Research Output per year
Network
Recent external collaboration on country level. Dive into details by clicking on the dots.
Research Output
A Machine Learning Approach to Censored Bike-Sharing Demand Modeling
Gammelli, D., Rodrigues, F., Pacino, D., Kurtaran, H. A. & Pereira, F. C., 2020, (Accepted/In press) In : Transportation Research Board. Annual Meeting Proceedings.Research output: Contribution to journal › Journal article › Research › peer-review
Gaussian Mixture Models Meet Econometric Models
Sfeir, G., Abou-Zeid, M., Rodrigues, F. & Pereira, F. C., 2020, (Accepted/In press) In : Transportation Research Board. Annual Meeting Proceedings.Research output: Contribution to journal › Journal article › Research › peer-review
Is Travel Demand Actually Deep? An Application in Event Areas Using Semantic Information
Markou, I., Rodrigues, F. & Pereira, F. C., 2020, In : I E E E Transactions on Intelligent Transportation Systems. 21, 2, p. 641-652 19320350.Research output: Contribution to journal › Journal article › Research › peer-review
A Two-Stage Model for Real-time Taxi Demand Prediction Using Data from the Web
Markou, I., Pereira, F. C. & Rodrigues, F., 2019, Proceedings of the Transportation Research Board 98th Annual Meeting. 16 p. 19-04063Research output: Chapter in Book/Report/Conference proceeding › Conference abstract in proceedings › Research › peer-review
Combining time-series and textual data for taxi demand prediction in event areas: a deep learning approach
Rodrigues, F., Markou, I. & Pereira, F. C., 2019, In : Information Fusion. 49, p. 120-129Research output: Contribution to journal › Journal article › Research › peer-review
Projects
- 1 Active
Solution methods for predictive optimization
Gammelli, D., Pereira, F. C., Pacino, D. & Rodrigues, F.
01/01/2019 → 31/12/2021
Project: PhD
Activities
Towards Robust Deep Reinforcement Learning for Traffic Signal Control: Demand Surges, Incidents and Sensor Failures
Filipe Rodrigues (Speaker)
30 Oct 2019
Activity: Talks and presentations › Conference presentations
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
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
Bayesian Automatic Relevance Determination for Utility Function Specification in Discrete Choice Models
Filipe Rodrigues (Speaker)
21 Aug 2019
Activity: Talks and presentations › Conference presentations
Deep Learning from Crowds
Filipe Rodrigues (Speaker)
2 Feb 2018 → 7 Feb 2018
Activity: Talks and presentations › Conference presentations