@article{w01,
  author = {Rita, Luís and Vizoso, Beatriz and Tamagusko, Tiago and Callai, Sérgio and Santos, Luísa and Peliteiro, Miguel and Ferreira, Adelino and Santos, Vitor},
  title = {Bikeable: Estimating cyclists' perceived safety from street-level imagery to support transport planning in Lisbon and London},
  journal = {Case Studies on Transport Policy},
  year = {2026},
  date = {2026-09},
  volume = {25},
  pages = {101830},
  doi = {10.1016/j.cstp.2026.101830},
  publisher = {Elsevier}
}

@article{w03,
  author = {Tamagusko, Tiago and Callai, Sergio Copetti and Gomes Correia, Matheus and Ferreira, Adelino},
  title = {Optimizing Pavement Maintenance with AI: A Data-Driven Framework Integrating Optimization and Machine Learning},
  journal = {International Journal of Pavement Research and Technology},
  year = {2026},
  date = {2026-05-29},
  doi = {10.1007/s42947-026-00802-w},
  keywords = {featured},
  publisher = {Springer},
  citations = {1}
}

@article{w02,
  author = {Galaktionova, Anastasiia and Istrate, Aura-Luciana and Tamagusko, Tiago and Carroll, Páraic},
  title = {Street vitality and traffic risk: a multiscale analysis of Barcelona and Warsaw},
  journal = {Accident Analysis \& Prevention},
  year = {2026},
  date = {2026-04},
  volume = {228},
  pages = {108393},
  doi = {10.1016/j.aap.2026.108393},
  publisher = {Elsevier},
  citations = {3}
}

@article{w08,
  author = {Tamagusko, Tiago and Gomes Correia, Matheus and Ferreira, Adelino},
  title = {Machine Learning Applications in Road Pavement Management: A Review, Challenges and Future Directions},
  journal = {Infrastructures},
  year = {2024},
  date = {2024-11-21},
  volume = {9},
  number = {12},
  pages = {213},
  doi = {10.3390/infrastructures9120213},
  publisher = {MDPI},
  citations = {89}
}

@article{w10,
  author = {Tamagusko, Tiago and Ferreira, Adelino},
  title = {Machine Learning for Prediction of the International Roughness Index on Flexible Pavements: A Review, Challenges, and Future Directions},
  journal = {Infrastructures},
  year = {2023},
  date = {2023-11-29},
  volume = {8},
  number = {12},
  pages = {170},
  doi = {10.3390/infrastructures8120170},
  publisher = {MDPI},
  citations = {72}
}

@article{w11,
  author = {Tamagusko, Tiago and Gomes Correia, Matheus and Rita, Luís and Bostan, Tudor-Codrin and Peliteiro, Miguel and Martins, Rodrigo and Santos, Luísa and Ferreira, Adelino},
  title = {Data-Driven Approach for Urban Micromobility Enhancement through Safety Mapping and Intelligent Route Planning},
  journal = {Smart Cities},
  year = {2023},
  date = {2023-08-17},
  volume = {6},
  number = {4},
  pages = {2035--2056},
  doi = {10.3390/smartcities6040094},
  keywords = {featured},
  publisher = {MDPI},
  citations = {39}
}

@article{w13,
  author = {Rita, Luís and Nathvani, Ricky and Peliteiro, Miguel and Bostan, Tudor-Codrin and Muller, Emily and Suel, Esra and Metzler, A. Barbara and Tamagusko, Tiago and Ferreira, Adelino},
  title = {Using Deep Learning and Google Street View Imagery to Assess and Improve Cyclist Safety in London},
  journal = {Sustainability},
  year = {2023},
  date = {2023-06-28},
  volume = {15},
  number = {13},
  pages = {10270},
  doi = {10.3390/su151310270},
  note = {Author list corrected in \textit{Sustainability} 17, 5047 (2025)},
  publisher = {MDPI},
  citations = {29}
}

@article{w17,
  author = {Hasselwander, Marc and Tamagusko, Tiago and Bigotte, Joao F. and Ferreira, Adelino and Mejia, Alvin and Ferranti, Emma J.S.},
  title = {Building back better: The COVID-19 pandemic and transport policy implications for a developing megacity},
  journal = {Sustainable Cities and Society},
  year = {2021},
  date = {2021-06},
  volume = {69},
  pages = {102864},
  doi = {10.1016/j.scs.2021.102864},
  publisher = {Elsevier},
  citations = {142}
}

@article{w19,
  author = {Tamagusko, Tiago and Ferreira, Adelino},
  title = {Data-Driven Approach to Understand the Mobility Patterns of the Portuguese Population during the COVID-19 Pandemic},
  journal = {Sustainability},
  year = {2020},
  date = {2020-11-23},
  volume = {12},
  number = {22},
  pages = {9775},
  doi = {10.3390/su12229775},
  publisher = {MDPI},
  citations = {50}
}

@inproceedings{w04,
  author = {Tamagusko, Tiago and Niroshan, L. and Soubam, S. and Desnoyer, T. and Rogers, B. and Istrate, Aura-Luciana and Pilla, F.},
  title = {Edge-Optimized YOLO Model for Active Mobility Detection in Citizen-Led Urban Analytics},
  booktitle = {Transport Research Arena (TRA) 2026},
  year = {2026},
  pubstate = {inpress},
  note = {Presented; proceedings in press}
}

@inproceedings{w06,
  author = {Tamagusko, Tiago and Ferreira, Adelino},
  title = {Pavement Performance Prediction using Machine Learning: Supervised Learning with Tree-Based Algorithms},
  booktitle = {Transportation Research Procedia},
  year = {2025},
  volume = {82},
  pages = {2521--2531},
  doi = {10.1016/j.trpro.2024.12.202},
  citations = {14}
}

@inproceedings{w12,
  author = {Tamagusko, Tiago and Ferreira, Adelino},
  title = {Optimizing Pothole Detection in Pavements: A Comparative Analysis of Deep Learning Models},
  booktitle = {Engineering Proceedings},
  year = {2023},
  date = {2023-06-30},
  volume = {36},
  pages = {11},
  doi = {10.3390/engproc2023036011},
  publisher = {MDPI},
  citations = {21}
}

@inproceedings{w14,
  author = {Tamagusko, Tiago and Ferreira, Adelino},
  title = {Machine Learning Applied to Flexible Pavement Performance Prediction},
  booktitle = {XV Congreso de Ingeniería del Transporte (CIT 2023)},
  address = {San Cristóbal de La Laguna},
  year = {2023},
  pages = {1033--1039},
  isbn = {978-84-09-48462-1}
}

@inproceedings{w15,
  author = {Tamagusko, Tiago and Ferreira, Adelino},
  title = {Data analysis applied to airport pavement design},
  booktitle = {Road and Rail Infrastructure VII: Proceedings of the 7th International Conference on Road and Rail Infrastructure (CETRA 2022)},
  year = {2022},
  date = {2022-05-11},
  pages = {419--425},
  doi = {10.5592/CO/CETRA.2022.1364},
  citations = {1}
}

@inproceedings{w16,
  author = {Tamagusko, Tiago and Gomes Correia, Matheus and Huynh, Minh Anh and Ferreira, Adelino},
  title = {Deep Learning applied to Road Accident Detection with Transfer Learning and Synthetic Images},
  booktitle = {Transportation Research Procedia},
  year = {2022},
  volume = {64},
  pages = {90--97},
  doi = {10.1016/j.trpro.2022.09.012},
  citations = {63}
}

@inproceedings{w22,
  author = {Guerson, Leonardo and Otto, Gustavo G. and Gevaerd, Bruno M. and Tamagusko, Tiago and Mattar Valente, Amir},
  title = {Test Site for Evaluation of High-Speed {WIM} and {ITS} Solutions in Brazilian Conditions},
  booktitle = {{ICWIM7}: 7th International Conference on Weigh-in-Motion \& {PIARC} Workshop},
  editor = {Jacob, B. and Schmidt, F.},
  publisher = {ISWIM and Ifsttar},
  year = {2016},
  pages = {65--74},
  address = {Foz do Iguaçu, Brazil}
}

@incollection{w07,
  author = {Tamagusko, Tiago and Ferreira, Adelino},
  title = {Asphalt Pavement Performance Prediction Using Ensemble Learning Methods},
  booktitle = {Transport Transitions: Advancing Sustainable and Inclusive Mobility},
  series = {Lecture Notes in Mobility},
  publisher = {Springer Nature Switzerland},
  year = {2026},
  date = {2025-10-04},
  pages = {153--159},
  doi = {10.1007/978-3-032-04774-8_23},
  note = {Online October 4, 2025; print 2026},
  editor = {McNally, C. and others},
  citations = {1}
}

@incollection{w20,
  author = {Tamagusko, Tiago and Ferreira, Adelino},
  title = {Software Tools for Airport Pavement Design},
  booktitle = {Trends and Innovations in Information Systems and Technologies},
  series = {Advances in Intelligent Systems and Computing},
  volume = {1160},
  publisher = {Springer},
  year = {2020},
  date = {2020-06-08},
  pages = {66--76},
  doi = {10.1007/978-3-030-45691-7_7},
  editor = {Rocha, Á. and others},
  eventtitle = {WorldCIST 2020},
  citations = {8}
}

@techreport{w05,
  author = {{Data Study Group Team}},
  title = {Data Study Group Final Report: Transport for London - Identifying physical assets on the London Underground},
  institution = {The Alan Turing Institute},
  year = {2025},
  date = {2025-05-30},
  doi = {10.5281/zenodo.15554124},
  addendum = {T. Tamagusko: facilitator and team member}
}