Sergio Guilherme Aleixo de Matos
AuthID: R-000-N50
21
TITLE: BIT.UA at MedProcNer: Discovering Medical Procedures in Spanish Using Transformer Models with MCRF and Augmentation
AUTHORS: Tiago Almeida; Richard A Jonker; Roshan Poudel; Jorge Silva; Sérgio Matos;
PUBLISHED: 2023, SOURCE: 24th Working Notes of the Conference and Labs of the Evaluation Forum, CLEF-WN 2023 in CEUR Workshop Proceedings, VOLUME: 3497
AUTHORS: Tiago Almeida; Richard A Jonker; Roshan Poudel; Jorge Silva; Sérgio Matos;
PUBLISHED: 2023, SOURCE: 24th Working Notes of the Conference and Labs of the Evaluation Forum, CLEF-WN 2023 in CEUR Workshop Proceedings, VOLUME: 3497
INDEXED IN: 
Scopus
Scopus22
TITLE: BIT.UA at BioASQ 11B: Two-Stage IR with Synthetic Training and Zero-Shot Answer Generation
AUTHORS: Tiago Almeida; Richard A Jonker; Roshan Poudel; Jorge Silva; Sérgio Matos;
PUBLISHED: 2023, SOURCE: 24th Working Notes of the Conference and Labs of the Evaluation Forum, CLEF-WN 2023 in CEUR Workshop Proceedings, VOLUME: 3497
AUTHORS: Tiago Almeida; Richard A Jonker; Roshan Poudel; Jorge Silva; Sérgio Matos;
PUBLISHED: 2023, SOURCE: 24th Working Notes of the Conference and Labs of the Evaluation Forum, CLEF-WN 2023 in CEUR Workshop Proceedings, VOLUME: 3497
INDEXED IN: Scopus
Scopus23
TITLE: DyPrune: Dynamic Pruning Rates for Neural Networks
AUTHORS: Aires Jonker, Richard Adolph; Poudel, Roshan; Fajarda, Olga; Oliveira, Jose Luis; Lopes, Rui Pedro; Matos, Sergio;
PUBLISHED: 2023, SOURCE: 22nd EPIA Conference on Artificial Intelligence (EPIA) in PROGRESS IN ARTIFICIAL INTELLIGENCE, EPIA 2023, PT I, VOLUME: 14115
AUTHORS: Aires Jonker, Richard Adolph; Poudel, Roshan; Fajarda, Olga; Oliveira, Jose Luis; Lopes, Rui Pedro; Matos, Sergio;
PUBLISHED: 2023, SOURCE: 22nd EPIA Conference on Artificial Intelligence (EPIA) in PROGRESS IN ARTIFICIAL INTELLIGENCE, EPIA 2023, PT I, VOLUME: 14115
24
TITLE: DyPrune: Dynamic Pruning Rates for Neural Networks
AUTHORS: Richard Adolph Aires Jonker; Roshan Poudel; Olga Fajarda; José Luís Oliveira; Rui Pedro Lopes; Sérgio Matos;
PUBLISHED: 2023, SOURCE: Progress in Artificial Intelligence - 22nd EPIA Conference on Artificial Intelligence, EPIA 2023, Faial Island, Azores, September 5-8, 2023, Proceedings, Part I, VOLUME: 14115
AUTHORS: Richard Adolph Aires Jonker; Roshan Poudel; Olga Fajarda; José Luís Oliveira; Rui Pedro Lopes; Sérgio Matos;
PUBLISHED: 2023, SOURCE: Progress in Artificial Intelligence - 22nd EPIA Conference on Artificial Intelligence, EPIA 2023, Faial Island, Azores, September 5-8, 2023, Proceedings, Part I, VOLUME: 14115
INDEXED IN: 
DBLP
DBLP IN MY: DBLP
DBLP25
TITLE: Feature-Based Classification of Archaeal Sequences Using Compression-Based Methods
AUTHORS: Jorge Miguel Silva; Diogo Pratas; Tânia Caetano; Sérgio Matos;
PUBLISHED: 2022, SOURCE: 10th Iberian Conference on Pattern Recognition and Image Analysis, IbPRIA 2022 in Pattern Recognition and Image Analysis - 10th Iberian Conference, IbPRIA 2022, Aveiro, Portugal, May 4-6, 2022, Proceedings, VOLUME: 13256
AUTHORS: Jorge Miguel Silva; Diogo Pratas; Tânia Caetano; Sérgio Matos;
PUBLISHED: 2022, SOURCE: 10th Iberian Conference on Pattern Recognition and Image Analysis, IbPRIA 2022 in Pattern Recognition and Image Analysis - 10th Iberian Conference, IbPRIA 2022, Aveiro, Portugal, May 4-6, 2022, Proceedings, VOLUME: 13256
INDEXED IN: Scopus DBLP
Scopus DBLP IN MY: DBLP
DBLP26
TITLE: Chemical identification and indexing in PubMed full-text articles using deep learning and heuristics
AUTHORS: Almeida, Tiago; Antunes, Rui; Silva, Joao F.; Almeida, Joao R.; Matos, Sergio;
PUBLISHED: 2022, SOURCE: DATABASE-THE JOURNAL OF BIOLOGICAL DATABASES AND CURATION, VOLUME: 2022
AUTHORS: Almeida, Tiago; Antunes, Rui; Silva, Joao F.; Almeida, Joao R.; Matos, Sergio;
PUBLISHED: 2022, SOURCE: DATABASE-THE JOURNAL OF BIOLOGICAL DATABASES AND CURATION, VOLUME: 2022
27
TITLE: Deep Learning solutions based on fixed contextualized embeddings from PubMedBERT on BioASQ 10b and traditional IR in Synergy PDF
AUTHORS: Tiago Almeida; André Pinho; Rodrigo Pereira; Sérgio Matos;
PUBLISHED: 2022, SOURCE: Proceedings of the Working Notes of CLEF 2022 - Conference and Labs of the Evaluation Forum, Bologna, Italy, September 5th - to - 8th, 2022., VOLUME: 3180
AUTHORS: Tiago Almeida; André Pinho; Rodrigo Pereira; Sérgio Matos;
PUBLISHED: 2022, SOURCE: Proceedings of the Working Notes of CLEF 2022 - Conference and Labs of the Evaluation Forum, Bologna, Italy, September 5th - to - 8th, 2022., VOLUME: 3180
INDEXED IN: DBLP
DBLP IN MY: DBLP
DBLP28
TITLE: Chemical identification and indexing in PubMed full-text articles using deep learning and heuristics
AUTHORS: Tiago Almeida; Rui Antunes; João Figueira Silva; João Rafael Almeida; Sérgio Matos;
PUBLISHED: 2022, SOURCE: Database J. Biol. Databases Curation, VOLUME: 2022, ISSUE: 2022
AUTHORS: Tiago Almeida; Rui Antunes; João Figueira Silva; João Rafael Almeida; Sérgio Matos;
PUBLISHED: 2022, SOURCE: Database J. Biol. Databases Curation, VOLUME: 2022, ISSUE: 2022
INDEXED IN: DBLP
DBLP IN MY: DBLP
DBLP29
TITLE: The complexity landscape of viral genomes
AUTHORS: Silva, Jorge Miguel; Pratas, Diogo; Caetano, Tania; Matos, Sergio;
PUBLISHED: 2022, SOURCE: GIGASCIENCE, VOLUME: 11
AUTHORS: Silva, Jorge Miguel; Pratas, Diogo; Caetano, Tania; Matos, Sergio;
PUBLISHED: 2022, SOURCE: GIGASCIENCE, VOLUME: 11
30
TITLE: Modelling patient trajectories using multimodal information
AUTHORS: Silva, JF; Matos, S;
PUBLISHED: 2022, SOURCE: Journal of Biomedical Informatics, VOLUME: 134
AUTHORS: Silva, JF; Matos, S;
PUBLISHED: 2022, SOURCE: Journal of Biomedical Informatics, VOLUME: 134
