| A network-based positive and unlabeled learning approach for fake news detection MC de Souza, BM Nogueira, RG Rossi, RM Marcacini, BN Dos Santos, ... Machine Learning, 1-44, 2021 | 44 | 2021 |
| Winning some of the document preprocessing challenges in a text mining process BM Nogueira, MF Moura, MS Conrado, RG Rossi, RM Marcacini, ... WORKSHOP EM ALGORITMOS E APLICAÇÕES DE MINERAÇÃO DE DADOS 4, 10-18, 2008 | 30 | 2008 |
| Comparison of classifiers efficiency on missing values recovering: application in a marketing database with massive missing data BM Nogueira, TRA Santos, LE Zárate 2007 IEEE Symposium on Computational Intelligence and Data Mining, 66-72, 2007 | 29 | 2007 |
| Avaliaçao de métodos nao-supervisionados de seleçao de atributos para Mineraçao de Textos BM Nogueira, MF Moura, MS Conrado, SO Rezende I Workshop on Web and Text Intelligence (WTI 2008), 59, 2010 | 26 | 2010 |
| Techniques for missing value recovering in imbalanced databases: Application in a marketing database with massive missing data LE Zárate, BM Nogueira, TRA Santos, MAJ Song Systems, Man and Cybernetics, 2006. SMC'06. IEEE International Conference on …, 2006 | 25 | 2006 |
| Hierarchical confidence-based active clustering BM Nogueira, AM Jorge, SO Rezende Proceedings of the 27th Annual ACM Symposium on Applied Computing, 216-219, 2012 | 18 | 2012 |
| TextCSN: a semi-supervised approach for text clustering using pairwise constraints and convolutional siamese network LA Vilhagra, ER Fernandes, BM Nogueira Proceedings of the 35th Annual ACM Symposium on Applied Computing, 1135-1142, 2020 | 17 | 2020 |
| Integrating distance metric learning and cluster-level constraints in semi-supervised clustering BM Nogueira, YKB Tomas, RM Marcacini 2017 International Joint Conference on Neural Networks (IJCNN), 4118-4125, 2017 | 17 | 2017 |
| Learning Textual Representations from Multiple Modalities to Detect Fake News Through One-Class Learning M Gôlo, M Caravanti, R Rossi, S Rezende, B Nogueira, R Marcacini Proceedings of the Brazilian Symposium on Multimedia and the Web, 197-204, 2021 | 16 | 2021 |
| Constrained Hierarchical Clustering for News Events R Florence, B Nogueira, R Marcacini Proceedings of the 21st International Database Engineering & Applications …, 2017 | 15 | 2017 |
| A proposal for building domain topic taxonomies. MF Moura, RM Marcacini, BM Nogueira, MS CONRADO, SO Rezende Embrapa Informática Agropecuária-Resumo em anais de congresso (ALICE), 2008 | 14 | 2008 |
| Websensors Analytics: Learning to sense the real world using web news events RM Marcacini, RG Rossi, BM Nogueira, LV Martins, EA Cherman, ... | 13 | 2017 |
| Uma análise exploratória de tópicos de pesquisa emergentes em Informática na Educação VA Borges, BM Nogueira, EF Barbosa Revista Brasileira de Informática na Educação 23 (01), 85, 2015 | 11 | 2015 |
| Uma análise exploratória de tópicos de pesquisa emergentes em Informática na Educação VA Borges, BM Nogueira, EF Barbosa Revista Brasileira de Informática na Educação 23 (01), 85, 2015 | 11 | 2015 |
| One-class learning for fake news detection through multimodal variational autoencoders MPS Gôlo, MC de Souza, RG Rossi, SO Rezende, BM Nogueira, ... Engineering Applications of Artificial Intelligence 122, 106088, 2023 | 10 | 2023 |
| Making good choices of Non-Redundant N-gramwords MF Moura, BM Nogueira, M da Silva Conrado, FF Santos, SO Rezende Computer and Information Technology, 2008. ICCIT 2008. 11th International …, 2008 | 10 | 2008 |
| A multidimensional data model for the analysis of learning management systems under different perspectives VA Borges, BM Nogueira, EF Barbosa Frontiers in Education Conference (FIE), 2016 IEEE, 1-8, 2016 | 9 | 2016 |
| Comparing relational and non-relational algorithms for clustering propositional data R Motta, A de Andrade Lopes, BM Nogueira, SO Rezende, AM Jorge, ... Proceedings of the 28th Annual ACM Symposium on Applied Computing, 150-155, 2013 | 9 | 2013 |
| Uma abordagem completa para a construção de taxonomias de tópicos em um domínio MF Moura, RM Marcacini, BM Nogueira, M da Silva Conrado, ... ICMC-USP, 2008 | 9 | 2008 |
| Techniques for training sets selection in the representation of a Thermosiphon System Via ANN LE Zárate, EMD Pereira, LAR Oliveira, VP Gil, TRA Santos, BM Nogueira The 2006 IEEE International Joint Conference on Neural Network Proceedings …, 2006 | 9 | 2006 |
