Research output per year
Research output per year
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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Dive into the research topics where Filipe Rodrigues is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
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Collaborations and top research areas from the last five years
Recent external collaboration on country/territory level. Dive into details by clicking on the dots or
Publications
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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 AccessFile55 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 AccessFile61 Downloads (Orbit) -
Deep Learning Models to Identify Seasonal Drivers of Chlorophyll Changes in the Atlantic Ocean
Chauhan, A., Smith, P. A. H., Rodrigues, F., Christensen, A., Nardelli, B. B., St John, M. A. & Mariani, P., 2025.Research output: Contribution to conference › Conference abstract for conference › Research › peer-review
Open AccessFile1 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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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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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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Proactive traffic control through AI and Big Data
Nguyen, A. (PhD Student), Rodrigues, F. (Main Supervisor) & Lima Azevedo, C. M. (Supervisor)
15/10/2023 → 15/10/2026
Project: Research
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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Analyzing the Reporting Error of Public Transport Trips in the Danish National Travel Survey Using Smart Card Data
Sfeir, G. (Speaker), Rodrigues, F. (Other), Abou-Zeid, M. (Other) & Pereira, F. C. (Other)
7 Jan 2024 → 11 Jan 2024Activity: 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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Identifying Choice Sets for Public Transport Route Choice Models Using Smart-Card Data: Generated vs. Empirical Sets
Sfeir, G. (Speaker), Rodrigues, F. (Other), Seshadri, R. (Other), Tulunay, I. (Other) & Azevedo, C. M. L. (Other)
14 Jul 2024 → 18 Jul 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