualitative and quantitative methods. Proceedings of the 10th Swiss Transport Research Conference (STRC) September 1 - 3, 2010, 2010.
      • Hurtubia, R., Atasoy, B., Glerum, A., Curchod, A., and Bierlaire, M. (2010). Considering latent attitudes in mode choice: The case of Switzerland. Proceedings of the World Conference on Transport Research (WCTR 2010) July 11-15, 2010.

      Technical reports

      Seminars

      Awards

      Reviewing

    • Energy economics (1)
    • Journal of Choice Modelling (1)
    • Transportation Science (1)
    • Total: 3 reviews for 3 journals (since 2004). Per year: 2013: 1, 2012: 1, 2010: 1.

      Research projects

      A DYNAMIC VEHICLE CHOICE FORECASTING FRAMEWORK
      Sponsor: PSA Peugeot-Citroën
      Team: Michel Bierlaire (PI), Amanda Stathopoulos (PM), Aurélie Glerum
      Period: April 01, 2012-April 30, 2013
      The aim of this research project is to develop a dynamic model framework to forecast car demand. The model-system jointly accounts for behavioural variables (e.g. household evolution, individual motivations), institutional factors (e.g. incentives and taxation) and market features (e.g. new fuel or vehicle technology launches) to forecast vehicle acquisition. The project benefits from a large-scale, longitudinal dataset on vehicle transactions from major European markets. Methodologically the framework consists of a system of aggregate, disaggregate and duration-based choice models, accounting for dynamic features of the decision at each stage. Importantly, the proposed dynamic framework enhances realism by representing the durability of possession, rapid changes in value across product and ownership cycles and uncertainty about future market developments and institutional factors. The proposed framework sheds light on the timing and type of vehicle ownership, illustrating the benefits of taking the first steps away from a static approach. The findings will aid the prediction of consumer behaviour in response to critical policy variables, such as incentives, alongside market dynamics, such as the appearance and diffusion of novel technologies. A deeper understanding of future vehicle choice behaviour is critical given sizable institutional and industrial investments to promote alternative vehicle technologies with a final aim to improve energy efficiency in the transportation sector. More information http://transport.epfl.ch/car-market-structure
      Demande de consommateurs pour des véhicules électriques
      Sponsor: Renault Suisse SA
      Team: Michel Bierlaire (PI), Michaël Thémans (PM), Aurélie Glerum
      Period: August 01, 2010-April 30, 2011
      Evaluation de la demande des consommateurs pour des véhicules électriques en vue du lancement d'une telle gamme par Renault
      OPTIMA: Inferring transport mode preferences from attitudes
      Sponsor: LaPoste
      Team: Michel Bierlaire (PI), Anne Curchod (PM), Aurélie Glerum, Bilge Atasoy, Antonin Danalet
      Period: February 01, 2009-June 30, 2012
      Swiss Post and PostBus have launched a research project to optimize mobility in cooperation with the Federal Institute of Technology in Lausanne (EPFL), represented by EPFL Transportation Center, under Professor Michel Bierlaire. This will show the market potential for combined mobility. Among other things it will look at the factors that influence travellers in their choice of transport. At a later stage, target group-specific new transport offerings and services will be developed and tested, which will have a lasting influence on this choice. The three years research project is conducted by Professors Vincent Kaufmann (LASUR) and Michel Bierlaire (TRANSP-OR).

      Regular teaching

      Optimization and Simulation
      Year: Spring 2013
      Section(s): Doctoral program in Civil and Environmental Engineering
      Lecturers: Michel Bierlaire, Bilal Farooq, Jianghang Chen
      Teaching assistant: Aurélie Glerum, Antonin Danalet
      Webpage: http://transp-or.epfl.ch/courses/OptSim2013/
      Mathematical modeling of behavior
      Year: Fall 2011
      Section(s): Mathematics, Master in Financial Engineering
      Lecturer: Michel Bierlaire
      Teaching assistant: Aurélie Glerum, Antonin Danalet
      Webpage: http://transp-or.epfl.ch/courses/dca2011/
      Mathematical modeling of behavior
      Year: Fall 2010
      Section(s): Mathematics, Master in Financial Engineering
      Lecturer: Michel Bierlaire
      Teaching assistant: Aurélie Glerum, Thomas Robin
      Webpage: http://transp-or.epfl.ch/dca2010/
      Number of students: 24

      Miscellaneous lectures

      Estimation of Binary Choice Models
      Program: Discrete Choice Analysis: Predicting Demand and Market Shares, March 24, 2013-March 28, 2013
      School: EPFL
      Lecturer: Michel Bierlaire
      Assistants: Antonin Danalet, Aurélie Glerum
      Multivariate Extreme Value Models - Sampling and Estimation
      Program: Discrete Choice Analysis: Predicting Demand and Market Shares, March 24, 2013-March 28, 2013
      School: EPFL
      Lecturer: Michel Bierlaire
      Assistants: Antonin Danalet, Aurélie Glerum
      Mixture Models; Simulation-based Estimation
      Program: Discrete Choice Analysis: Predicting Demand and Market Shares, March 24, 2013-March 28, 2013
      School: EPFL
      Lecturer: Michel Bierlaire
      Assistants: Antonin Danalet, Aurélie Glerum
      Specification and Estimation of Logit Models
      Program: Discrete Choice Analysis: Predicting Demand and Market Shares, March 24, 2013-March 28, 2013
      School: EPFL
      Lecturer: Michel Bierlaire
      Assistants: Antonin Danalet, Aurélie Glerum
      Estimation of Binary Choice Models
      Program: Discrete Choice Analysis: Predicting Demand and Market Shares, January 29, 2012-February 02, 2012
      School: EPFL
      Lecturer: Michel Bierlaire
      Assistants: Aurélie Glerum, Antonin Danalet
      Discrete Panel Data
      Program: Discrete Choice Analysis: Predicting Demand and Market Shares, January 29, 2012-February 02, 2012
      School: EPFL
      Lecturer: Michel Bierlaire
      Assistants: Aurélie Glerum, Antonin Danalet
      Extreme Value Models; Sampling and Estimation
      Program: Discrete Choice Analysis: Predicting Demand and Market Shares, January 29, 2012-February 02, 2012
      School: EPFL
      Lecturer: Michel Bierlaire
      Assistants: Aurélie Glerum, Antonin Danalet
      Mixture Models and simulation-based Estimation
      Program: Discrete Choice Analysis: Predicting Demand and Market Shares, January 29, 2012-February 02, 2012
      School: EPFL
      Lecturer: Michel Bierlaire
      Assistants: Aurélie Glerum, Antonin Danalet
      Specification and Estimation of Logit Models
      Program: Discrete Choice Analysis: Predicting Demand and Market Shares, January 29, 2012-February 02, 2012
      School: EPFL
      Lecturer: Michel Bierlaire
      Assistants: Aurélie Glerum, Antonin Danalet
      Estimation of Binary Choice Models
      Program: Discrete Choice Analysis: Predicting Demand and Market Shares, March 20, 2011-March 24, 2011
      School: EPFL
      Lecturer: Michel Bierlaire
      Assistants: Thomas Robin, Aurélie Glerum
      Discrete Panel Data
      Program: Discrete Choice Analysis: Predicting Demand and Market Shares, March 20, 2011-March 24, 2011
      School: EPFL
      Lecturer: Michel Bierlaire
      Assistants: Thomas Robin, Aurélie Glerum
      Extreme Value Models; Sampling
      Program: Discrete Choice Analysis: Predicting Demand and Market Shares, March 20, 2011-March 24, 2011
      School: EPFL
      Lecturer: Michel Bierlaire
      Assistants: Thomas Robin, Aurélie Glerum
      Mixture Models and simulation-based Estimation
      Program: Discrete Choice Analysis: Predicting Demand and Market Shares, March 20, 2011-March 24, 2011
      School: EPFL
      Lecturer: Michel Bierlaire
      Assistants: Thomas Robin, Aurélie Glerum
      Specification and Estimation of Logit Models
      Program: Discrete Choice Analysis: Predicting Demand and Market Shares, March 20, 2011-March 24, 2011
      School: EPFL
      Lecturer: Michel Bierlaire
      Assistants: Thomas Robin, Aurélie Glerum

      Project supervision

      Masters theses

      Silvia Francesca Varotto
      How perceptions affect the modal choice? A cross country comparison from a gender oriented point of view
      Supervision:Michel Bierlaire, Amanda Stathopoulos, Aurélie Glerum
      Expert:
      01/03/2013-31/05/2013
      My Hang Nguyen
      Section: Civil Engineering
      Mode choice models for the city of Nice using psychometric indicators and latent variables
      Supervision:Michel Bierlaire, Ricardo Hurtubia, Aurélie Glerum
      Expert: Valérie Attas, Veolia
      20/02/2012-30/07/2012
      Lidija Stankovikj
      Section: Mathematics
      Hybrid choice models: an application to automobile demand
      Supervision:Michel Bierlaire, Aurélie Glerum
      Expert:
      20/09/2011-17/02/2012
      Ines Azaiez
      Section: Mathematics
      Sampling of alternatives for logit mixture models
      Supervision:Michel Bierlaire, Aurélie Glerum
      Expert: Prof. Ben-Akiva, MIT
      22/02/2010-23/07/2010
      Done at the Massachusetts Institute of Technology

      Semester projects

      • Modelling car ownership duration, Natalie Sauerwald (SMA), June 07, 2013
      • Transportation mode choice models including word data, Peng Cui (SMA), June 08, 2012
      • Measuring Passenger Satisfaction using AirS@t Survey, Lidija Stankovikj (SMA), June 30, 2011
      • Battery life modelling, François Anken (SMA), June 30, 2011
      • Integrating the latent attitudes into mode choice, Lidija Stankovikj (SMA), January 05, 2011
      • Analysis of Electric Vehicle Data, Parmeet Singh Bhatia, January 05, 2011