Publications per year
Publications 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 Francisco Camara Pereira 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
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Active learning metamodelling for survival rate analysis of simulated emergency medical systems
Antunes, F., Amorim, M., Pereira, F. & Ribeiro, B., 2023, (Accepted/In press) In: Transportmetrica A: Transport Science.Research output: Contribution to journal › Journal article › Research › peer-review
Open AccessFile18 Downloads (Pure) -
Attitudes and Latent Class Choice Models using Machine learning
Lahoz, L. T., Pereira, F. C., Sfeir, G., Arkoudi, I., Monteiro, M. M. & Azevedo, C. L., 2023, (Accepted/In press) In: Journal.Research output: Contribution to journal › Journal article › Research › peer-review
Open AccessFile34 Downloads (Pure) -
Combining discrete choice models and neural networks through embeddings: Formulation, interpretability and performance
Arkoudi, I., Krueger, R., Azevedo, C. L. & Pereira, F. C., 2023, In: Transportation Research. Part B: Methodological. 175, 21 p., 102783.Research output: Contribution to journal › Journal article › Research › peer-review
Open AccessFile7 Downloads (Pure) -
Unboxing the graph: Towards interpretable graph neural networks for transport prediction through neural relational inference
Tygesen, M. N., Pereira, F. C. & Rodrigues, F., 2023, In: Transportation Research Part C: Emerging Technologies. 146, 103946.Research output: Contribution to journal › Journal article › Research › peer-review
Open AccessFile81 Downloads (Pure) -
“Is Not the Truth the Truth?”: Analyzing the Impact of User Validations for Bus In/Out Detection in Smartphone-Based Surveys
Servizi, V., Persson, D. R., Pereira, F. C., Villadsen, H., Bækgaard, P., Peled, I. & Nielsen, O. A., 2023, (Accepted/In press) In: IEEE Transactions on Intelligent Transportation Systems. 16 p.Research output: Contribution to journal › Journal article › Research › peer-review
Open AccessFile14 Downloads (Pure)
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Machine Learning for Scenario Discovery in the field of Emotional and Behavioral Modeling
Lahoz, L. T., Lima Azevedo, C. M. & Pereira, F. C.
01/05/2022 → 30/04/2025
Project: PhD
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Machine Learning for shared, connected and cooperative automated vehicles
Schmidt, C. S., Rodrigues, F., Pereira, F. C. & Gammelli, D.
01/12/2021 → 30/11/2024
Project: PhD
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Charging Network optimization using Machine Learning and Operations Research
Hemmati Golsefidi, A., Pereira, F. C. & Samaranayake, S.
01/07/2021 → 30/06/2024
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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Ying Gu
Francisco Camara Pereira (Host) & Rico Krueger (Host)
8 Dec 2022Activity: Hosting a guest lecturer
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Bayesian Active Learning with Fully Bayesian Gaussian Processes
Christoffer Riis (Speaker), Francisco Antunes (Other), Frederik Boe Hüttel (Speaker), Carlos M. Lima Azevedo (Other) & Francisco Camara Pereira (Other)
28 Nov 2022 → 3 Dec 2022Activity: Talks and presentations › Conference presentations
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Feasibility of detecting cyclists’ phone use with computer vision
Felix Wilhelm Siebert (Other), Christoffer Riis (Speaker), Kira Hyldekær Janstrup (Other), Hanhe Lin (Other), Francisco Camara Pereira (Other) & Frederik Boe Hüttel (Other)
22 Aug 2022 → 23 Aug 2022Activity: Talks and presentations › Conference presentations
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Applied AI, ML and data science
Francisco Camara Pereira (Organizer), Rico Krueger (Organizer), Frederik Boe Hüttel (Organizer) & ying Gu (Participant)
8 Dec 2022Activity: Attending an event › Participating in or organising workshops, courses, seminars etc.
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Active Learning for Air Traffic Management Simulation Metamodeling
Carlos M. Lima Azevedo (Other), Christoffer Riis (Speaker), Francisco José Nibau Antunes (Speaker) & Francisco Camara Pereira (Other)
10 Jan 2022Activity: Talks and presentations › Conference presentations
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