Publications

Articles

International Journal Articles: 3

2020

- Jorge Pereira and João Miguel Cordeiro Monteiro and Joel Silva and Jacinto Estima and Bruno Martins, Assessing Flood Severity from Crowdsourced Social Media Photos with Deep Neural Networks, article in Multimedia Tools and Applications, to appear on 2020, Springer Netherlands [bibTex] [PDF]
- Jacinto Estima and Bruno Martins and João Miguel Cordeiro Monteiro and Joel Silva and Maria Dias, Semantic segmentation and colorization of grayscale aerial imagery with W‐Net models, article in Expert Systems vol. 37 (6), Dec. 2020, Wiley-Blackwell Publishing Ltd [DOI Article link] [bibTex]

2019

- Luís Borges and Bruno Martins and Pável Calado, Combining similarity features and deep representation learning for stance detection in the context of checking fake news, article in ACM Journal of Data and Information Quality vol. 9 (39), Apr. 2019 [bibTex]

International Conferences: 1

2020

- Mário Cardoso and Jacinto Estima and Bruno Martins, Spatio-Temporal Forecasting With Gridded Remote Sensing Data Using Feed-Backward Decoding, presented at Proceedings of the 28th International Conference on Advances in Geographic Information Systems, Nov. 2020 [DOI Article link] [bibTex]

Dissertations

MSc Theses: 3

2020

- Marta Gonçalves Barcia Gonzalez advised by Alberto Rodrigues da Silva and Bruno Martins, RiverCure Portal: Collaborative GeoPortal for Curatorship of Digital Resources in the Water Management Domain, MSc Thesis at IST, Oct. 2020 [bibTex]

2019

- Ângela Margarida Gonçalves Ferreira advised by Luísa Coheur and Bruno Martins, Question Generation With Deep Neural Networks, MSc Thesis, Jul. 2019 [bibTex]
- Duarte Pompeu advised by Bruno Martins and David Martins de Matos, Interpretable Deep Learning Methods for Classifying Folktales According to the Aarne-Thompson-Uther Scheme, MSc Thesis at Instituto Superior Técnico, Universidade de Lisboa, Jun. 2019 [bibTex]

as Editors

Edited Proceedings: 1

2020

- André Martins and Helena Moniz and Sara Fumega and Bruno Martins and Fernando Batista and Luísa Coheur and Carla Parra and Isabel Trancoso and Marco Turchi and Arianna Bisazza and Joss Moorkens and Ana Guerberof and Mary Nurminen and Lena Marg and Mikel L. Forcada, editors, Proceedings of the 22nd Annual Conference of the European Association for Machine Translation, Oct. 2020, European Association for Machine Translation [bibTex]