Selin Atac
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 Selin Atac.
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- Papers in international journals (3)
- Book chapters (2)
- Papers in conference proceedings (8)
- Seminar (12)
- Awards and distinctions (1)
- Reviewing (7)
- Regular teaching (11)
- Miscellaneous lectures (10)
- Project supervision (13)
International journals
Published
Total: 3
- Atac, S., Obrenovic, N., and Bierlaire, M. (2025). Bike Sharing Systems: The Impact of Precise Trip Demand Forecasting on Operational Efficiency in Different City Structures, Journal of Cycling and Micromobility Research 3(100058):. doi:10.1016/j.jcmr.2025.100058
- Obrenovic, N., Atac, S., and Bierlaire, M. (2024). Light electric vehicle sharing systems: Functional design of a comprehensive decision making solution, Transportation Research Part A: Policy and Practice 182(104043):. doi:10.1016/j.tra.2024.104043
- Atac, S., Obrenovic, N., and Bierlaire, M. (2021). Vehicle Sharing Systems: A Review and a Holistic Management Framework, EURO Journal on Transportation and Logistics 10(100033):. doi:10.1016/j.ejtl.2021.100033
Book chapters
- Atac, S., Obrenovic, N., and Bierlaire, M. (2023). A General Framework to Evaluate Different Rebalancing Operations Strategies in One-Way Car Sharing Systems. In Grothe, O., Nickel, S., Rebennack, S., Stein, O. (ed) <em>Operations Research Proceedings 2022. OR 2022.</em> (ISBN: 978-3-031-24906-8). Springer.
- Obrenovic, N., Atac, S., Bortolomiol, S., Brdar, S., Marko, O., and Crnojevic, V. (2023). The Crop Plant Scheduling Problem. In Cappanera, P., Lapucci, M., Schoen, F., Sciandrone, M., Tardella, F., Visintin, F. (ed) <em> Optimization and Decision Science: Operations Research, Inclusion and Equity</em> (ISBN: 978-3-031-28862-3). Springer.
Papers in conference proceedings
- Obrenovic, N., Atac, S., Bortolomiol, S., Brdar, S., Marko, O., and Crnojevic, V. (2022). The crop plant scheduling problem. Proceedings of the Italian OR Days 2022 (GOR) 30 August-02 September, 2022.
- Atac, S., Obrenovic, N., and Bierlaire, M. (2022). A general framework to evaluate different rebalancing operations strategies in one-way car sharing systems. Proceedings of the International Conference on Operations Research (OR 2022) 06-09 September, 2022.
- Atac, S., Obrenovic, N., and Bierlaire, M. (2022). Evaluating different strategies to solve rebalancing operations in car sharing systems. Proceedings of the 22nd Swiss Transport Research Conference (STRC) 18-20 May, 2022.
- Atac, S., Obrenovic, N., and Bierlaire, M. (2021). A multi-objective approach for station clustering in bike sharing systems. Proceedings of the 21st Swiss Transport Research Conference (STRC) 12-14 September, 2021.
- Atac, S., Obrenovic, N., and Bierlaire, M. (2020). Bike Sharing Systems: Does demand forecasting yield a better service?. Proceedings of the 9th Symposium of the European Association for Research in Transportation (hEART) 3-4 February 2021, 2020.
- Atac, S., Obrenovic, N., and Bierlaire, M. (2020). Vehicle sharing systems: Does demand forecasting yield a better service?. Proceedings of the 20th Swiss Transport Research Conference (STRC) 13-14 May, 2020.
- Atac, S., Obrenovic, N., and Bierlaire, M. (2019). A holistic decision making framework for a vehicle sharing system. Proceedings of the 23rd European Conference on Advances in Databases and Information Systems (ADBIS) 08-11 September, 2019.
- Atac, S., Obrenovic, N., and Bierlaire, M. (2019). An optimization framework for light electric vehicle sharing systems. Proceedings of the 19th Swiss Transport Research Conference (STRC) 15-17 May, 2019.
Seminars
- Atac, S., Obrenovic, N., and Bierlaire, M., A general framework to evaluate different rebalancing operations strategies in one-way car sharing systems. German OR Days 2022 (GOR 2022), September 07, 2022, Karlsruhe, Germany
- Atac, S., Obrenovic, N., and Bierlaire, M., Evaluation of demand forecasting in bike sharing systems: A general framework and selected case studies. 11th Triennial Symposium on Transportation Analysis (TRISTAN XI), June 23, 2022, Mauritius
- Atac, S., Obrenovic, N., and Bierlaire, M., Comparing different rebalancing operations strategies in car sharing systems: A generic optimization framework. 18th Swiss Operations Research Days, Zurich University of Applied Sciences (ZHAW), June 03, 2022, Winterthur, Switzerland
- Atac, S., Obrenovic, N., and Bierlaire, M., Evaluating different strategies to solve rebalancing operations in car sharing systems. 22nd Swiss Transport Research Conference (STRC), May 19, 2022, Monte Verità, Ascona, Switzerland
- Atac, S., Obrenovic, N., and Bierlaire, M., Designing a MATSim environment for a one-way car sharing system as a transport mode. INFORMS Annual Meeting 2021, October 27, 2021, Anaheim, California, USA
- Atac, S., Obrenovic, N., and Bierlaire, M., Demand-based operations of vehicle sharing systems. Seminar at the C2SMART Lab, New York University, October 15, 2021, New York City, New York, US
- Atac, S., Obrenovic, N., and Bierlaire, M., A multi-objective approach for station clustering in bike sharing systems. 21st Swiss Transport Research Conference (STRC), September 14, 2021, Monte Verità, Ascona, Switzerland
- Atac, S., Obrenovic, N., and Bierlaire, M., Vehicle sharing systems: Does demand forecasting yield a better service?. 20th Swiss Transport Research Conference (STRC), May 13, 2020, Monte Verità, Ascona, Switzerland
- Atac, S., Obrenovic, N., and Bierlaire, M., A new framework for a vehicle sharing system. German OR days 2019, Technische Universität Dresden, September 04, 2019, Dresden, Germany
- Atac, S., Obrenovic, N., and Bierlaire, M., An optimization framework for a light electric vehicle sharing system. EURO 2019, University College Dublin, June 24, 2019, Dublin, Ireland
- Atac, S., Obrenovic, N., and Bierlaire, M., A framework for a vehicle sharing system. 17th Swiss Operations Research Days, University of Lausanne (UNIL), June 07, 2019, Lausanne, Switzerland
- Atac, S., Obrenovic, N., and Bierlaire, M., An optimization framework for a light electric vehicle sharing system. 19th Swiss Transport Research Conference (STRC), May 17, 2019, Monte Verità, Ascona, Switzerland
Awards
- Selin Atac : PhD mobility award 2021, July 06, 2021. Institution: Doctoral School Civil and Environmental Engineering (EDCE). Description: The PhD Mobility Award is given by the doctoral program in Civil and Environmental Engineering (EDCE) to encourage good PhD students within the program to go for an academic visit to an external research institution.
Reviewing
Total: 7 reviews for 6 journals (since 2004). Per year: 2021: 4, 2020: 1, 2019: 2.
Regular teaching
- Decision-aid methodologies in transportation
- Year: Spring 2023
- Section(s): Civil Engineering
- Lecturers: Fabian Torres, Evangelos Paschalidis
- Teaching assistant: Selin Atac, Tom Haering
- Optimization and Simulation
- Year: Spring 2023
- Section(s): Doctoral program in Civil and Environmental Engineering
- Lecturers: Michel Bierlaire, Cloe Cortes Balcells, Selin Atac
- Webpage: http://transp-or.epfl.ch/courses/OptSim2023
- Introduction to optimization and operations research
- Year: Fall 2022
- Section(s): Mechanical Engineering, Civil Engineering, Environmental Sciences and Engineering, Electrical and Electronics Engineering
- Lecturer: Michel Bierlaire
- Teaching assistant: Fabian Torres, Selin Atac, Marija Kukic, Negar Rezvany
- Decision-aid methodologies in transportation
- Year: Spring 2022
- Section(s): Civil Engineering
- Lecturers: Tim Hillel, Nour Dougui
- Teaching assistant: Selin Atac, Janody Pougala, Marija Kukic, Negar Rezvany
- Optimization and Simulation
- Year: Spring 2022
- Section(s): Doctoral program in Civil and Environmental Engineering
- Lecturers: Michel Bierlaire, Silvia Varotto, Selin Atac, Cloe Cortes Balcells
- Webpage: http://transp-or.epfl.ch/courses/OptSim2022
- Decision-aid methodologies in transportation
- Year: Spring 2021
- Section(s): Civil Engineering
- Lecturers: Tim Hillel, Nour Dougui
- Teaching assistant: Selin Atac, Janody Pougala, Marija Kukic, Negar Rezvany
- Webpage: https://transp-or.epfl.ch/courses/decisionAid2020/index.php
- Introduction to optimization and operations research
- Year: Fall 2020
- Section(s): Mechanical Engineering, Civil Engineering, Environmental Sciences and Engineering, Electrical and Electronics Engineering
- Lecturer: Michel Bierlaire
- Teaching assistant: Nour Dougui, Selin Atac, Stefano Bortolomiol, Marija Kukic
- Decision-aid methodologies in transportation
- Year: Spring 2020
- Section(s): Civil Engineering
- Lecturers: Tim Hillel, Nour Dougui
- Teaching assistant: Stefano Bortolomiol, Gael Lederrey, Selin Atac, Janody Pougala
- Webpage: https://transp-or.epfl.ch/courses/decisionAid2020/index.php
- Introduction to optimization and operations research
- Year: Fall 2019
- Section(s): Mechanical Engineering, Civil Engineering, Environmental Sciences and Engineering, Electrical and Electronics Engineering
- Lecturer: Michel Bierlaire
- Teaching assistant: Nour Dougui, Selin Atac, Stefano Bortolomiol, Nicholas Molyneaux
- Webpage: https://moodle.epfl.ch/course/view.php?id=14491
- Decision-aid methodologies in transportation
- Year: Spring 2019
- Section(s): Civil Engineering
- Lecturers: Nikola Obrenovic, Tim Hillel
- Teaching assistant: Stefano Bortolomiol, Gael Lederrey, Selin Atac
- Webpage: http://transp-or.epfl.ch/courses/decisionAid2019/index.php
- Introduction à l'optimisation et à la recherche opérationnelle
- Year: Fall 2018
- Section(s): Mechanical Engineering, Civil Engineering, Environmental Sciences and Engineering, Electrical and Electronics Engineering
- Lecturer: Michel Bierlaire
- Teaching assistant: Nikola Obrenovic, Nour Dougui, Stefano Bortolomiol, Selin Atac
- Webpage: http://transp-or.epfl.ch/courses/optimization2018/
Miscellaneous lectures
- Nested logit; Aggregate forecasting
- Program: Discrete Choice Analysis: Predicting Individual Behavior and Market Demand, January 30, 2023
- School: EPFL
- Lecturer: Cloe Cortes Balcells
- Assistants: Selin Atac, Tom Haering, Negar Rezvany
- Hybrid Choice Models
- Program: Discrete Choice Analysis: Predicting Individual Behavior and Market Demand, March 11, 2022
- School: EPFL
- Lecturer: Silvia Varotto
- Assistants: Cloe Cortes Balcells, Selin Atac
- Logit Mixtures; Combining RP and SP data
- Program: Discrete Choice Analysis: Predicting Individual Behavior and Market Demand, March 09, 2022
- School: EPFL
- Lecturer: Janody Pougala
- Assistants: Selin Atac, Silvia Varotto
- Nested Logit; Aggregate Forecasting
- Program: Discrete Choice Analysis: Predicting Individual Behavior and Market Demand, March 08, 2022
- School: EPFL
- Lecturer: Selin Atac
- Assistants: Cloe Cortes Balcells, Tom Haering
- Introduction; Logit Estimation and Testing
- Program: Discrete Choice Analysis: Predicting Individual Behavior and Market Demand, March 07, 2022
- School: EPFL
- Lecturer: Cloe Cortes Balcells
- Assistants: Janody Pougala, Selin Atac, Negar Rezvany
- Logit Mixtures; Combining RP and SP data
- Program: Discrete Choice Analysis: Predicting Individual Behavior and Market Demand, February 10, 2021
- School: EPFL
- Lecturer: Janody Pougala
- Assistant: Selin Atac
- Nested Logit; Aggregate Forecasting
- Program: Discrete Choice Analysis: Predicting Individual Behavior and Market Demand, February 09, 2021
- School: EPFL
- Lecturer: Selin Atac
- Assistant: Janody Pougala
- Bayesian Estimation; Individual Prediction
- Program: Discrete Choice Analysis: Predicting Individual Behavior and Market Demand, March 27, 2019
- School: EPFL
- Lecturer: Rico Krueger
- Assistants: Tim Hillel, Selin Atac, Meritxell Pacheco
- Nested Logit; Aggregate Forecasting
- Program: Discrete Choice Analysis: Predicting Individual Behavior and Market Demand, March 25, 2019
- School: EPFL
- Lecturer: Selin Atac
- Assistants: Meritxell Pacheco, Yuki Oyama, Tim Hillel
- Introduction; Logit Estimation; Specification Testing
- Program: Discrete Choice Analysis: Predicting Individual Behavior and Market Demand, March 24, 2019
- School: EPFL
- Lecturer: Tim Hillel
- Assistants: Meritxell Pacheco, Yuki Oyama, Selin Atac
Project supervision
Masters theses
- Rym Karime
- Section: Civil Engineering
- Warehouse inventory management optimization in Rolex SA
- Supervision:Nikola Obrenovic, Selin Atac, Michel Bierlaire
- Expert: Bruno Delaborde
- 25/02/2019-23/08/2019
- Thibaut Guillaume Marie Richard
- Section: Civil Engineering
- Innovative technologies for improvement of airport accessibility with the applications to Geneva Airport
- Supervision:Nikola Obrenovic, Selin Atac, Michel Bierlaire
- Expert: Philippe Canal, Virginie Marche
- 18/09/2018-18/01/2019
Semester projects
- 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
- Heuristic applications for rebalancing operations in one-way car sharing systems, Miguel Chastre Rodrigues, September 30, 2022
- Comparing rebalancing operations in car sharing systems, Xinling Li (SGC), July 08, 2022
- Designing and implementing rebalancing operations in car sharing systems using MATSim, Alfio Simone Mosset (SGC), July 09, 2021
- Designing a MATSim environment for a vehicle sharing system as a transport mode, Paula Vogg (SGC), January 29, 2021
- Optimizing Organizational Chart using local search method, Hugo Bocquet, June 30, 2020
- Optimal regulation of oligopolistic markets with discrete choice models of demand, Elodie Duliscouet, Paulin Raison, Yahya Basiouny (SGM), June 12, 2020
- Analysis of the value of demand forecasting within vehicle sharing systems, Jasso Espadaler (SGC), January 31, 2020
- Demand forecasting for a novel transportation mode, Denis Steffen (SMA), June 30, 2019
- Railway infrastructure maintenance, Ludovica Sessa and Robert Abboud (SMGT), January 31, 2019