Rafael Marin Machado de Souza

According to our database, Rafael Marin Machado de Souza authored at least 6 papers between 2019 and 2025.

Collaborative distances:

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

2025

Feature Selection with Evolutionary and Swarm Algorithms for Multimodal Learning on a Synthetic Dataset.

Rafael Marin Machado de Souza, Lucas Vinicius Buchelt Souza, Deive Leal, Marcio Biczyk, Marcelo Amorim, Leandro Nunes de Castro

Proceedings of the Distributed Computing and Artificial Intelligence, 2025

Bio-inspired Feature Selection in Multi-modal Machine Learning Applied in the Healthcare Domain: A Systematic Review.

Deive A. Leal, Rafael Marin Machado de Souza, Lucas Vinicius Buchelt Souza, Marcio Biczyk, Marcelo Amorim, Leandro Nunes de Castro

Proceedings of the Distributed Computing and Artificial Intelligence, 2025

Pneumonia Detection Based on X-Ray and Blood Tests with Multimodal and Federated Learning.

Alexandre Reeberg de Mello, Leticia A Cechinel, Leandro P. da Silva, Claudio F. G. Santos, Patrick Martins de Faria, Marcio Biczyk, Leandro Nunes de Castro, Vinicius M. P. Guirado, Rafael Marin Machado de Souza

Proceedings of the Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications, 2025

2024

Healthchain - Bidimensional Blockchain for Collaborative and Secure Deep Learning in Healthcare.

Rafael Marin Machado de Souza, Andrew Holm, Marcio Biczyk, Leandro Nunes de Castro

Proceedings of the Distributed Computing and Artificial Intelligence, 2024

Stochastic Simulation Agent for Unknown Inventory Demands in Healthcare Supply Management.

Rafael Marin Machado de Souza, Leandro Nunes de Castro, Marcio Biczyk, Marcos dos Santos, Eder Costa Cassettari

Proceedings of the 13th International Conference on Data Science, 2024

2019

Integrating an Association Rule Mining Agent in an ERP System: A Proposal and a Computational Scalability Analysis.

Rafael Marin Machado de Souza, Fabrício Gomes Vilasbôas, Pollyana Notargiacomo, Leandro Nunes de Castro

Proceedings of the 11th International Conference on Agents and Artificial Intelligence, 2019