Publications
Journal papers
Conference papers
Book chapters
Oral presentations
PhD thesis
Master thesis
Under development
Journal papers
- Rong, H., Teixeira, A.P., and Guedes Soares, C. (2022), “Maritime traffic probabilistic prediction based on ship motion pattern extraction“, Reliab Eng Syst Saf, 217:108061.
- Rong, H., Teixeira, A.P., and Guedes Soares, C. (2022), “Ship collision avoidance behaviour recognition and analysis based on AIS data“, Ocean Engineering, 245:110479.
- Silveira, P.A.M., Teixeira, A.P., and Guedes Soares, C. (2022), “A method to extract the quaternion ship domain parameters from AIS data“, Ocean Engineering, Vol. 257, 111568.
- Yu, Q., Teixeira, A.P., Liu, K., and Guedes Soares, C. (2022). “Framework and application of multi-criteria ship collision risk assessment“, Ocean Engineering, 250:111006.
- Silveira, P.A.M., Teixeira, A.P., Figueira, J.R., and Guedes Soares, C. (2021), “A multicriteria outranking approach for ship collision risk assessment”, Reliability Engineering and System Safety, 214: 107789.
- Rong, H., Teixeira A.P., and Guedes Soares C. (2021), “Spatial correlation analysis of near ship collision hotspots with local maritime traffic characteristics”, Reliability Engineering and System Safety; 209:107463.
- Yu, Q., Teixeira, A.P., Liu, K., Rong, H., and Guedes Soares, C. (2021), “An integrated dynamic ship risk model based on Bayesian Networks and Evidential Reasoning”, Reliability Engineering and System Safety; 107993.
- Dinis, D., Teixeira, A.P., and Guedes Soares C. (2020), “Probabilistic Approach for Characterizing the Static Risk of Ships Using Bayesian Networks”, Reliability Engineering & System Safety; 203: 107073.
- Rong, H., Teixeira, A.P., and Guedes Soares, C. (2020), “Data mining approach to shipping route characterization and anomaly detection based on AIS data”, Ocean Engineering; vol. 198, 106936.
- Yang, Z., Yang, Z., and Teixeira, A.P. (2020). “Comparative analysis of the impact of new inspection regime on port state control inspection”, Transport Policy, 92, 65–80.
- Yu, Q., Liu, K., Teixeira, A.P., and Guedes Soares, C. (2020), “Assessment of the Influence of Offshore Wind Farms on Ship Traffic Flow Based on AIS Data”, Journal of Navigation, 73(1): pp. 131-148.
- Rong, H., Teixeira, A.P., and Guedes Soares, C. (2019), “Ship trajectory uncertainty prediction based on a Gaussian Process
model”, Ocean Engineering, 182, pp. 499–511. - Silveira, P.A.M., Teixeira, A.P., and Guedes Soares, C. (2019), “AIS based shipping routes using the Dijkstra algorithm”, TransNav the International Journal on Marine Navigation and Safety of Sea Transportation, 13(3), pp. 565-571.
Conference papers
- Rong, H., Teixeira, A.P., and Guedes Soares, C. (2021), “Maritime traffic network extraction and application based on AIS data“, 6th International Conference on Transportation Information and Safety (ICTIS 2021), pp. 1244-1252.
- Rong, H., Teixeira, A.P., and Guedes Soares, C. (2019), “Risk of ship near collision scenarios off the coast of Portugal”, Proceedings of the 29th European Safety and Reliability Conference (ESREL2019), Michael Beer and Enrico Zio (eds.) Published by Research Publishing, Singapore, Hannover, Germany, 22 – 26 September 2019.
Book chapters
- Rong, H., Teixeira, A.P., and Guedes Soares, C. (2022), “Ship abnormal behaviour detection off the continental coast of Portugal“, Trends in Maritime Technology and Engineering, Guedes Soares, C., and Santos T.A., (Eds.), Taylor and Francis, London, UK, Vol 1, pp. 221-230.
- Antão, P., Teixeira, A.P., and Guedes Soares, C. (2021), “Statistical characterization of risk influencing factors in ship collision accidents”, Developments in Maritime Technology and Engineering, Guedes Soares, C. and Santos T.A., (Eds.), Taylor and Francis, London, UK, Vol 1, pp. 221-230.
- Rong, H., Teixeira, A.P., and Guedes Soares, C. (2021), “Spatial distribution of ship near collisions clusters off the coast of Portugal using AIS data”, Developments in Maritime Technology and Engineering, Guedes Soares, C. and Santos T.A., (Eds.), Taylor and Francis, London, UK, Vol. 1, pp. 175-184.
- Rong, H., Teixeira, A.P., and Guedes Soares, C. (2021), “Spatial-temporal analysis of ship traffic in Azores based on AIS data”, Developments in Maritime Technology and Engineering, Guedes Soares, C. and Santos T.A., (Eds.), Taylor and Francis, London, UK, Vol 1, pp. 185-192.
- Rong, H., Teixeira, A.P., and Guedes Soares, C. (2020), “Collision probability assessment based on uncertainty prediction of ship trajectories”, Developments in the Collision and Grounding of Ships and Offshore Structures, Guedes Soares (Ed.), Taylor & Francis Group, London, pp. 283-290.
Oral presentations
- Teixeira, A.P. (2021), “Maritime Traffic Modelling, Predicition and Abnormal Detection”, Keynote Lecture at the Wuhan University of Technology (ICTIS 2019), December 20, 2021, Wuhan, China.
- Rong, H., Teixeira, A.P., and Guedes Soares, C. (2021), “Maritime traffic network extraction and application based on AIS data”, 6th International Conference on Transportation Information and Safety (ICTIS 2021), October 22-24, 2021, Wuhan, China.
- Teixeira, A.P (2020) “Caracterização e Monitorização do Tráfego Marítimo ao largo da Costa de Portugal”, Workshop on Monitoring and Surveillance of Maritime Traffic off the continental coast of Portugal, IST, Lisbon, Portugal, November 25, 2020.
- Rong, H., Teixeira, A.P., and Guedes Soares, C. (2019), “Risk of ship near collision scenarios off the coast of Portugal”, Proceedings of the 29th European Safety and Reliability Conference (ESREL 2019), Hannover, Germany, 22 – 26 September 2019.
- Silveira, P.A.M., Teixeira, A.P., and Guedes Soares, C. (2019), “AIS based shipping routes using the Dijkstra algorithm”, 13th International Conference on Marine Navigation and Safety of Sea Transportation (TransNav 2019), 12- 14 June 2019, Gdynia, Poland.
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Guedes Soares, C. (2019), “Maritime Traffic Risk Assessment Based on AIS”, Keynote Lecture at the 5th International Conference on Transportation Information and Safety (ICTIS 2019), July 14-17, 2019, Liverpool, UK.
PhD thesis
- Pedro Alexandre Monteiro Silveira (2021), “Ship collision risk assessment based on AIS data and expert opinions”, March 2021, Instituto Superior Técnico, Universidade de Lisboa.
- Hao Rong (under development), “Maritime traffic modelling based on AIS data”, PhD Degree in Naval Architecture and Ocean Engineering, Instituto Superior Técnico, Universidade de Lisboa.
Master thesis
- Rafael Mesquita Lacerda Madureira (2022), “A data driven approach for prediction and optimisation of ship fuel consumption“, Master of Science Degree in Aerospace Engineering, Instituto Superior Técnico, Universidade de Lisboa.
- Pedro Manuel Nunes Pereira Várzea da Silva (2021), “Operational emissions prediction based on specific technical data of different ship types”, Master Degree in Naval Architecture and Ocean Engineering, Instituto Superior Técnico, Universidade de Lisboa.
- Sulong Sun (2020), “Quantitative assessment of ship collision risk influencing factors”, Master Degree in Naval Architecture and Ocean Engineering, Instituto Superior Técnico, Universidade de Lisboa.
- Barbara Lee (2020), “A decision support tool for search and rescue operations off the continental coast of Portugal”, Master Degree in Naval Architecture and Ocean Engineering, Instituto Superior Técnico, Universidade de Lisboa.
- Manuel Luís Canelas Viana de Lemos (2019), “Analysis of accidents and maritime safety”, Master Degree in Naval Architecture and Ocean Engineering, Instituto Superior Técnico, Universidade de Lisboa.
- Antonios Bastoulis, (2019), “Bayesian Network modelling of Port State Control Inspections”, Master Degree in Naval Architecture and Ocean Engineering, Instituto Superior Técnico, Universidade de Lisboa.
- José Correia Pires Pinto Gago, (2018), “Prediction and Simulation of Trajectories of Drifting Objects off the Coast of Portugal”, Master Degree in Naval Architecture and Ocean Engineering, Instituto Superior Técnico, Universidade de Lisboa.
- João Nuno Ribeiro da Silva, (2018), “Methodology for predicting maritime traffic ship emissions using AIS data”, Master Degree in Naval Architecture and Ocean Engineering, Instituto Superior Técnico, Universidade de Lisboa.
Under development
- Antão, P., Sun, S., Teixeira, A.P., and Guedes Soares, C., Quantitative assessment of ship collision risk influencing factors from worldwide accident and fleet data, Reliability Engineering and System Safety.
- Antão, P., Teixeira, A.P., and Guedes Soares, C., Assessment of ship collision risk influencing factors through a Bayesian model using a global accident dataset, Reliability Engineering and System Safety.
- Dinis, D., Teixeira, A.P., Figueira, J.R., A multiple criteria approach for ship risk classification: an alternative to the Paris MoU ship Risk Profile, Expert Systems with Applications.
- Rong, H., Teixeira, A.P., and Guedes Soares, C., A framework for ship abnormal behaviour detection using AIS data, Ocean Engineering.
- Rong, H., Teixeira, A.P., and Guedes Soares, C., The impact of risk indicators on ship collision avoidance behaviour, Nature Communications.