• Bygningstorvet, 116, 121A

    2800 Kgs. Lyngby

    Denmark

20162021

Research output per year

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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 journalJournal articleResearchpeer-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 journalJournal articleResearchpeer-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 journalJournal articleResearchpeer-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. 19-04063

Research output: Chapter in Book/Report/Conference proceedingConference abstract in proceedingsResearchpeer-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. 120-129

Research output: Contribution to journalJournal articleResearchpeer-review

Projects

Activities

7th AAAI Conference on Human Computation and Crowdsourcing (HCOMP 2019) (Event)

Filipe Rodrigues (Member)

2019 → …

Activity: MembershipMembership of commitees, commissions, boards, councils, associations, organisations, or similar

Thirty-Fourth AAAI Conference on Artificial Intelligence (AAAI-20) (Event)

Filipe Rodrigues (Member)

2019 → …

Activity: MembershipMembership 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 presentationsConference presentations

Deep Learning from Crowds

Filipe Rodrigues (Speaker)

2 Feb 20187 Feb 2018

Activity: Talks and presentationsConference presentations