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Rafael Marin Machado de Souza

Publication record assembled from the DBLP archive of ranked conferences.

Papers indexed

7

Venues

5

Active years

2019–2026

Best venue rank

National

Where they publish

Papers

7 indexed papers, newest first.

YearVenueTitleAuthors
2026GECCOBio-inspired Feature Selection for Synthetic Datasets in Multimodal Learning.Deive Audieres Leal, Rafael Marin Machado de Souza, Leandro Nunes de Castro
2025CIARPPneumonia 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
2025DCAIBio-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
2025DCAIFeature 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
2024DATAStochastic 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
2024DCAIHealthchain - Bidimensional Blockchain for Collaborative and Secure Deep Learning in Healthcare.Rafael Marin Machado de Souza, Andrew Holm, Marcio Biczyk, Leandro Nunes de Castro
2019ICAARTIntegrating an Association Rule Mining Agent in an ERP System: A Proposal and a Computational Scalability Analysis.Rafael Marin Machado de Souza, Fabrcio Gomes Vilasbas, Pollyana Notargiacomo, Leandro Nunes de Castro