Which cycling environment appears safer? Learning cycling safety perceptions from pairwise image comparisons Miguel Costa,
Manuel Marques,
Carlos L. Azevedo,
Felix W. Siebert,
Filipe Moura
IEEE Transactions on Intelligent Transportation Systems, vol. 26, no. 2, 2025 Article
2024
Unraveling the Relation between Cycling Accidents and Built Environment Typologies: Capturing
Spatial Heterogeneity through a Latent Class Discrete Outcome Model Miguel Costa,
Carlos L. Azevedo,
Felix W. Siebert,
Manuel Marques,
Filipe Moura
Accident Analysis & Prevention, 200, 107533, 2024 Article
Impact of COVID-19 lockdown on the behavior change of cyclists in Lisbon, using multinomial logit
regression analysis Miguel Costa,
Rosa Félix,
Manuel Marques,
Filipe Moura
Transportation Research Interdisciplinary Perspectives, 100609, 2022 Article
2021
A Circuity Temporal Analysis of Urban Street Networks Using Open Data: A Lisbon Case Study Miguel Costa,
Manuel Marques,
Filipe Moura
ISPRS International Journal of Geo-Information, 10(7), 453, 2021
Conferences.
2025
Climate Adaptation with Reinforcement Learning: Economic vs. Quality of Life Adaptation Pathways Miguel Costa,
Arthur Vandervoort,
Martin Drews,
Karyn Morrissey,
Francisco C. Pereira
AI for Climate and Conservation Workshop at EurIPS 2025, Copenhagen, Denmark, 2025
Plugging Schema Graph into Multi-Table QA: A Human-Guided Framework for Reducing LLM Reliance Xixi Wang,
Miguel Costa,
Jordanka Kovaceva,
Shuai Wang,
Francisco C. Pereira
Findings of the Association for Computational Linguistics: EMNLP 2025, pages 5829–5842,
Suzhou, China. Association for Computational Linguistics. 2025
Climate Adaptation with Reinforcement Learning: Experiments with Flooding and Transportation in Copenhagen Miguel Costa,
Morten W. Petersen,
Arthur Vandervoort,
Martin Drews,
Karyn Morrissey,
Francisco C. Pereira
Tackling Climate Change with Machine Learning workshop at Conference on Neural Information Processing Systems (NeurIPS) 2024, Vancouver, Canada. 2024
Comparing the Effects of Urban Elements on Objective and Subjective Cycling Safety: A Berlin Case Study Miguel Costa,
Manuel Marques,
Filipe Moura,
Carlos L. Azevedo,
Felix W. Siebert
International Cycling Safety Conference 2024. Imabari, Japan. 2024
Urban Motorcycle Helmet Use Surveillance in Southeast Asia - A Cost-Efficient Computer Vision Approach Felix W. SiebertChristoffer Riis,
Miguel Costa,
Frederik Boe Hüttel
15th World Conference on Injury Prevention and Safety Promotion (Safety 2024). New Delhi, India. 2024
Capturing Spatial Heterogeneity in Cycling Accidents using a Latent Class Discrete Outcome Model Miguel Costa,
Carlos L. Azevedo,
Felix W. Siebert,
Manuel Marques,
Filipe Moura
hEART 2024: 12th Symposium of the European Association for Research in Transportation. Helsinki, Finland. 2024
2023
Understanding Perception of Cycling Safety through Pairwise Image Comparisons Miguel Costa,
Manuel Marques,
Felix W. Siebert,
Carlos L. Azevedo,
Filipe Moura
International Cycling Safety Conference 2023. The Hague, The Netherlands. 2023
Scoring Cycling Environments Perceived Safety using Pairwise Image Comparisons Miguel Costa,
Manuel Marques,
Felix W. Siebert,
Carlos L. Azevedo,
Filipe Moura
2023 IEEE 26th International Conference on Intelligent Transportation Systems (ITSC) (pp.4046-4051). IEEE. 2023
2022
Cycling Safety Data Augmentation in the Urban Environment: A Barcelona Case Study Miguel Costa,
Carlos Roque,
Manuel Marques,
Filipe Moura
International Cycling Safety Conference 2022. Dresden, Germany. 2022
Impact of COVID-19 lockdown on the Behavior Change of Cyclists in Lisbon, using multinomial logit regression analysis Miguel Costa,
Rosa Félix,
Manuel Marques,
Filipe Moura
Transportation Research Board Annual Meeting 2021. (Online due to COVID19). 2021
2019
WalkBot: A Portable System to Scan Sidewalks Miguel Costa,
Paulo Cambra,
Manuel Marques,
Filipe Moura
2019 IEEE International Smart Cities Conference (ISC2) (pp. 167-172). IEEE. Casablanca, Morocco. 2019
WalkBot – Desenvolvimento de um Equipamento de Avaliação da Qualidade da Infra-estrutura Pedonal com Recurso a Processamento de Imagem Tridimensional Paulo Cambra,
Miguel Costa,
Manuel Marques,
Filipe Moura
Congresso Rodoviário Português. Lisbon, Portugal. 2019
2017
A context aware and video-based risk descriptor for cyclists Miguel Costa,
Beatriz Q. Ferreira,
Manuel Marques
2017 IEEE 20th International Conference on Intelligent Transportation Systems (ITSC) (pp. 1-6). IEEE. Yokohama, Japan. 2017