Aurélie Glerum
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- Papers in international journals (5)
- Papers in conference proceedings (16)
- Technical reports (6)
- Seminar (24)
- Awards and distinctions (2)
- Reviewing (3)
- Research projects (3)
- Regular teaching (3)
- Miscellaneous lectures (14)
- Project supervision (10)
International journals
Published
Total: 5
- Varotto, S. F., Glerum, A., Stathopoulos, A., Bierlaire, M., and Longo, G. (2017). Mitigating the impact of errors in travel time reporting on mode choice modelling, Journal of Transport Geography 62:236-246. doi:10.1016/j.jtrangeo.2017.05.016
- Hurtubia, R., Nguyen, M., Glerum, A., and Bierlaire, M. (2014). Integrating psychometric indicators in latent class choice models, Transportation Research Part A: Policy and Practice 64:135-146. doi:10.1016/j.tra.2014.03.010
- Glerum, A., Atasoy, B., and Bierlaire, M. (2014). Using semi-open questions to integrate perceptions in choice models, Journal of Choice Modelling 10:11-33. doi:10.1016/j.jocm.2013.12.001
- Glerum, A., Stankovikj, L., Thémans, M., and Bierlaire, M. (2014). Forecasting the demand for electric vehicles: accounting for attitudes and perceptions, Transportation Science 48(4):483-499. doi:10.1287/trsc.2013.0487
- Atasoy, B., Glerum, A., and Bierlaire, M. (2013). Attitudes towards mode choice in Switzerland, disP - The Planning Review 49(2):101-117. doi:10.1080/02513625.2013.827518
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
- Glerum, A., and Bierlaire, M. (2014). Capturing response behavior heterogeneity in the quantification of semi-open questions: a mixed discrete-continuous approach. Technical report TRANSP-OR 140305. Transport and Mobility Laboratory, ENAC, EPFL.
- Hurtubia, R., Nguyen, M., Glerum, A., and Bierlaire, M. (2013). Integrating psychometric indicators in latent class choice models. Technical report TRANSP-OR 130423. Transport and Mobility Laboratory, ENAC, EPFL.
- Glerum, A., Atasoy, B., and Bierlaire, M. (2012). Using semi-open questions to integrate perceptions in choice models. Technical report TRANSP-OR 120325. Transport and Mobility Laboratory, ENAC, EPFL.
- Glerum, A., Stankovikj, L., Thémans, M., and Bierlaire, M. (2012). Forecasting the demand for electric vehicles: accounting for attitudes and perceptions. Technical report TRANSP-OR 120217. Transport and Mobility Laboratory, ENAC, EPFL.
- Bierlaire, M., Curchod, A., Danalet, A., Doyen, E., Faure, P., Glerum, A., Kaufmann, V., Tabaka, K., and Schuler, M. (2011). Projet de recherche sur la mobilité combinée, Rapport définitif de l'enquête de préférences révélées. Technical report TRANSP-OR 110704. Transport and Mobility Laboratory, ENAC, EPFL.
- Atasoy, B., Glerum, A., and Bierlaire, M. (2011). Attitudes towards mode choice in Switzerland. Technical report TRANSP-OR 110502. Transport and Mobility Laboratory, ENAC, EPFL.
Seminars
- Glerum, A., Frejinger, E., Karlstrom, A., Beser Hugosson, M., and Bierlaire, M., A dynamic discrete-continuous choice model for car ownership and usage: estimation procedure. Swiss Transport Research Conference, May 15, 2014, Ascona
- Glerum, A., Frejinger, E., Karlstrom, A., Beser Hugosson, M., and Bierlaire, M., A dynamic discrete-continuous choice model of car ownership, usage and fuel type. Workshop session on 'discrete-continuous models of car ownership and use', University of Leeds, November 12, 2013, Leeds, UK
- Glerum, A., Stankovikj, L., Thémans, M., and Bierlaire, M., Forecasting the demand for electric vehicles. EDC seminar, University of Leeds, November 12, 2013, Leeds, UK
- Glerum, A., Frejinger, E., Karlstrom, A., Beser Hugosson, M., and Bierlaire, M., A dynamic discrete-continuous choice model to explain car ownership, usage and fuel type decisions. IRE seminar, Università della Svizzera italiana, October 11, 2013, Lugano, Switzerland
- Glerum, A., Stankovikj, L., Thémans, M., Atasoy, B., and Bierlaire, M., Integrated choice and latent variable models: applications to vehicle and mode choice modeling. IRE seminar, Università della Svizzera italiana, October 10, 2013, Lugano, Switzerland
- Glerum, A., Frejinger, E., Karlstrom, A., Beser Hugosson, M., and Bierlaire, M., A dynamic discrete-continuous choice model of car ownership, usage and fuel type. Second Symposium of the European Association for Research in Transportation, September 05, 2013, Stockholm, Sweden
- Glerum, A., Frejinger, E., Karlstrom, A., Beser Hugosson, M., and Bierlaire, M., Accounting for expectations about the future: a dynamic discrete-continuous choice model (DDCCM) of car ownership, usage and fuel type. Seminar rCITI, University of New South Wales, July 26, 2013, Sydney, Australia
- Glerum, A., Frejinger, E., Karlstrom, A., Beser Hugosson, M., and Bierlaire, M., Modeling car ownership and usage: a dynamic discrete-continuous choice modeling approach. International Choice Modelling Conference, July 04, 2013, Sydney, Australia
- Glerum, A., Hurtubia, R., Nguyen, M., and Bierlaire, M., Enhanced measurement equations for latent class choice models. Eighth workshop on discrete choice models, EPFL, May 31, 2013, Lausanne, Switzerland
- Glerum, A., Frejinger, E., Karlstrom, A., Beser Hugosson, M., and Bierlaire, M., A dynamic discrete-continuous choice model of car ownership and usage. Swiss Transport Research Conference, April 25, 2013, Ascona
- Glerum, A., Frejinger, E., Karlstrom, A., Beser Hugosson, M., and Bierlaire, M., Dynamic discrete choice modeling for car use, ownership and fuel type based on register data. IRUC seminar, DTU, December 17, 2012, Copenhagen
- Glerum, A., Hurtubia, R., Nguyen, M., Atasoy, B., and Bierlaire, M., Demand models for transportation modes: a focus on the measurement of latent constructs affecting decisions. TLA/ToL joint seminar, KTH Royal Institute of Technology, October 12, 2012, Stockholm, Sweden
- Glerum, A., and Bierlaire, M., An enhanced measurement model of perception of comfort in public transportation. LATSIS 2012: 1st European Symposium on Quantitative Methods in Transportation Systems, September 06, 2012, Lausanne, Switzerland
- Glerum, A., and Bierlaire, M., The use of word data to measure perception in hybrid choice models. 13th International Conference on Travel Behavior Research, July 17, 2012, Toronto
- Glerum, A., and Bierlaire, M., Accounting for response behavior heterogeneity in the measurement of attitudes: an application to demand for electric vehicles. Swiss Transport Research Conference, May 04, 2012, Ascona
- Glerum, A., Bierlaire, M., Atasoy, B., and Thémans, M., Modèles de demande intégrant attitudes et perceptions. Séminaire du laboratoire GAEL, INRA et Université Pierre Mendès France, December 08, 2011, Grenoble, France
- Glerum, A., and Bierlaire, M., Models capturing latent constructs. Seventh workshop on discrete choice models, EPFL, August 25, 2011, Lausanne, Switzerland
- Glerum, A., Atasoy, B., and Bierlaire, M., Measuring the impact of individuals' perceptions on their transport mode choice. IFORS 2011, July 14, 2011, Melbourne, Australia
- Glerum, A., Thémans, M., and Bierlaire, M., Integrating latent concepts in a demand model for electric vehicles. IFORS 2011, July 14, 2011, Melbourne, Australia
- Glerum, A., Thémans, M., and Bierlaire, M., Modeling demand for electric vehicles: the effect of car users' attitudes and perceptions. ICMC 2011, July 06, 2011, Leeds, UK
- Glerum, A., Atasoy, B., Monticone, A., and Bierlaire, M., Adjectives qualifying individuals’ perceptions impacting on transport mode preferences. ICMC 2011, July 04, 2011, Leeds, UK
- Glerum, A., Thémans, M., and Bierlaire, M., Emergence of electric mobility: a nested approach to vehicle choice modeling. Swiss Transport Research Conference, May 11, 2011, Ascona
- Glerum, A., Antonini, G., Wörner, S., and Bierlaire, M., Application of Markov Decision Processes to pipeline data. Eighth Joint Operations Research Days, University of Fribourg, September 10, 2010, Fribourg, Switzerland
- Glerum, A., Atasoy, B., Monticone, A., Hurtubia, R., and Bierlaire, M., Analysis of the impact of travellers' attitudes and perceptions on mode choice in low-density areas. Sixth workshop on discrete choice models, EPFL, August 19, 2010, Lausanne, Switzerland
Awards
- Aurélie Glerum : PhD Mobility Award, December 20, 2011. Institution: Doctoral program in Civil and Environmental Engineering, EPFL.
- Aurélie Glerum : Best Masters Thesis Award, September 10, 2010. Institution: Swiss Operations Research Society. Description: The prize of the Best Masters Thesis in the field of Operations Research is awarded every year by the Swiss Operations Research Society. Her thesis is entitled "Markov Decision Processes for Services Opportunity Pipeline Optimization".
Reviewing
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