Personal profile
Expertise related to UN Sustainable Development Goals
In 2015, UN member states agreed to 17 global Sustainable Development Goals (SDGs) to end poverty, protect the planet and ensure prosperity for all. This person’s work contributes towards the following SDG(s):
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SDG 9 Industry, Innovation, and Infrastructure -
SDG 11 Sustainable Cities and Communities -
SDG 13 Climate Action -
SDG 14 Life Below Water
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Collaborations and top research areas from the last five years
Publications
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A Large-Scale Analysis on the Use of Arrival Time Prediction for Automated Shuttle Services in the Real World
Schmidt, C., Niemann Tygesen, M. & Rodrigues, F., 2026, (Accepted/In press) In: IEEE Transactions on Intelligent Transportation Systems.Research output: Contribution to journal › Journal article › Research › peer-review
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Analyzing the reporting error of public transport trips in the Danish national travel survey using smart card data
Sfeir, G., Rodrigues, F., Abou-Zeid, M. & Pereira, F. C., 2026, (Accepted/In press) In: Transportation.Research output: Contribution to journal › Journal article › Research › peer-review
Open AccessFile60 Downloads (Orbit) -
Bayesian Active Learning for Censored Regression
Hüttel, F. B., Riis, C., Rodrigues, F. & Pereira, F., 2026, Machine Learning and Knowledge Discovery in Databases. Research Track - European Conference, ECML PKDD 2025, Proceedings. Springer Science and Business Media Deutschland GmbH, p. 36-51 (Lecture Notes in Computer Science, Vol. 16014 LNCS).Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review
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Combining choice and response time data to analyse the ride-acceptance behavior of ride-sourcing drivers
Meskar, M., Krueger, R., Rodrigues, F., Aslani, S. & Modarres, M., 2025, In: Transportation Research Part C: Emerging Technologies. 171, 104977.Research output: Contribution to journal › Journal article › Research › peer-review
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Context-aware Bayesian mixed multinomial logit model
Łukawska, M., Jensen, A. F. & Rodrigues, F., 2025, In: Journal of Choice Modelling. 54, 100536.Research output: Contribution to journal › Journal article › Research › peer-review
Open AccessFile79 Downloads (Orbit)
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The Role of Song Lyrics in Shaping Urban Mobility Cultures and Related Transitions
Lucchetta, M. (PhD Student), Haustein, S. (Main Supervisor) & Rodrigues, F. (Supervisor)
01/10/2025 → 30/09/2028
Project: PhD
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Modeling Complexity: Improving Traditional Intelligence Analysis through AI-enabled Agent-Based Modeling
Jørgensen, M. P. (PhD Student), Rodrigues, F. (Main Supervisor) & R?nn, K. V. (Supervisor)
01/10/2025 → 30/09/2028
Project: PhD
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Active Learning Causal Discovery on Simulators
Santos, F. M. F. (PhD Student), Pereira, F. C. (Main Supervisor), Azevedo, C. M. L. (Supervisor) & Rodrigues, F. (Supervisor)
01/10/2024 → 30/09/2027
Project: PhD
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Causal Graph Neural Networks for machine learning meta-modelling
Lassen, O. B. (PhD Student), Pereira, F. C. (Main Supervisor) & Rodrigues, F. (Supervisor)
01/10/2024 → 30/09/2027
Project: PhD
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Proactive traffic control through AI and Big Data
Nguyen, A. (PhD Student), Rodrigues, F. (Main Supervisor) & Azevedo, C. M. L. (Supervisor)
15/10/2023 → 14/10/2026
Project: PhD
Activities
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The APEX project - Artificial Intelligence for Policy Excellence in the Climate Crisis: initial results and outlook
Agriesti, S. A. M. (Speaker), Pereira, F. C. (Other), Azevedo, C. M. L. (Other), Rodrigues, F. (Other), Cantelmo, G. (Other), Santos, F. M. F. (Other), Lassen, O. B. (Other) & Böger, J. P. D. S. (Other)
2025Activity: Talks and presentations › Conference presentations
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Generative Latent Class Choice Models: Enriching Smart Card Data with Travel Surveys using Variational Auto-Encoders
Sfeir, G. (Speaker), Rodrigues, F. (Other) & Pereira, F. C. (Other)
1 Apr 2024 → 3 Apr 2024Activity: Talks and presentations › Conference presentations
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RORO Stowage Planning with Reinforcement Learning
Main, A. R. (Speaker), Rodrigues, F. (Lecturer) & Pacino, D. (Lecturer)
30 Jun 2024 → 3 Jul 2024Activity: Talks and presentations › Conference presentations
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Combining Choice and Response Time Data: A Hierarchical Drift-Diffusion Model of Ride-Sourcing Drivers’ Ride Acceptance Decisions
Meskar, M. (Other), Krueger, R. (Speaker), Rodrigues, F. (Other), Aslani, S. (Other) & Modarres, M. (Other)
1 Apr 2024 → 3 Apr 2024Activity: Talks and presentations › Conference presentations
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Combining choice and response time data to analyse the ride-acceptance behaviour of ride-sourcing drivers
Meskar, M. (Other), Krueger, R. (Speaker), Rodrigues, F. (Other), Aslani, S. (Other) & Modarres, M. (Other)
6 Jun 2024 → 8 Jun 2024Activity: Talks and presentations › Conference presentations