Research output per year
Research output per year
Personal profile
Expertise related to UN Sustainable Devlopment 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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Research output
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Latent class choice model with a flexible class membership component: A mixture model approach
Sfeir, G., Abou-Zeid, M., Rodrigues, F., Pereira, F. C. & Kaysi, I., 2021, In: Journal of Choice Modelling. 41, 21 p., 100320.Research output: Contribution to journal › Journal article › Research › peer-review
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Modeling Transport Data under Stochastic and Latent Censorship
Peled, I., Gammelli, D., Rodrigues, F., Pacino, D. & Pereira, F. C., 2021. 10 p.Research output: Contribution to conference › Paper › Research › peer-review
Open AccessFile43 Downloads (Pure) -
A Machine Learning Approach to Censored Bike-Sharing Demand Modeling
Gammelli, D., Rodrigues, F., Pacino, D., Kurtaran, H. A. & Pereira, F. C., 2020, In: Transportation Research Board. Annual Meeting Proceedings. 2020, 1 p.Research output: Contribution to journal › Journal article › peer-review
Open AccessFile92 Downloads (Pure) -
Beyond Expectation: Deep Joint Mean and Quantile Regression for Spatiotemporal Problems
Rodrigues, F. & Pereira, F. C., 2020, In: IEEE Transactions on Neural Networks and Learning Systems. 31, 12, p. 5377-5389Research output: Contribution to journal › Journal article › peer-review
Open AccessFile28 Downloads (Pure) -
Deep Survival Modelling for Shared Mobility
Kostic, B., Loft, M. P., Rodrigues, F., Borysov, S. & Pereira, F. C., 2020, In: Danish Journal of Transportation Research - Dansk tidskrift for transportforskning. 4 p.Research output: Contribution to journal › Conference abstract in journal › peer-review
Open AccessFile55 Downloads (Pure)
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Resolving marine ecosystem dynamics in time and space with machine learning approaches
Chauhan, A., Mariani, P., Rodrigues, F. & St. John, M.
01/10/2021 → 30/09/2024
Project: PhD
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Machine Learning for Rail Operations
Flensburg, J. V., Lima Azevedo, C. M., Cerreto, F. & Rodrigues, F.
15/09/2021 → 14/09/2024
Project: PhD
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Demand prediction, ridesharing, and vehicle routing for on-demand transportation
Lindstrøm, C., Røpke, S., Rodrigues, F., Revsbæk, M. & Andersen, K. H.
01/08/2021 → 31/07/2024
Project: PhD
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Dealing with uncertainty in RORO ship planning
Main, A. R., Pacino, D. & Rodrigues, F.
01/05/2021 → 30/04/2024
Project: PhD
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BOON: Behavior Oracle for always-ON electrical mobility
Hüttel, F. B., Pereira, F. C. & Rodrigues, F.
01/03/2021 → 29/02/2024
Project: PhD
Activities
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Bayesian Automatic Relevance Determination for Utility Function Specification in Discrete Choice Models
Filipe Rodrigues (Speaker)
21 Aug 2019Activity: Talks and presentations › Conference presentations
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34th AAAI Conference on Artificial Intelligence (AAAI-20) (Event)
Filipe Rodrigues (Member)
2019 → …Activity: Membership › Membership of commitees, commissions, boards, councils, associations, organisations, or similar
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Towards Robust Deep Reinforcement Learning for Traffic Signal Control: Demand Surges, Incidents and Sensor Failures
Filipe Rodrigues (Speaker)
30 Oct 2019Activity: Talks and presentations › Conference presentations
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7th AAAI Conference on Human Computation and Crowdsourcing (HCOMP 2019) (Event)
Filipe Rodrigues (Member)
2019 → …Activity: Membership › Membership of commitees, commissions, boards, councils, associations, organisations, or similar
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Deep Learning from Crowds
Filipe Rodrigues (Speaker)
2 Feb 2018 → 7 Feb 2018Activity: Talks and presentations › Conference presentations