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Miguel Costa

Technical University of Denmark

Department of Technology, Management and Economics

Technical University of Denmark

Lyngby, 2800

Denmark

SCHOLARLY PAPERS

5

DOWNLOADS

195

TOTAL CITATIONS

0

Scholarly Papers (5)

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1.

Understanding perception of cycling safety from street-view images: uncovering non-linear effects of urban factors

This work has been submitted to the Elsevier for possible publication. Copyright may be transferred without notice, after which this version may no longer be accessible.
Number of pages: 23 Posted: 11 Jul 2024
Miguel Costa, Felix Wilhelm Siebert, Carlos Lima Azevedo, Manuel Marques and Filipe Moura
Technical University of Denmark, Technical University of Denmark, Technical University of Denmark, Universidade de Lisboa and Universidade de Lisboa
Downloads 99 (694,528)

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Perception of Safety, Cycling, Subjective Safety, Explainable Boosting Machine, Berlin (Germany)

2.

Perceived Traffic Safety's Impact on Cycling Route Choice with Street View Images

Number of pages: 1 Posted: 12 Nov 2025
Koichi Ito, Roosmarijn Willemijn Terra, Miguel Costa, Felix Wilhelm Siebert, Francisco Garrido-Valenzuela, Carlos Lima Azevedo, Filip Biljecki and Sander van Cranenburgh
affiliation not provided to SSRN, affiliation not provided to SSRN, Technical University of Denmark, Technical University of Denmark, affiliation not provided to SSRN, Technical University of Denmark, National University of Singapore (NUS) - Sustainable & Green Finance Institute (SGFIN) and Independent
Downloads 47 (1,157,785)

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cycling route choice, traffic safety perception, street view imagery, computer vision, discrete choice modeling

3.

Domain-Adapted Pre-trained Language Models for Implicit Information Extraction in Crash Narratives

Number of pages: 45 Posted: 11 Oct 2025 Last Revised: 15 Oct 2025
Xixi Wang, Jordanka Kovaceva, Miguel Costa, Shuai Wang, Francisco Camara Pereira and Robert Thomson
Technical University of Denmark, Chalmers University of Technology, Technical University of Denmark, affiliation not provided to SSRN, Technical University of Denmark and Chalmers University of Technology
Downloads 43 (1,145,425)

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Traffic Safety, Crash Narratives, Pre-trained Language Models, Fine-Tuning, Information Extraction

4.

Feeling Safe vs. Being Safe: Comparing Objective and Subjective Cycling Safety in Urban Contexts Using Machine Learning

Number of pages: 25 Posted: 23 Jun 2026
Miguel Costa, Manuel Marques, Carlos Lima Azevedo, Felix Wilhelm Siebert and Filipe Moura
Technical University of Denmark, Universidade de Lisboa, Technical University of Denmark, Technical University of Denmark and Universidade de Lisboa
Downloads 6

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Cycling Safety, Objective Safety, Subjective Safety, Machine Learning, Urban Environment, Berlin (Germany)

5.

Transport Impacts and Adaptation Strategies for Pluvial Flooding in Copenhagen: Economic Costs to Driving, Cycling and Walking

Number of pages: 35
Miguel Costa, Arthur Vandervoort, Martin Drews, Karyn Morrissey and Francisco Camara Pereira
Technical University of Denmark, Technical University of Denmark, Technical University of Denmark, affiliation not provided to SSRN and Technical University of Denmark
Downloads 0

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Climate Adaptation, Pluvial Floods, Transportation, Social Costs, Copenhagen (Denmark)