Nicola Ortelli
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 Nicola Ortelli.
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- Papers in international journals (3)
- Papers in conference proceedings (5)
- Technical reports (5)
- Seminar (9)
- Reviewing (2)
- Regular teaching (5)
- Miscellaneous lectures (6)
- Project supervision (12)
International journals
Published
Total: 3
- Ortelli, N., de Lapparent, M., and Bierlaire, M. (2024). Resampling Estimation of Discrete Choice Models, Journal of Choice Modelling 50(100467):. doi:10.1016/j.jocm.2023.100467
- Ortelli, N., Hillel, T., Pereira, F. C., de Lapparent, M., and Bierlaire, M. (2021). Assisted Specification of Discrete Choice Models, Journal of Choice Modelling 39(100285):. doi:10.1016/j.jocm.2021.100285
- Rodrigues, F., Ortelli, N., Bierlaire, M., and Pereira, F. C. (2020). Bayesian Automatic Relevance Determination for Utility Function Specification in Discrete Choice Models, IEEE Transactions on Intelligent Transportation Systems (accepted for publication on October 14, 2020) doi:10.1109/TITS.2020.3031965
Papers in conference proceedings
- Ortelli, N., de Lapparent, M., and Bierlaire, M. (2023). Faster estimation of discrete choice models via weighted dataset reduction. Proceedings of the 11th Symposium of the European Association for Research in Transportation (HEART) 6-8 September 2023, 2023.
- Ortelli, N., de Lapparent, M., and Bierlaire, M. (2023). Stochastic adaptive resampling for the estimation of discrete choice models. Proceedings of the 23rd Swiss Transport Research Conference (STRC) 10-12 May, 2023.
- Ortelli, N., de Lapparent, M., and Bierlaire, M. (2022). Faster estimation of discrete choice models via dataset reduction. Proceedings of the 22nd Swiss Transport Research Conference (STRC) 18-20 May, 2022.
- Ortelli, N., Bierlaire, M., and de Lapparent, M. (2021). Can we infer on behavioral impacts of public policy on accident severity outcomes? A Swiss case study using historical disaggregate accident reports. Proceedings of the 21st Swiss Transport Research Conference (STRC) 12-14 September, 2021.
- Ortelli, N., Hillel, T., Pereira, F. C., de Lapparent, M., and Bierlaire, M. (2020). Variable Neighborhood Search for Assisted Utility Specification in Discrete Choice Models. Proceedings of the 9th Symposium of the European Association for Research in Transportation (HEART) 3-4 February 2021, 2020.
Technical reports
- Ortelli, N., de Lapparent, M., Varotto, S. F., and Bierlaire, M. (2024). An integrated ordered logit and latent variable model for accident injury severity and risk-taking behavior. Technical report TRANSP-OR 240101. Transport and Mobility Laboratory, ENAC, EPFL.
- Ortelli, N., de Lapparent, M., and Bierlaire, M. (2023). Resampling estimation of discrete choice models. Technical report TRANSP-OR 230330. Transport and Mobility Laboratory, ENAC, EPFL.
- Bierlaire, M., and Ortelli, N. (2023). Assisted specification with Biogeme 3.2.12. Technical report 230816. Transport and Mobility Laboratory, ENAC, EPFL.
- Bierlaire, M., and Ortelli, N. (2022). Assisted specification with Biogeme. Technical report 220707. Transport and Mobility Laboratory, ENAC, EPFL.
- Ortelli, N., Hillel, T., Pereira, F. C., de Lapparent, M., and Bierlaire, M. (2020). Assisted Specification of Discrete Choice Models. Technical report TRANSP-OR 200708. Transport and Mobility Laboratory, ENAC, EPFL.
Seminars
- Ortelli, N., Varotto, S. F., Bierlaire, M., and de Lapparent, M., Un nouveau modèle hybride pour la modélisation de la conduite imprudente et de la gravité des accidents . Séminaire interne de l'IIDE, HEIG-VD, October 12, 2023, Yverdon-les-Bains, Switzerland
- Ortelli, N., de Lapparent, M., and Bierlaire, M., Resampling estimation of discrete choice models . 11th Symposium of the European Association for Research in Transportation, ETHZ, September 07, 2023, Zurich, Switzerland
- Ortelli, N., de Lapparent, M., and Bierlaire, M., Stochastic adaptive resampling for the estimation of discrete choice models. 15th workshop on Discrete Choice Models, Ecole Polytechnique Fédérale de Lausanne, June 01, 2023, Lausanne, Switzerland
- Ortelli, N., de Lapparent, M., and Bierlaire, M., Stochastic adaptive resampling for the estimation of discrete choice models. 23rd Swiss Transport Research Conference, May 11, 2023, Monte Verità, Ascona, Switzerland
- Ortelli, N., Varotto, S. F., Bierlaire, M., and de Lapparent, M., An integrated ordered logit and latent variable model for crash injury severity: a Swiss case study using disaggregate crash reports. 1st EPFL Symposium on Transportation Research, EPFL, February 16, 2023, Annecy, France
- Ortelli, N., Varotto, S. F., Bierlaire, M., and de Lapparent, M., An integrated ordered logit and latent variable model for crash injury severity: a Swiss case study using disaggregate crash reports. 16th International Conference on Travel Behaviour Research, International Association for Travel Behaviour Research (IATBR), December 15, 2022, Santiago, Chile
- Ortelli, N., de Lapparent, M., and Bierlaire, M., Faster estimation of discrete choice models via dataset reduction. 22nd Swiss Transport Research Conference, May 19, 2022, Monte Verità, Ascona, Switzerland
- Ortelli, N., Bierlaire, M., and de Lapparent, M., Can we infer on behavioral impacts of public policy on accident severity outcomes?. 21st Swiss Transport Research Conference, September 13, 2021, Monte Verità, Ascona, Switzerland
- Ortelli, N., Assisted specification of discrete choice models. CMC Online Seminar Series 2021, Choice Modelling Centre (CMC), University of Leeds, July 13, 2021, Leeds, UK
Reviewing
Total: 2 reviews for 2 journals (since 2004). Per year: 2023: 1, 2022: 1.
Regular teaching
- Mathematical modeling of behavior
- Year: Fall 2023
- Section(s): Mathematics, Master in Financial Engineering
- Lecturer: Michel Bierlaire
- Teaching assistant: Evangelos Paschalidis, Nicola Ortelli, Janody Pougala, Cloe Cortes Balcells
- Webpage: https://moodle.epfl.ch/course/view.php?id=1001
- Mathematical modeling of behavior
- Year: Fall 2022
- Section(s): Mathematics, Master in Financial Engineering
- Lecturer: Michel Bierlaire
- Teaching assistant: Silvia Varotto, Nicola Ortelli, Cloe Cortes Balcells, Tom Haering
- Webpage: https://moodle.epfl.ch/course/view.php?id=1001
- Mathematical modeling of behavior
- Year: Fall 2021
- Section(s): Mathematics, Master in Financial Engineering
- Lecturer: Virginie Lurkin
- Teaching assistant: Melvin Wong, Silvia Varotto, Nicola Ortelli, Janody Pougala
- Webpage: https://moodle.epfl.ch/course/view.php?id=1001
- Mathematical modeling of behavior
- Year: Fall 2020
- Section(s): Mathematics, Master in Financial Engineering
- Lecturer: Michel Bierlaire
- Teaching assistant: Melvin Wong, Rico Krueger, Janody Pougala, Nicola Ortelli
- Webpage: https://moodle.epfl.ch/course/view.php?id=1001
- Mathematical modeling of behavior
- Year: Fall 2019
- Section(s): Mathematics, Master in Financial Engineering
- Lecturer: Michel Bierlaire
- Teaching assistant: Tim Hillel, Meritxell Pacheco, Janody Pougala, Nicola Ortelli
- Webpage: https://moodle.epfl.ch/course/view.php?id=1001
Miscellaneous lectures
- Logit Mixtures; Combining Data (SP and RP)
- Program: Discrete Choice Analysis: Predicting Individual Behavior and Market Demand, February 13, 2024
- School: EPFL
- Lecturer: Evangelos Paschalidis
- Assistants: Cloe Cortes Balcells, Nicola Ortelli
- Introduction, Logit Estimation and Testing
- Program: Discrete Choice Analysis: Predicting Individual Behavior and Market Demand, February 11, 2024
- School: EPFL
- Lecturer: Tom Haering
- Assistants: Negar Rezvany, Nicola Ortelli, Fabian Torres
- Hierarchical Bayesian Estimation; Individual Prediction
- Program: Discrete Choice Analysis: Predicting Individual Behavior and Market Demand, February 02, 2023
- School: EPFL
- Lecturer: Janody Pougala
- Assistants: Marija Kukic, Nicola Ortelli
- Hybrid choice models
- Program: Discrete Choice Analysis: Predicting Individual Behavior and Market Demand, February 01, 2023
- School: EPFL
- Lecturer: Nicola Ortelli
- Assistants: Tom Haering, Evangelos Paschalidis, Janody Pougala
- Logit Estimation and Specification Testing
- Program: Discrete Choice Analysis: Predicting Individual Behavior and Market Demand, January 29, 2023
- School: EPFL
- Lecturer: Tom Haering
- Assistants: Cloe Cortes Balcells, Marija Kukic, Nicola Ortelli
- Hybrid Choice Models
- Program: Discrete Choice Analysis: Predicting Individual Behavior and Market Demand, February 12, 2021
- School: EPFL
- Lecturer: Nicola Ortelli
- Assistant: Rico Krueger
Project supervision
Masters theses
- Pierre Tarazi
- Section: Electrical and Electronics Engineering
- Stochastic and robust hydropower unit commitment
- Supervision:Tom Haering, Nicola Ortelli
- Expert: Maziar Kermani
- 20/02/2022-26/08/2022
- Alain Azzi
- Section: Mechanical Engineering
- Feuille de route pour l'électrification du réseau de bus urbains de Lausanne à l'horizon 2030
- Supervision:Nicola Ortelli, Janody Pougala, Michel Bierlaire
- Expert: Philippe Seydoux
- 17/02/2020-14/08/2020
Semester projects
- Improving the specification of migration aspiration discrete choice models via attitudinal variables, Anne-Valérie Preto (SGC), May 31, 2024
- A detailed evaluation of the Via Sicura program, Mya Jamal Lahjouji (SGC), June 07, 2023
- Scenario generation for the multi-agent transport simulation toolkit, MATSim, Anne-Valerie Preto (SGC), January 27, 2023
- Comparison of machine learning techniques for synthetic activity generation, Xinling Li (SGC), January 27, 2023
- Modelling migration intentions worldwide, Hilda Abigél Horváth (SMA), January 27, 2023
- Comparing rebalancing operations in car sharing systems, Xinling Li (SGC), July 08, 2022
- How to assess synthetic data?, Romain Palazzo (SMA), June 13, 2021
- Road Safety: Investigating the Role of Latent Behaviors in Injury Severity, Daniela Spadaro (SMA), June 07, 2021
- Enhancing the Serial Estimation of Discrete Choice Models Sequences, Youssef Kitane (SGC), June 22, 2020
- Estimation of Discrete Choice Models using HAMABS 2.0, Linah Charif (SGC), December 20, 2019