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\n  \n 2026\n \n \n (6)\n \n \n
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\n \n\n \n \n \n \n \n A Multi-view Self-supervised and Contrastive Framework for Uncertainty-Aware Fuzzy Clustering of Natural Cork Stoppers.\n \n \n \n\n\n \n Oliveira, M.; Gharibi, A.; Cardoso, J.; Fernandes Ferreira, V.; Roque, L.; Ferreira, A.; and Perrotta, A.\n\n\n \n\n\n\n Preprint. 2026.\n \n\n\n\n
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@article{oliveira2026multi,\n  title={A Multi-view Self-supervised and Contrastive Framework for Uncertainty-Aware Fuzzy Clustering of Natural Cork Stoppers},\n  author={Oliveira, Marcos and Gharibi, Armin and Cardoso, Jorge and Fernandes Ferreira, Vanessa and Roque, Lic{\\'\\i}nio and Ferreira, Ant{\\'o}nio and Perrotta, Andr{\\'e}},\n  journal={Preprint},\n  year={2026},\n  publisher={https://dx.doi.org/10.2139/ssrn.6661513}\n}\n\n
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\n \n\n \n \n \n \n \n Advances in Automated Quality Classification of Natural Cork Stoppers: A Systematic Review of Image Processing, Machine Learning, and Smart Manufacturing Approaches.\n \n \n \n\n\n \n Gharibi, A.; de Souza Oliveira, M.; Fernandes, V. S; Perdiz, J.; Santa, T. F; Albarazi, E.; Leal, T.; Correia, B.; Yankova, S.; Ferreira, A. S.; and others\n\n\n \n\n\n\n Discover Applied Sciences. 2026.\n \n\n\n\n
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@article{gharibi2026advances,\n  title={Advances in Automated Quality Classification of Natural Cork Stoppers: A Systematic Review of Image Processing, Machine Learning, and Smart Manufacturing Approaches},\n  author={Gharibi, Armin and de Souza Oliveira, Marcos and Fernandes, Vanessa S and Perdiz, Jo{\\~a}o and Santa, Tiago F and Albarazi, Esmaail and Leal, Tiago and Correia, Bernardo and Yankova, Sofia and Ferreira, Antonio Silva and others},\n  journal={Discover Applied Sciences},\n  year={2026}\n}\n\n
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\n \n\n \n \n \n \n \n Unsupervised Representation Learning for Surface Variability Discovery in Natural Cork Stoppers.\n \n \n \n\n\n \n de Souza Oliveira, M.; Gharibi, A.; Cardoso, J. C. S.; Ferreira, V. F.; Ferreira, A. S.; Perrotta, A.; and Roque, L.\n\n\n \n\n\n\n Preprint. 2026.\n \n\n\n\n
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@article{de2026unsupervised,\n  title={Unsupervised Representation Learning for Surface Variability Discovery in Natural Cork Stoppers},\n  author={de Souza Oliveira, Marcos and Gharibi, Armin and Cardoso, Jorge Carlos Santos and Ferreira, Vanessa Fernandes and Ferreira, Ant{\\'o}nio Silva and Perrotta, Andr{\\'e} and Roque, Licinio},\n  journal={Preprint},\n  year={2026},\n  publisher={https://doi.org/10.21203/rs.3.rs-10065905/v1}\n}\n\n
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\n \n\n \n \n \n \n \n XR Cork Trainer: An Interactive XR Experience for Cork Quality Inspection.\n \n \n \n\n\n \n Perdiz, J.; Cardoso, J.; Ventura, T.; de Souza Oliveira, M.; Gharibi, A.; Perrotta, A.; and Roque, L.\n\n\n \n\n\n\n In International Conference on Entertainment Computing, 2026. \n \n\n\n\n
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@inproceedings{perdiz2026xr,\n  title={XR Cork Trainer: An Interactive XR Experience for Cork Quality Inspection},\n  author={Perdiz, Jo{\\~a}o and Cardoso, Jorge and Ventura, Tiago and de Souza Oliveira, Marcos and Gharibi, Armin and Perrotta, Andr{\\'e} and Roque, Licinio},\n  booktitle={International Conference on Entertainment Computing},\n  year={2026}\n}\n\n
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\n \n\n \n \n \n \n \n Designing an XR Serious Game for Cork Quality Inspection: Requirements, Prototype, and Lessons Learned.\n \n \n \n\n\n \n Perdiz, J.; Cardoso, J.; Ventura, T.; de Souza Oliveira, M.; Gharibi, A.; Perrotta, A.; and Roque, L.\n\n\n \n\n\n\n In International Conference on Entertainment Computing, 2026. \n \n\n\n\n
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@inproceedings{perdiz2026designing,\n  title={Designing an XR Serious Game for Cork Quality Inspection: Requirements, Prototype, and Lessons Learned},\n  author={Perdiz, Jo{\\~a}o and Cardoso, Jorge and Ventura, Tiago and de Souza Oliveira, Marcos and Gharibi, Armin and Perrotta, Andr{\\'e} and Roque, Licinio},\n  booktitle={International Conference on Entertainment Computing},\n  year={2026}\n}\n\n
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\n \n\n \n \n \n \n \n DeepCork: A Two-Stage Deep Learning Framework for Automated Defect Inspection of Natural Cork Stoppers.\n \n \n \n\n\n \n de Souza Oliveira, M.; Gharibi, A.; Cardoso, J.; Perrotta, A.; Roque, L.; and Amaro, H.\n\n\n \n\n\n\n Preprint. 2026.\n \n\n\n\n
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@article{de2026deepcork,\n  title={DeepCork: A Two-Stage Deep Learning Framework for Automated Defect Inspection of Natural Cork Stoppers},\n  author={de Souza Oliveira, Marcos and Gharibi, Armin and Cardoso, Jorge and Perrotta, Andr{\\'e} and Roque, Licinio and Amaro, Hugo},\n  journal={Preprint},\n  year={2026},\n  publisher={https://doi.org/10.21203/rs.3.rs-10139890/v1}\n}
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\n \n\n \n \n \n \n \n Deep contrastive variational subspace clustering.\n \n \n \n\n\n \n de Souza Oliveira, M.; de Melo Queiroz, S. R.; Zanchettin, C.; and de Carvalho, F. d. A. T.\n\n\n \n\n\n\n Neurocomputing, 650: 130901. 2025.\n \n\n\n\n
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@article{de2025deep,\n  title={Deep contrastive variational subspace clustering},\n  author={de Souza Oliveira, Marcos and de Melo Queiroz, Sergio Ricardo and Zanchettin, Cleber and de Carvalho, Francisco de Assis Ten{\\'o}rio},\n  journal={Neurocomputing},\n  volume={650},\n  pages={130901},\n  year={2025},\n  publisher={Elsevier}\n}\n\n
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\n \n\n \n \n \n \n \n A Study of Computational Vision Methods for Corrosion Detection in Industrial Assets.\n \n \n \n\n\n \n Anderson Gonçalves Marco, M. d. S. O.; Rodrigo Leite Prates, M. C. L.; and Rogério Guedes Casal, C. V. R. G.\n\n\n \n\n\n\n In 38th Conference on Graphics, Patterns and Images, pages 325–330, 2025. \n \n\n\n\n
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@inproceedings{anderson2025study,\n  title={A Study of Computational Vision Methods for Corrosion Detection in Industrial Assets},\n  author={Anderson Gon{\\c{c}}alves Marco, Marcos de Souza Oliveira, Rodrigo Leite Prates, Murilo Cruz Lopes, Rog{\\'e}rio Guedes Casal, Cristiani Vilela Ribeiro Guimar{\\~a}es},\n  booktitle={38th Conference on Graphics, Patterns and Images},\n  pages={325--330},\n  year={2025}\n}\n\n
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\n \n\n \n \n \n \n \n Unsupervised Feature Selection and Deep Subspace Clustering for Exploratory High-Dimensional Cluster Analysis.\n \n \n \n\n\n \n OLIVEIRA, M. d. S.\n\n\n \n\n\n\n Ph.D. Thesis, Federal University of Pernambuco, 2025.\n \n\n\n\n
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@phdthesis{oliveira2025unsupervised,\n  title={Unsupervised Feature Selection and Deep Subspace Clustering for Exploratory High-Dimensional Cluster Analysis},\n  author={OLIVEIRA, Marcos de Souza},\n  year={2025},\n  school={Federal University of Pernambuco}\n}\n\n
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\n  \n 2023\n \n \n (1)\n \n \n
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\n \n\n \n \n \n \n \n FastAiAlloc: A real-time multi-resources allocation framework proposal based on predictive model and multiple optimization strategies.\n \n \n \n\n\n \n Oliveira, M. d. S; Junior, F. E. F.; Cerveny, L.; Miyazaki, F. A.; Neri, L. V.; da Silva, A.; Bonafini, B. L.; Alves, V. M. O.; and de Lima, Ó. D. W.\n\n\n \n\n\n\n Future Generation Computer Systems, 149: 622–636. 2023.\n \n\n\n\n
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@article{oliveira2023fastaialloc,\n  title={FastAiAlloc: A real-time multi-resources allocation framework proposal based on predictive model and multiple optimization strategies},\n  author={Oliveira, Marcos de S and Junior, Francisco Erivaldo Fernandes and Cerveny, Lukas and Miyazaki, Fl{\\'a}via Akemi and Neri, Leonardo Valeriano and da Silva, Alan and Bonafini, Beatriz Leandro and Alves, Victor Medeiros Outtes and de Lima, {\\'O}rion Darshan Winter},\n  journal={Future Generation Computer Systems},\n  volume={149},\n  pages={622--636},\n  year={2023},\n  publisher={North-Holland}\n}\n\n
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\n  \n 2022\n \n \n (1)\n \n \n
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\n \n\n \n \n \n \n \n Unsupervised feature selection method based on iterative similarity graph factorization and clustering by modularity.\n \n \n \n\n\n \n Oliveira, M. d. S; Queiroz, S. R d. M; and de Carvalho, F. d. A.\n\n\n \n\n\n\n Expert Systems with Applications, 208: 118092. 2022.\n \n\n\n\n
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@article{oliveira2022unsupervised,\n  title={Unsupervised feature selection method based on iterative similarity graph factorization and clustering by modularity},\n  author={Oliveira, Marcos de S and Queiroz, Sergio R de M and de Carvalho, Francisco de AT},\n  journal={Expert Systems with Applications},\n  volume={208},\n  pages={118092},\n  year={2022},\n  publisher={Pergamon}\n}\n\n
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\n \n\n \n \n \n \n \n Unsupervised feature selection methodology for clustering in high dimensionality datasets.\n \n \n \n\n\n \n de Oliveira, M.\n\n\n \n\n\n\n Revista de Informática Teórica e Aplicada, 27(2): 30–41. 2020.\n \n\n\n\n
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@article{de2020unsupervised,\n  title={Unsupervised feature selection methodology for clustering in high dimensionality datasets},\n  author={de Oliveira, Marcos},\n  journal={Revista de Inform{\\'a}tica Te{\\'o}rica e Aplicada},\n  volume={27},\n  number={2},\n  pages={30--41},\n  year={2020}\n}\n\n
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\n \n\n \n \n \n \n \n Metodologia de Seleção de Features Não-supervisionada para Clustering em Conjunto de Dados de Alta Dimensionalidade.\n \n \n \n\n\n \n de Souza Oliveira, M.\n\n\n \n\n\n\n Ph.D. Thesis, Federal University of Pernambuco, 2018.\n \n\n\n\n
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@phdthesis{de2018metodologia,\n  title={Metodologia de Sele{\\c{c}}{\\~a}o de Features N{\\~a}o-supervisionada para Clustering em Conjunto de Dados de Alta Dimensionalidade},\n  author={de Souza Oliveira, Marcos},\n  year={2018},\n  school={Federal University of Pernambuco}\n}\n\n
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\n \n\n \n \n \n \n \n Proposta de arquitetura utilizando o paradigma soa para o avatar educaçao.\n \n \n \n\n\n \n de Souza Oliveira, M.; and Maciel, A. M. A.\n\n\n \n\n\n\n Revista de Engenharia e Pesquisa Aplicada, 3(1). 2016.\n \n\n\n\n
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@article{de2016proposta,\n  title={Proposta de arquitetura utilizando o paradigma soa para o avatar educa{\\c{c}}ao},\n  author={de Souza Oliveira, Marcos and Maciel, Alexandre Magno Andrade},\n  journal={Revista de Engenharia e Pesquisa Aplicada},\n  volume={3},\n  number={1},\n  year={2016}\n}\n\n
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\n \n\n \n \n \n \n \n Modelo preditivo para classificação de estudantes com retenção universitária | Predictive model to students classification with university retention.\n \n \n \n\n\n \n de Oliveira, O. L. T.; Souza, M.; Bandrao, O.; and Sales, E.\n\n\n \n\n\n\n Revista dos Mestrados Profissionais, 5(2). 2016.\n \n\n\n\n
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@article{de2016modelo,\n  title={Modelo preditivo para classifica{\\c{c}}{\\~a}o de estudantes com reten{\\c{c}}{\\~a}o universit{\\'a}ria | Predictive model to students classification with university retention},\n  author={de Oliveira, Othon Luiz Teixeira and Souza, Marcus and Bandrao, Orlando and Sales, Eric},\n  journal={Revista dos Mestrados Profissionais},\n  volume={5},\n  number={2},\n  year={2016}\n}\n\n
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