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 3 Good Health and Well-being -
SDG 8 Decent Work and Economic Growth -
SDG 9 Industry, Innovation, and Infrastructure -
SDG 11 Sustainable Cities and Communities -
SDG 13 Climate Action -
SDG 15 Life on Land
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Collaborations and top research areas from the last five years
Publications
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A foundational individual mobility prediction model based on open-source large language models
Qin, Z., Wang, L., Ling, Y., Pereira, F. C. & Ma, Z., 2026, In: Transportation Research. Part C: Emerging Technologies. 185, 105562.Research output: Contribution to journal › Journal article › Research › peer-review
Open AccessFile25 Downloads (Orbit) -
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 AccessFile62 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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Scenario Discovery for urban planning: The case of green urbanism and the impact on stress
Lahoz, L. T., Azevedo, C. L., Ancora, L., Morgado, P., Kotval, Z., Miranda, B. & Pereira, F. C., 2026, In: Futures. 175, 103727.Research output: Contribution to journal › Journal article › Research › peer-review
Open AccessFile37 Downloads (Orbit) -
Using mobile charging stations as probes to discover latent EV charging demand in stochastic environments: A deep reinforcement learning approach
Golsefidi, A. H., Huttel, F. B., Samaranayake, S. & Pereira, F. C., 2026, In: Expert Systems with Applications. 312, 44 p., 131433.Research output: Contribution to journal › Journal article › Research › peer-review
Open AccessFile
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Innovative approaches for understanding human decision-making in future transport systems: A comparative analysis of immersive and non-immersive methods for collecting choice and process data
Maranca, I. (PhD Student), Krueger, R. (Main Supervisor) & Pereira, F. C. (Supervisor)
01/09/2025 → 31/08/2028
Project: PhD
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Effectively combining choice and process data for explaining and predicting human decision-making: Interpretability and information fusion
Yan, L. (PhD Student), Krueger, R. (Main Supervisor) & Pereira, F. C. (Supervisor)
01/09/2025 → 31/08/2028
Project: PhD
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Flexible and scalable modelling of human decision-making using choice and process data
Conradsen, J. H. (PhD Student), Krueger, R. (Main Supervisor) & Pereira, F. C. (Supervisor)
01/08/2025 → 31/07/2028
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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Domain informed inductive bias for simulators
Böger, J. P. D. S. (PhD Student), Pereira, F. C. (Main Supervisor) & Cantelmo, G. (Supervisor)
01/10/2024 → 30/09/2027
Project: PhD
Activities
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Embedding domain knowledge: Inductive biases for algorithmic alignment in Machine Learning
Agriesti, S. A. M. (Speaker) & Pereira, F. C. (Other)
2025Activity: Talks and presentations › Conference presentations
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Bayesian Hierarchical Invariant Prediction
Santos, F. M. F. (Speaker), Julie Viuff Sand, P. (Other), Pereira, F. C. (Other) & Hernan Garrido Mejia, S. (Other)
25 Jul 2025Activity: Talks and presentations › Conference presentations
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Case Study: Learning Interventionally Consistent Surrogates for Climate Adaptation
Santos, F. M. F. (Guest lecturer), Agriesti, S. A. M. (Other), Azevedo, C. M. L. (Other) & Pereira, F. C. (Other)
7 Dec 2025Activity: Talks and presentations › Conference presentations
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Climate Adaptation with Reinforcement Learning: Economic vs. Quality of Life Adaptation Pathways
Nobre da Costa, M. (Other), Vandervoort, A. P. K. M. (Speaker), Drews, M. (Speaker), Morrissey, K. M. (Other) & Pereira, F. C. (Other)
23 Oct 2025 → 24 Oct 2025Activity: Talks and presentations › Conference presentations
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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
Prizes
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Best Proposal Award
Vandervoort, A. P. K. M. (Recipient), Nobre da Costa, M. (Recipient), Petersen, M. W. (Recipient), Drews, M. (Recipient), Haustein, S. (Recipient), Morrissey, K. M. (Recipient) & Pereira, F. C. (Recipient), 28 Apr 2025
Prize: Prizes, scholarships, distinctions