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2020 – today
- 2024
[c7]Marcelo Dias
, Carlos Santos, Marilton S. de Aguiar, Daniel Welfer, Alejandro Pereira, Fernando Ollé:
DRAT: A semi-supervised tool for automatic annotation of lesions caused by diabetic retinopathy. SBSI 2024: 57:1-57:9- 2023
- [j2]Carlos Silva, Marilton S. de Aguiar, Daniel Welfer, Marcelo Dias, Alejandro Pereira, Marcelo Ribeiro, Bruno Belloni:
A New Approach for Fundus Lesions Instance Segmentation Based on Mask R-CNN X101-FPN Pre-Trained Architecture. IEEE Access 11: 43603-43618 (2023) - [c6]Alejandro Pereira, Carlos Silva, Marilton S. de Aguiar, Daniel Welfer, Marcelo Dias, Marcelo Ribeiro, Reza Ahmadi:
Detection of retinal microlesions through YOLOR-CSP architecture and image slicing with the SAHI algorithm. IJCNN 2023: 1-8 - 2021
- [j1]Carlos Abel Córdova Sáenz, Marcelo Dias, Karin Becker:
Assessing the combination of DistilBERT news representations and difusion topological features to classify fake news. J. Inf. Data Manag. 12(1) (2021)
2010 – 2019
- 2017
- [c5]Tiago Zini, Karin Becker, Marcelo Dias:
INF-UFRGS at SemEval-2017 Task 5: A Supervised Identification of Sentiment Score in Tweets and Headlines. SemEval@ACL 2017: 837-841 - 2016
- [c4]Marcelo Dias, Karin Becker:
Detecção semi-supervisionada de posicionamento em tweets baseada em regras de sentimento. SBBD 2016: 40-51 - [c3]Marcelo Dias, Karin Becker:
INF-UFRGS-OPINION-MINING at SemEval-2016 Task 6: Automatic Generation of a Training Corpus for Unsupervised Identification of Stance in Tweets. SemEval@NAACL-HLT 2016: 378-383 - [c2]Marcelo Dias, Karin Becker:
An Heuristics-Based, Weakly-Supervised Approach for Classification of Stance in Tweets. WI 2016: 73-80 - 2014
- [c1]Mickael da Costa, Davide Carneiro, Marcelo Dias, Paulo Novais:
How Musical Selection Impacts the Performance of the Interaction with the Computer. IDC 2014: 19-28
2000 – 2009
- 2009
- [b1]Marcelo Dias:
Artificial generation of populations for machine learning classifiers training to glaucoma diagnosis support (Geração de populações artificiais para treinamento de classificadores de apoio ao diagnóstico de glaucoma). University of São Paulo, Brazil, 2009
Coauthor Index
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