Publications

Marcos De S. Oliveira, Sergio Ricardo De Melo Queiroz, Cleber Zanchettin, Francisco De Assis Tenório De Carvalho (2025). Deep contrastive variational subspace clustering. Neurocomputing.
Cite DOI URL
Marcos De S. Oliveira, Francisco Erivaldo Fernandes, Lukas Cerveny, Flávia Akemi Miyazaki, Leonardo Valeriano Neri, Alan Da Silva, Beatriz Leandro Bonafini, Victor Medeiros Outtes Alves, Órion Darshan Winter De Lima (2023). FastAiAlloc: A real-time multi-resources allocation framework proposal based on predictive model and multiple optimization strategies. Future Generation Computer Systems.
Cite DOI URL
Marcos De S. Oliveira, Sergio R. De M. Queiroz, Francisco De A. T. De Carvalho (2022). Unsupervised feature selection method based on iterative similarity graph factorization and clustering by modularity. Expert Systems with Applications.
Cite DOI URL
Marcos De S. Oliveira, Sergio R. De M. Queiroz (2020). Unsupervised feature selection methodology for clustering in high dimensionality datasets. RITA.
Cite DOI URL