Unsupervised Feature Selection Methodology for Clustering in High Dimensionality Datasets. - Marcos de Souza Oliveira; Sergio Queiroz (RITA, 2020)

Unsupervised feature selection method based on iterative similarity graph factorization and clustering by modularity. - Marcos de Souza Oliveira; Sérgio Ricardo de Melo Queiroz; Francisco de A. T. de Carvalho (Expert Syst. Appl., 2022)

FastAiAlloc: A real-time multi-resources allocation framework proposal based on predictive model and multiple optimization strategies. - Marcos de Souza Oliveira; Francisco Erivaldo Fernandes Junior; Lukas Cerveny; Flávia Akemi Miyazaki; Leonardo Valeriano Neri; Alan da Silva; Beatriz Leandro Bonafini; Victor Medeiros Outtes Alves; Órion Darshan Winter de Lima (Future Gener. Comput. Syst., 2023)

Deep contrastive variational subspace clustering. - Marcos de Souza Oliveira; Sérgio Ricardo de Melo Queiroz; Cleber Zanchettin; Francisco de Assis Tenório de Carvalho (Neurocomputing, 2025)