Nícolas Roque dos Santos

According to our database, Nícolas Roque dos Santos authored at least 5 papers between 2023 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2025

One-mode Projection of Bipartite Graphs for Text Classification using Graph Neural Networks.

Nícolas Roque dos Santos, Diego Minatel, Alan Demétrius Baria Valejo, Alneu de Andrade Lopes

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

A DIF-Driven Threshold Tuning Method for Improving Group Fairness.

Diego Minatel, Antonio Rafael Sabino Parmezan, Nícolas Roque dos Santos, Mariana Curi, Alneu de Andrade Lopes

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

2024

Semi-Supervised Coarsening of Bipartite Graphs for Text Classification via Graph Neural Network.

Nícolas Roque dos Santos, Diego Minatel, Alan Demétrius Baria Valejo, Alneu de Andrade Lopes

Proceedings of the 11th IEEE International Conference on Data Science and Advanced Analytics, 2024

2023

Unfairness in Machine Learning for Web Systems Applications.

Diego Minatel, Nícolas Roque dos Santos, Angelo Cesar Mendes da Silva, Mariana Curi, Ricardo Marcondes Marcacini, Alneu de Andrade Lopes

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

Bipartite Graph Coarsening for Text Classification Using Graph Neural Networks.

Nícolas Roque dos Santos, Diego Minatel, Alan Demétrius Baria Valejo, Alneu de Andrade Lopes

Proceedings of the Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications, 2023