Publications per year
Publications per year
Personal profile
Profile
My main research interests are the mathematical modeling and simulation of human mobility, smart mobility services and the design, development and assessment of new technologies for better integrated transportation solutions.
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):
Education/Academic qualification
Transportation Systems, Ph.D., Instituto Superior Técnico
Award Date: 16 Feb 2014
Transportation Engineering, M.Sc., Instituto Superior Técnico
Award Date: 19 Jun 2008
Civil Engineering (Structures), Licentiate (5yrs), Instituto Superior Técnico
Award Date: 1 Sept 2004
External positions
Research Affiliate, Massachusetts Institute of Technology
1 Jun 2018 → …
Research Scientist, Massachusetts Institute of Technology
1 Feb 2016 → 31 May 2018
Senior Postdoctoral Associate, Singapore-MIT Alliance
1 Mar 2014 → 31 Jan 2016
Research Scholar, National Laboratory for Civil Engineering
1 Oct 2005 → 31 Dec 2013
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Collaborations and top research areas from the last five years
Recent external collaboration on country/territory level. Dive into details by clicking on the dots or
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Contextual Bayesian optimization of congestion pricing with day-to-day dynamics
Liu, R., Jiang, Y., Seshadri, R., Ben-Akiva, M. & Azevedo, C. L., 2024, In: Transportation Research Part A. 179, 17 p., 103927.Research output: Contribution to journal › Journal article › Research › peer-review
Open AccessFile45 Downloads (Pure) -
En-route transfer-based dynamic ridesharing
Maiti, S., Lima Azevedo, C. M. & Antoniou, C., 2024, In: Transportation Research Procedia. 78, p. 515-521Research output: Contribution to journal › Conference article › Research › peer-review
Open AccessFile20 Downloads (Pure) -
Estimation of Environmental Rebound Effect Induced by Shared Automated Passenger Transport Service in a Mid-Size European City via Microsimulation
Garus, A., Alonso Oreña, B., Alonso Raposo, M., Mourtzouchou, A., Cordera Piñera, R., Lima Azevedo, C., dell’Olio, L., Seshadri, R., Moraes Monteiro, M. & Ciuffo, B., 2024, In: Transportation Research Record. 2678, 8, p. 966-978Research output: Contribution to journal › Journal article › Research › peer-review
Open AccessFile -
Explainable active learning metamodeling for simulations: Method and experiments for ATM performance assessment
Riis, C., Antunes, F., Bolić, T., Gurtner, G., Cook, A., Azevedo, C. L. & Pereira, F. C., 2024, In: Transportation Research Part C: Emerging Technologies. 166, 104788.Research output: Contribution to journal › Journal article › Research › peer-review
Open AccessFile4 Downloads (Pure) -
Scoring Cycling Environments Perceived Safety using Pairwise Image Comparisons
Costa, M., Marques, M., Siebert, F. W., Azevedo, C. L. & Moura, F., 2024, Proceedings of the 2023 IEEE 26th International Conference on Intelligent Transportation Systems (ITSC). IEEE, p. 4046-4051Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review
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Active Learning Causal Discovery on Simulators
Santos, F. M. F. (PhD Student), Pereira, F. C. (Main Supervisor), Azevedo, C. M. L. (Supervisor) & Rodrigues, F. (Supervisor)
01/10/2024 → 30/09/2027
Project: PhD
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The Green Token: Digital Tradable Credits for Sustainable Personal Mobility
Guggenberger, J. A. (PhD Student), Azevedo, C. M. L. (Main Supervisor), Seshadri, R. (Supervisor) & Ciuffo, B. (Supervisor)
15/09/2024 → 14/09/2027
Project: PhD
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Proactive traffic control through AI and Big Data
Nguyen, A. (PhD Student), Rodrigues, F. (Main Supervisor) & Azevedo, C. M. L. (Supervisor)
15/10/2023 → 14/10/2026
Project: PhD
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Proactive traffic control through AI and Big Data
Nguyen, A. (PhD Student), Rodrigues, F. (Main Supervisor) & Lima Azevedo, C. M. (Supervisor)
15/10/2023 → 15/10/2026
Project: Research
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Simulation and Machine Learning for the Next Generation Public Transportation
Wu, X. (PhD Student), Azevedo, C. M. L. (Main Supervisor) & Rodrigues, F. (Supervisor)
15/05/2023 → 14/05/2026
Project: PhD
Activities
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Identifying Choice Sets for Public Transport Route Choice Models Using Smart-Card Data: Generated vs. Empirical Sets
Sfeir, G. (Speaker), Rodrigues, F. (Other), Seshadri, R. (Other), Tulunay, I. (Other) & Azevedo, C. M. L. (Other)
14 Jul 2024 → 18 Jul 2024Activity: Talks and presentations › Conference presentations
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Machine learning til realtidsforudsigelse af OD efterspørgsel for jernbanen med smart card og udbudsdata
Flensburg, J. V. (Speaker), Rodrigues, F. (Other), Azevedo, C. M. L. (Other) & Cerreto, F. (Other)
23 Aug 2022Activity: Talks and presentations › Conference presentations
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Bayesian Active Learning with Fully Bayesian Gaussian Processes
Riis, C. (Speaker), Antunes, F. (Other), Hüttel, F. B. (Speaker), Lima Azevedo, C. M. (Other) & Pereira, F. C. (Other)
28 Nov 2022 → 3 Dec 2022Activity: Talks and presentations › Conference presentations
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Car-Sharing Subscription Preferences: The Case of Copenhagen, Munich, and Tel Aviv-Yafo
Moraes Monteiro, M. (Speaker), Lima Azevedo, C. M. (Other), Kamargianni, M. (Other), Shiftan, Y. (Other), Gal-Tzur, A. (Other), Tavory, S. S. (Other), Antoniou, C. (Other) & Cantelmo, G. (Other)
9 Jan 2022 → 13 Jan 2022Activity: Talks and presentations › Conference presentations
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Active Learning for Air Traffic Management Simulation Metamodeling
Lima Azevedo, C. M. (Other), Riis, C. (Speaker), Nibau Antunes, F. J. (Speaker) & Pereira, F. C. (Other)
10 Jan 2022Activity: Talks and presentations › Conference presentations
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