Marcos P. S. Gôlo

According to our database, Marcos P. S. Gôlo authored at least 16 papers between 2021 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

How do financial time series enhance the detection of news significance in market movements? A study using graph neural networks with heterogeneous representations.

Ivan J. Reis Filho, Marcos P. S. Gôlo, Ricardo M. Marcacini, Solange O. Rezende

Neural Comput. Appl., January, 2025

One-class graph autoencoder: A new end-to-end, low-dimensional, and interpretable approach for node classification.

Marcos Paulo Silva Gôlo, José Gilberto Barbosa de Medeiros Júnior, Diego Furtado Silva, Ricardo Marcondes Marcacini

Inf. Sci., 2025

Large Language Models Ensemble for Biochemical Properties Detection in Scientific Articles.

Marcos Paulo Silva Gôlo, José Gilberto Barbosa de Medeiros Júnior, Gabriele Souza Vilas Boas, Fábio Manoel França Lobato, Diego Furtado Silva, Ricardo Marcondes Marcacini

Proceedings of the Joint Proceedings of the Fourth International Workshop on LLM-Integrated Knowledge Graph Generation From Text (TEXT2KG) and the Second International BiKE Challenge co-located with the Extended Semantic Web Conference (ESWC 2025), 2025

Efficient Filtering with BERT Embeddings for Researcher-Topic Affinity Prediction in HPC Pipelines.

Matheus Yasuo Ribeiro Utino, Marcos Paulo Silva Gôlo

Proceedings of the 37th IEEE/SBC International Symposium on Computer Architecture and High Performance Computing, 2025

Reducing Costs in Large-Scale Classification: A Hybrid BERT-LLM Strategy.

Augusto Cesar Dalal Miranda, Matheus Yasuo Ribeiro Utino, Marcos Paulo Silva Gôlo, Marcela Aparecida Aniceto Dos Santos, Mariana Caravanti de Souza

Proceedings of the 37th IEEE/SBC International Symposium on Computer Architecture and High Performance Computing, 2025

One-Class Lightweight Interpretable Filtering For Academic Profiles and Strategic Themes Affinity.

Marcos Paulo Silva Gôlo, Matheus Yasuo Ribeiro Utino

Proceedings of the 37th IEEE/SBC International Symposium on Computer Architecture and High Performance Computing, 2025

Improving Natural Product Knowledge Extraction from Academic Literature with Enhanced PDF Text Extraction and Large Language Models.

Paulo Viviurka Do Carmo, Marcos Paulo Silva Gôlo, Jonas Gwozdz, Edgard Marx, Ricardo Marcondes Marcacini

Proceedings of the 40th ACM/SIGAPP Symposium on Applied Computing, 2025

2024

Unsupervised Heterogeneous Graph Neural Networks for One-Class Tasks: Exploring Early Fusion Operators.

Marcos Paulo Silva Gôlo, Marcelo Isaias de Moraes, Rudinei Goularte, Ricardo Marcondes Marcacini

J. Interact. Syst., 2024

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

OLGA: One-cLass Graph Autoencoder.

Marcos Paulo Silva Gôlo, José Gilberto Barbosa de Medeiros Júnior, Diego Furtado Silva, Ricardo Marcondes Marcacini

CoRR, 2024

One-Class Learning for Data Stream Through Graph Neural Networks.

Marcos Paulo Silva Gôlo, João Gama, Ricardo Marcondes Marcacini

Proceedings of the Intelligent Systems - 34th Brazilian Conference, 2024

2023

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, Ricardo Marcondes Marcacini

Eng. Appl. Artif. Intell., 2023

On the Use of Early Fusion Operators on Heterogeneous Graph Neural Networks for One-Class Learning.

Marcos Paulo Silva Gôlo, Marcelo Isaias de Moraes, Rudinei Goularte, Ricardo Marcondes Marcacini

Proceedings of the 29th Brazilian Symposium on Multimedia and the Web, 2023

2022

Detecting relevant app reviews for software evolution and maintenance through multimodal one-class learning.

Marcos P. S. Gôlo, Adailton Ferreira Araujo, Rafael Geraldeli Rossi, Ricardo M. Marcacini

Inf. Softw. Technol., 2022

Opinion mining for app reviews: an analysis of textual representation and predictive models.

Adailton Ferreira de Araújo, Marcos P. S. Gôlo, Ricardo M. Marcacini

Autom. Softw. Eng., 2022

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, Ricardo M. Marcacini

Proceedings of the WebMedia '21: Brazilian Symposium on Multimedia and the Web, 2021