Mariana Caravanti de Souza

11 papers Journal 5Unranked 6
YearRankTypeTitle / Venue / Authors
2025 — conf
CLS, Averaging, or Layer Combinations? Embedding Strategies for Text Classification Across BERT Variants.
BRACIS (1)
Eliton Scardin Perin, Mariana Caravanti de Souza, Anderson Bessa Da Costa, Edson Takashi Matsubara
2025 J jnl
DynGraph-BERT: Combining BERT and GNN Using Dynamic Graphs for Inductive Semi-Supervised Text Classification.
Informatics
Eliton Scardin Perin, Mariana Caravanti de Souza, Jonathan de Andrade Silva, Edson Takashi Matsubara
2025 J jnl
Empirical Evaluation on GPU, Overclocking, and LoRA for Deep Learning on Embedded Systems.
IEEE Access
Evandro Raphaloski, Mariana Caravanti de Souza, Edson Takashi Matsubara
2025 — conf
Positive and Unlabeled Graph Learning with Large Language Models for Fake News Detection.
BRACIS (2)
Guilherme Henrique Messias, Mariana Caravanti de Souza, Yanni Marcela Gameiro, Sylvia Iasulaitis, Eloize Rossi Marques Seno, Solange Oliveira Rezende, Alan Demétrius Baria Valejo
2025 — conf
Reducing Costs in Large-Scale Classification: A Hybrid BERT-LLM Strategy.
SBAC-PADW
Augusto Cesar Dalal Miranda, Matheus Yasuo Ribeiro Utino, Marcos Paulo Silva Gôlo, Marcela Aparecida Aniceto dos Santos, Mariana Caravanti de Souza
2024 J jnl
Keywords attention for fake news detection using few positive labels.
Inf. Sci.
Mariana Caravanti de Souza, Marcos Paulo Silva Gôlo, Alípio Mário Jorge, Evelin Carvalho Freire de Amorim, Ricardo Nuno Taborda Campos, Ricardo Marcondes Marcacini, Solange Oliveira Rezende
2023 J jnl
One-class learning for fake news detection through multimodal variational autoencoders.
Eng. Appl. Artif. Intell.
Marcos Paulo Silva Gôlo, Mariana Caravanti de Souza, Rafael Geraldeli Rossi, Solange Oliveira Rezende, Bruno Magalhães Nogueira, Ricardo Marcondes Marcacini
2022 J jnl
A network-based positive and unlabeled learning approach for fake news detection.
Mach. Learn.
Mariana Caravanti de Souza, Bruno Magalhães Nogueira, Rafael Geraldeli Rossi, Ricardo Marcondes Marcacini, Brucce Neves dos Santos, Solange Oliveira Rezende
2021 — conf
A Heterogeneous Network-Based Positive and Unlabeled Learning Approach to Detect Fake News.
BRACIS (2)
Mariana Caravanti de Souza, Bruno M. Nogueira, Rafael Geraldeli Rossi, Ricardo M. Marcacini, Solange O. Rezende
2021 — conf
Learning Textual Representations from Multiple Modalities to Detect Fake News Through One-Class Learning.
WebMedia
Marcos P. S. Gôlo, Mariana Caravanti de Souza, Rafael Geraldeli Rossi, Solange O. Rezende, Bruno Magalhães Nogueira, Ricardo M. Marcacini
2018 — conf
Reverse Engineering of Gene Regulatory Networks Combining Dynamic Bayesian Networks and Prior Biological Knowledge.
ICCSA (1)
Mariana Caravanti de Souza, Carlos H. A. Higa