Reverse Engineering of Gene Regulatory Networks Combining Dynamic Bayesian Networks and Prior Biological Knowledge. - Mariana Caravanti de Souza; Carlos H. A. Higa (ICCSA (1), 2018)

A Heterogeneous Network-Based Positive and Unlabeled Learning Approach to Detect Fake News. - Mariana Caravanti de Souza; Bruno M. Nogueira 001; Rafael Geraldeli Rossi; Ricardo M. Marcacini; Solange O. Rezende (BRACIS (2), 2021)

Learning Textual Representations from Multiple Modalities to Detect Fake News Through One-Class Learning. - Marcos P. S. Gôlo; Mariana Caravanti de Souza; Rafael Geraldeli Rossi; Solange O. Rezende; Bruno Magalhães Nogueira 001; Ricardo M. Marcacini (WebMedia, 2021)

A network-based positive and unlabeled learning approach for fake news detection. - Mariana Caravanti de Souza; Bruno Magalhães Nogueira 001; Rafael Geraldeli Rossi; Ricardo Marcondes Marcacini; Brucce Neves dos Santos; Solange Oliveira Rezende (Mach. Learn., 2022)

One-class learning for fake news detection through multimodal variational autoencoders. - Marcos Paulo Silva Gôlo; Mariana Caravanti de Souza; Rafael Geraldeli Rossi; Solange Oliveira Rezende; Bruno Magalhães Nogueira 001; Ricardo Marcondes Marcacini (Eng. Appl. Artif. Intell., 2023)

Keywords attention for fake news detection using few positive labels. - 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 (Inf. Sci., 2024)

Empirical Evaluation on GPU, Overclocking, and LoRA for Deep Learning on Embedded Systems. - Evandro Raphaloski; Mariana Caravanti de Souza; Edson Takashi Matsubara (IEEE Access, 2025)

DynGraph-BERT: Combining BERT and GNN Using Dynamic Graphs for Inductive Semi-Supervised Text Classification. - Eliton Scardin Perin; Mariana Caravanti de Souza; Jonathan de Andrade Silva; Edson Takashi Matsubara (Informatics, 2025)