Research

TRANSP-OR: Anna Fernandez Antolin

Anna Fernandez Antolin

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 Anna Fernandez Antolin.

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Anna Fernandez Antolin

International journals

Published

Total: 2

      Papers in conference proceedings

      • Fernandez-Antolin, A., Lurkin, V., de Lapparent, M., and Bierlaire, M. (2017). Discrete-continuous maximum likelihood for the estimation of nested logit models. Proceedings of the 16th Swiss Transport Research Conference (STRC) 17-19 May, 2017.
      • Fernandez-Antolin, A., de Lapparent, M., and Bierlaire, M. (2016). Uncovering substitution patterns in new car sales using a cross nested logit model. Proceedings of the 16th Swiss Transport Research Conference (STRC) 18-20 May, 2016.
      • Baillif, M., de Lapparent, M., Fernandez-Antolin, A., and Bierlaire, M. (2015). Modeling consideration for electric vehicles and plug-in electric vehicles in car renewal. Proceedings of the 15th Swiss Transportation Research Conference (STRC) April 15-17, 2015.
      • Fernandez-Antolin, A., Guevara-Cue, A., and Bierlaire, M. (2015). Correcting for endogeneity using the EMIS method: a case study with revealed preference data. Proceedings of the 15th Swiss Transport Research Conference (STRC) 15-17 April, 2015.
      • Fernandez-Antolin, A., Stathopoulos, A., and Bierlaire, M. (2014). Exploratory Analysis of Endogeneity in Discrete Choice Models. Proceedings of the 14th Swiss Transport Research Conference (STRC) 14-16 May, 2014.

      Technical reports

      Seminars

      Reviewing

    • European Transport Research Review (2)
    • Journal of Urban Planning and Developement (1)
    • Transportation (1)
    • Transportation Research Part A: Policy and Practice (1)

      • Total: 5 reviews for 4 journals (since 2004). Per year: 2017: 2, 2016: 2, 2015: 1.

      Research projects

      Electric vehicle adoption dynamics: exploring market potentials
      Sponsor: Nissan
      Team: Michel Bierlaire (PI), Matthieu de Lapparent (PM), Anna Fernandez Antolin
      Period: April 01, 2014-March 31, 2017
      This project proposes innovative methods to identify the determinants of acceptance of alternative vehicles and their impact on everyday mobility. The greatest challenge faced by the promoters of the transition towards this low carbon engine technology lies in understanding how consumers accept the financial and lifestyle investments associated with the leap from traditional to electric powertrains. This project proposes innovative methods to identify the determinants of acceptance of alternative vehicles and their impact on everyday mobility. A deeper understanding of adoption dynamics is critical to predict who will opt for EVs when and under which conditions. This project will focus on innovative data-collection and modelling methodologies to uncover the acceptance of EVs at different stages of market-penetration (considering inexperienced/experienced users, early pioneers/late-adopters). A thorough analysis of the consumer decision-making process will lead to uncovering the barriers and success factors related to EV uptake and to forecast buying and usage behaviours related to new vehicle classes.

      Regular teaching

      Mathematical modeling of behavior
      Year: Fall 2017
      Section(s): Mathematics, Master in Financial Engineering
      Lecturer: Michel Bierlaire
      Teaching assistant: Meritxell Pacheco, Anna Fernandez Antolin, Evanthia Kazagli, Yuki Oyama
      Webpage: http://transp-or.epfl.ch/courses/dca2017
      Mathematical modeling of behavior
      Year: Fall 2016
      Section(s): Mathematics, Master in Financial Engineering
      Lecturer: Michel Bierlaire
      Teaching assistant: Evanthia Kazagli, Anna Fernandez Antolin, Meritxell Pacheco
      Webpage: http://transp-or.epfl.ch/courses/dca2016
      Decision-aid methodologies in transportation
      Year: Spring 2016
      Section(s): Civil Engineering
      Lecturers: Matthieu de Lapparent, Shadi Sharif Azadeh
      Teaching assistant: Anna Fernandez Antolin, Tomás Robenek, Yousef Maknoon, Evanthia Kazagli
      Webpage: http://transp-or.epfl.ch/courses/decisionAid2016/index.php
      Mathematical modeling of behavior
      Year: Fall 2015
      Section(s): Mathematics, Master in Financial Engineering
      Lecturers: Michel Bierlaire, Matthieu de Lapparent
      Teaching assistant: Evanthia Kazagli, Anna Fernandez Antolin
      Webpage: http://transp-or.epfl.ch/courses/dca2015/
      Decision-aid methodologies in transportation
      Year: Spring 2015
      Section(s): Civil Engineering
      Lecturers: Matthieu de Lapparent, Shadi Sharif Azadeh
      Teaching assistant: Evanthia Kazagli, Anna Fernandez Antolin, Iliya Markov, Yousef Maknoon
      Webpage: http://transp-or.epfl.ch/courses/decisionAid2015/index.php
      Mathematical modeling of behavior
      Year: Fall 2014
      Section(s): Mathematics, Master in Financial Engineering
      Lecturers: Michel Bierlaire, Matthieu de Lapparent
      Teaching assistant: Anna Fernandez Antolin, Evanthia Kazagli
      Webpage: http://transp-or.epfl.ch/courses/dca2014/
      Decision-aid methodologies in transportation
      Year: Spring 2014
      Section(s): Civil Engineering
      Lecturers: Amanda Stathopoulos, Jianghang Chen
      Teaching assistant: Iliya Markov, Anna Fernandez Antolin
      Webpage: http://transp-or.epfl.ch/courses/decisionAid2014
      Mathematical modeling of behavior
      Year: Fall 2013
      Section(s): Mathematics, Master in Financial Engineering
      Lecturers: Michel Bierlaire, Amanda Stathopoulos
      Teaching assistant: Evanthia Kazagli, Anna Fernandez Antolin
      Webpage: http://transp-or.epfl.ch/courses/dca2013/

      Miscellaneous lectures

      Logit Mixture; Hybrid Choice Models
      Program: Discrete Choice Analysis: Predicting Demand and Market Shares, February 14, 2018
      School: EPFL
      Lecturer: Meritxell Pacheco
      Assistants: Anna Fernandez Antolin, Yuki Oyama, Maëlle Zimmermann
      Forecasting; Combining RP & SP
      Program: Discrete Choice Analysis: Predicting Demand and Market Shares, February 13, 2018
      School: EPFL
      Lecturer: Meritxell Pacheco
      Assistants: Anna Fernandez Antolin, Yuki Oyama, Maëlle Zimmermann
      Specification Testing; Nested Logit
      Program: Discrete Choice Analysis: Predicting Demand and Market Shares, February 12, 2018
      School: EPFL
      Lecturer: Anna Fernandez Antolin
      Assistants: Meritxell Pacheco, Yuki Oyama, Maëlle Zimmermann
      Introduction; Logit Estimation
      Program: Discrete Choice Analysis: Predicting Demand and Market Shares, February 11, 2018
      School: EPFL
      Lecturer: Anna Fernandez Antolin
      Assistants: Meritxell Pacheco, Yuki Oyama, Maëlle Zimmermann
      Hybrid Choice Models (ctd)
      Program: Discrete Choice Analysis: Predicting Demand and Market Shares, February 16, 2017-February 16, 2017
      School: EPFL
      Lecturer: Matthieu de Lapparent
      Assistants: Evanthia Kazagli, Meritxell Pacheco, Anna Fernandez Antolin
      Logit Mixture; Hybrid Choice Models
      Program: Discrete Choice Analysis: Predicting Demand and Market Shares, February 15, 2017-February 15, 2017
      School: EPFL
      Lecturer: Matthieu de Lapparent
      Assistants: Evanthia Kazagli, Meritxell Pacheco, Anna Fernandez Antolin
      Forecasting; Combining RP and SP
      Program: Discrete Choice Analysis: Predicting Demand and Market Shares, February 14, 2017-February 14, 2017
      School: EPFL
      Lecturer: Meritxell Pacheco
      Assistants: Evanthia Kazagli, Matthieu de Lapparent, Anna Fernandez Antolin
      Nested logit; Specification testing
      Program: Discrete Choice Analysis: Predicting Demand and Market Shares, February 13, 2017-February 13, 2017
      School: EPFL
      Lecturer: Evanthia Kazagli
      Assistants: Meritxell Pacheco, Matthieu de Lapparent, Anna Fernandez Antolin
      Introduction; Logit estimation
      Program: Discrete Choice Analysis: Predicting Demand and Market Shares, February 12, 2017-February 12, 2017
      School: EPFL
      Lecturer: Evanthia Kazagli
      Assistants: Meritxell Pacheco, Matthieu de Lapparent, Anna Fernandez Antolin
      Logit Mixture; Combining SP and RP
      Program: Discrete Choice Analysis: Predicting Demand and Market Shares, March 23, 2016-March 23, 2016
      School: EPFL
      Lecturer: Matthieu de Lapparent
      Assistants: Evanthia Kazagli, Anna Fernandez Antolin
      Forecasting; Nested Logit
      Program: Discrete Choice Analysis: Predicting Demand and Market Shares, March 22, 2016-March 22, 2016
      School: EPFL
      Lecturer: Anna Fernandez Antolin
      Assistants: Evanthia Kazagli, Matthieu de Lapparent
      Logit Models; Specification testing
      Program: Discrete Choice Analysis: Predicting Demand and Market Shares, March 21, 2016-March 21, 2016
      School: EPFL
      Lecturer: Anna Fernandez Antolin
      Assistants: Evanthia Kazagli, Matthieu de Lapparent
      Introduction; binary choice
      Program: Discrete Choice Analysis: Predicting Demand and Market Shares, March 20, 2016-March 20, 2016
      School: EPFL
      Lecturer: Evanthia Kazagli
      Assistants: Anna Fernandez Antolin, Meritxell Pacheco

      Project supervision

      Masters theses

      Anna-Katharina Clodong
      Section: Civil Engineering
      Discrete choice model for the automobile market: modeling willingness-to-pay for marginal and non marginal changes in car attributes
      Supervision:Matthieu de Lapparent, Anna Fernandez Antolin, Michel Bierlaire
      Expert:
      10/02/2016-10/06/2016
      Takao Dantsuji
      Section: Civil Engineering
      Disaggregate modeling of vehicle-miles traveled: what about users of alternative-fuel vehicles?
      Supervision:Matthieu de Lapparent, Anna Fernandez Antolin, Michel Bierlaire
      Expert:
      15/09/2015-01/02/2016
      Baillif Maurin
      Section: Civil Engineering
      Modeling consideration and willingness-to-pay for electric and plug-in hybrid electric vehicles in car renewal
      Supervision:Matthieu de Lapparent, Anna Fernandez Antolin, Michel Bierlaire
      Expert: Yves Delacrétaz
      16/02/2015-20/07/2015
      Michael Friederich
      Section: Civil Engineering
      Mode Choice Analysis Using Smartphone Data
      Supervision:Evanthia Kazagli, Marija Nikolic, Anna Fernandez Antolin
      Expert:
      17/02/2014-20/06/2014

      Semester projects

      • Integrating demand and supply in the context of airlines, Thibaut Richard et Gabriel Curis (SGC), January 24, 2018
      • Alternative activity pattern generation for stated preference surveys, Nicola Marco Ortelli (SGC), December 22, 2017
      • Modeling purchases of new cars for 2015: a comparison between countries, Martí Montesinos (SGC), June 19, 2017
      • Investigating the role of attitudes in the purchase of new cars, Nicola Ortelli, January 23, 2017
      • Hedonic pricing of car attributes: a comparison across European countries, Anna-Katharina Clodong (SGC), January 30, 2016
      • Accounting for attitudes in modeling demand for electric vehicles, Maurin Baillif (SGC), December 19, 2014