Rui Antunes
From IEETA
| Subject | Natural Language Processing and Deep Learning for Biomedical Knowledge Extraction |  |
|---|---|---|
| Advisor | Sérgio Matos | |
| Group | Biomedical Informatics and Technologies | |
| Status | PhD student | |
| Starts | 2015/10/19 | |
| Ends | 2019/12/30 | |
| Country | Portugal | |
| Projects | ||
| Past projects | ||
| Events | INForum 2017, PACBB'2017 | |
| Proposals | ||
| Personal page |
Publications
Articles in international journals listed in the ISI
- Sérgio Matos, Rui Antunes. Protein-Protein Interaction Article Classification Using a Convolutional Recurrent Neural Network with Pre-trained Word Embeddings. Journal of Integrative Bioinformatics, vol. 14, no. 4, December 2017
- Rui Antunes, Sérgio Matos. Supervised Learning and Knowledge-Based Approaches Applied to Biomedical Word Sense Disambiguation. Journal of Integrative Bioinformatics, vol. 14, no. 4, December 2017
Articles in conference proceedings
- Rui Antunes, Sérgio Matos. Evaluation of word embedding vector averaging functions for biomedical word sense disambiguation. INForum 2017 - Atas do Nono Simpósio de Informática, Aveiro, p. 25-30, October 2017
- Sérgio Matos, Rui Antunes. Identifying Relevant Literature for Precision Medicine Using Deep Neural Networks. Proceedings of the VI BioCreative Challenge Evaluation Workshop, Bethesda, MA, USA, p. 99-101, October 2017
- Rui Antunes, Sérgio Matos. Biomedical Word Sense Disambiguation with Word Embeddings. 11th International Conference on Practical Applications of Computational Biology & Bioinformatics, Porto, p. 273-279, June 2017
- Rui Antunes, Sérgio Matos. Machine Learning with Word Embeddings applied to Biomedical Concept Disambiguation. Proceedings of the 22nd Portuguese Conference on Pattern Recognition, RecPad 2016, Aveiro, p. 77-78, October 2016