| Artificial neural network models to support the diagnosis of pleural tuberculosis in adult patients JM Seixas, J Faria, JBO Souza Filho, AFM Vieira, A Kritski, A Trajman The International journal of tuberculosis and lung disease 17 (5), 682-686, 2013 | 62 | 2013 |
| A screening system for smear-negative pulmonary tuberculosis using artificial neural networks JBO Souza Filho, JM de Seixas, R Galliez, B de Bragança Pereira, ... International Journal of Infectious Diseases 49, 33-39, 2016 | 24 | 2016 |
| Class‐modular multi‐layer perceptron networks for supporting passive sonar signal classification JBO Souza Filho, JM de Seixas IET Radar, Sonar & Navigation 10 (2), 311-317, 2016 | 23 | 2016 |
| Screening for active pulmonary tuberculosis: Development and applicability of artificial neural network models JBO e Souza, M Sanchez, JM de Seixas, C Maidantchik, R Galliez, ... Tuberculosis 111, 94-101, 2018 | 20 | 2018 |
| A fixed-point online kernel principal component extraction algorithm JBO Souza Filho, PSR Diniz IEEE Transactions on Signal Processing 65 (23), 6244-6259, 2017 | 18 | 2017 |
| Delayed culture conversion due to cigarette smoking in active pulmonary tuberculosis patients RN De Boer, JBO e Souza, F Cobelens, D de Paula Ramalho, ... Tuberculosis 94 (1), 87-91, 2014 | 16 | 2014 |
| A compact online neural system for classifying passive sonar signals JM Seixas, W Soares Filho, JBO Souza Filho, DO Damazio, NN Moura International Conference on Signal Processing Application and Technology, 1999 | 13 | 1999 |
| An ensemble approach for supporting the respiratory isolation of presumed tuberculosis inpatients EDS Alves, JBO Souza Filho, AL Kritski Neurocomputing 331, 289-300, 2019 | 11 | 2019 |
| Specialized MLP classifiers to support the isolation of patients suspected of pulmonary tuberculosis EDS Alves, JBO Souza Filho, RM Galliez, A Kritski 2013 BRICS Congress on Computational Intelligence and 11th Brazilian …, 2013 | 11 | 2013 |
| Online component analysis, architectures and applications JBO Souza Filho, LD Van, TP Jung, PSR Diniz Foundations and Trends® in Signal Processing 16 (3-4), 224-429, 2022 | 7 | 2022 |
| Improving KPCA online extraction by orthonormalization in the feature space JBO Souza Filho, PSR Diniz IEEE Transactions on Neural Networks and Learning Systems 29 (4), 1382-1387, 2017 | 7 | 2017 |
| Multimodal soccer highlight identification using a sparse subset of frames integrating long-term sliding windows CL Bez, JBO Souza Filho, LG de Vasconcelos, T Frensch, EAB da Silva, ... Information Sciences 578, 702-724, 2021 | 5 | 2021 |
| Classifica ̧c ̃ao Neural de Sinais de Sonar Passivo JBO Souza Filho Disserta ̧c ̃ao de Douto-rado. Universidade Federal do Rio de Janeiro, 2007 | 5 | 2007 |
| Combining morphological mapping and principal curves for ship classification HL Fernandez, JM de Seixas, SR Neves, JBO Souza Filho International Symposium on Signals, Circuits and Systems, 2005. ISSCS 2005 …, 2005 | 5 | 2005 |
| An accurate and fast neural method for PCA extraction JBO Souza Filho, LP Calôba, JM Seixas Proceedings of the International Joint Conference on Neural Networks, 2003 …, 2003 | 5 | 2003 |
| An intelligent system for managing the isolation of patients suspected of pulmonary tuberculosis JB de Oliveira e Souza Filho, APP Vieira, JM de Seixas, FS Aguiar, ... Intelligent Data Engineering and Automated Learning-IDEAL 2012: 13th …, 2012 | 4 | 2012 |
| A decision support system based on artificial neural networks for pulmonary tuberculosis diagnosis C Maidantchik, JM de Seixas, FF Grael, RC Torres, FG Ferreira, ... Efficient Decision Support Systems-Practice and Challenges in Biomedical …, 2011 | 4 | 2011 |
| Classificadores Multi-Classe de Contatos por Curvas Principais JBO Souza Filho, RM Guedes, AR Gesualdi, JM Rocha X Simpósio Brasileiro de Automação Inteligente-SBAI 2011, 2011 | 4 | 2011 |
| Clinical Impact of the Line Probe Assay and Xpert® MTB/RIF Assay in the Presumptive Diagnosis of Drug-Resistant Tuberculosis in Brazil: A Pragmatic Clinical Trial A Kritski, MM Oliveira, IN Almeida, D Ramalho, MKN Andrade, ... Revista da Sociedade Brasileira de Medicina Tropical 55, e0191-2021, 2022 | 3 | 2022 |
| A recursive least square algorithm for online kernel principal component extraction JBO Souza Filho, PSR Diniz Neurocomputing 237, 255-264, 2017 | 3 | 2017 |
