Publications

Articles

International Journal Articles: 2

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]

2017

- Miguel Costa and Daniel Gomes and Mário J. Silva, The evolution of web archiving, article in International Journal on Digital Libraries vol. 18 (18) pp. 191-205, Sep. 2017, Springer [Article] [DOI Article link] [bibTex]

International Conferences: 2

2018

- Danielle Caled and Mário J. Silva, FTR-18: Collecting rumours on football transfer news, presented at 2nd International Workshop on Rumours and Deception in Social Media (RDSM), Nov. 2018 [bibTex] [PDF]

2017

- Francisco Miguel Caramelo Duarte and Bruno Martins and Cátia Sousa Pinto and Mário J. Silva, A Deep Learning Method for ICD-10 Coding of Free-Text Death Certificates, presented at EPIA 2017: Progress in Artificial Intelligence, Aug. 2017 [DOI Article link] [bibTex]

Dissertations

PhD Theses: 2

2018

- Baojiang Yang advised by Mário J. Silva, Essays in telecomunnication policy, PhD Thesis, May. 2018 [bibTex]
- Silvio Moreira advised by Mário J. Silva and Paula Carvalho, Agile Social Media Analysis with Neural Networks, PhD Thesis at IST, Jan. 2018 [bibTex] [PDF]

MSc Theses: 13

2018

- Fernando Jorge Vicente Marçal Liça advised by Pável Calado and Mário J. Silva, Census Optimization Using Machine Learning Techniques, MSc Thesis at Instituto Superior Técnico, Universidade de Lisboa, Oct. 2018 [bibTex]
- Sebastião Salema Cordeiro Aboim de Barros advised by Mário J. Silva and Francisca Leite, Conformance Checking for Care Pathway Compliance Assessment, MSc Thesis, Oct. 2018 [bibTex]
- 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]

2017

- Lufialuiso Sampaio Velho advised by Mário J. Silva and Pável Calado, Emparelhamento de Dados Censitários, MSc Thesis, Nov. 2017 [bibTex] [PDF]
- Rui Menezes da Silva advised by Mário J. Silva and Pável Calado, Matching Census Data Records, MSc Thesis at Instituto Superior Técnico, Universidade de Lisboa, Nov. 2017 [bibTex] [PDF]
- Tiago André Ferreira Castanheira advised by Mário J. Silva and Bruno Martins, Sleep Desorders Clinical Database, MSc Thesis at Instituto Superior Técnico, Universidade de Lisboa, Nov. 2017 [bibTex] [PDF]
- Barbara Luis Sequeira de Pinho advised by Mário J. Silva and Bruno Martins, Sleep Desorders Clinical Database, MSc Thesis at Instituto Superior Técnico, Universidade de Lisboa, Nov. 2017 [bibTex] [PDF]
- Nuno Pires advised by Daniel Jorge Viegas Gonçalves and Mário J. Silva, Visualização de Doenças Transmissíveis, MSc Thesis, Nov. 2017 [bibTex]
- Francisco Ribeiro Duarte advised by Mário J. Silva and Bruno Martins, Automated Classification of Causes of Mortality, MSc Thesis at Instituto Superior Técnico, Universidade de Lisboa, Oct. 2017 [bibTex]
- Diogo Filipe Pimenta Andrade advised by Mário J. Silva and Bruno Martins, A Prototype Infrastructure for Sentinel Earth Observation Data Relative to Portugal, MSc Thesis at Instituto Superior Técnico, Universidade de Lisboa, Jun. 2017 [bibTex] [PDF]