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]

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]

2018

- Francisco Miguel Caramelo Duarte and Bruno Martins and Cátia Sousa Pinto and Mário J. Silva, Deep neural models for ICD-10 coding of death certificates and autopsy reports in free-text, article in Journal of Biomedical Informatics vol. 80 pp. 64-77, Apr. 2018, Elsevier [Article] [DOI Article link] [bibTex]

International Conferences: 2

2018

- Hugo Rosa and Joao P. Carvalho and Pável Calado and Bruno Martins and Luísa Coheur and Ricardo Ribeiro, Using Fuzzy Fingerprints for Cyberbullying Detection in Social Networks, presented at 2018 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE), Jul. 2018 [bibTex] [PDF]
- Nuno Freire and Bruno Martins and Pável Calado, Availability of cultural heritage structured metadata in the world wide web, presented at 22nd International Conference on Electronic Publishing, Jun. 2018 [bibTex]

Dissertations

MSc Theses: 5

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]

2018

- Rafael Alexandre Pires de Miranda advised by Bruno Martins and Mário J. Silva, Deep Learning for Multi-Label ICD-10 Classification of Hospital Discharge Summaries, MSc Thesis, Oct. 2018 [bibTex]
- Filipe Flores Monteiro advised by Bruno Martins and Mário J. Silva, Predicting Restaurant Inspection Scores Based on Yelp Data and Sanitary Inspection Reports, MSc Thesis at Instituto Superior Técnico, Universidade de Lisboa, Oct. 2018 [bibTex]
- Miguel Felicio Raposo Vieira advised by Mário J. Silva and Bruno Martins, EpiMass: A Clinical and Epidemiological Platform for Mass Gatherings, MSc Thesis, Jun. 2018 [bibTex]