Research Output per year
Research Output per year
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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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Research Output
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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 AccessFile6 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 › Research › peer-review
Open AccessFile30 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 › Research › peer-review
Open AccessFile -
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 › Research › peer-review
Open AccessFile -
Estimating latent demand of shared mobility through censored Gaussian Processes
Gammelli, D., Peled, I., Rodrigues, F., Pacino, D., Kurtaran, H. A. & Pereira, F. C., 2020, In : Transportation Research Part C: Emerging Technologies. 120, 102775.Research output: Contribution to journal › Journal article › Research › peer-review
Projects
- 2 Active
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Machine Learning for shared, connected and cooperative automated vehicles
Tygesen, M. N., Rodrigues, F. & Pereira, F. C.
01/09/2020 → 31/08/2023
Project: PhD
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Solution methods for predictive optimization
Gammelli, D., Pereira, F. C., Pacino, D. & Rodrigues, F.
01/01/2019 → 31/12/2021
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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Thirty-Fourth 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