| Pretext: Uma ferramenta para pré-processamento de textos utilizando a abordagem bag-of-words ET Matsubara, CA Martins, MC Monard Techinical Report 209 (4), 10-11, 2003 | 60 | 2003 |
| A simple lexicographic ranker and probability estimator P Flach, ET Matsubara European Conference on Machine Learning, 575-582, 2007 | 57 | 2007 |
| Assessment of CNN-based methods for individual tree detection on images captured by RGB cameras attached to UAVs AA Santos, J Marcato Junior, MS Araújo, DR Di Martini, EC Tetila, ... Sensors 19 (16), 3595, 2019 | 49 | 2019 |
| Reducing the dimensionality of bag-of-words text representation used by learning algorithms CA Martins, MC Monard, ET Matsubara Proc of 3rd IASTED International Conference on Artificial Intelligence and …, 2003 | 36 | 2003 |
| A convolutional neural network approach for counting and geolocating citrus-trees in UAV multispectral imagery LP Osco, MS de Arruda, JM Junior, NB da Silva, APM Ramos, ÉAS Moryia, ... ISPRS Journal of Photogrammetry and Remote Sensing 160, 97-106, 2020 | 30 | 2020 |
| Multi-view Semi-supervised Learning: An Approach to Obtain Different Views from Text Datasets. ET Matsubara, MC Monard, GE Batista LAPTEC, 97-104, 2005 | 20 | 2005 |
| O algoritmo de aprendizado semi-supervisionado co-training e sua aplicação na rotulação de documentos ET Matsubara Universidade de São Paulo, 2004 | 20 | 2004 |
| Combining unigrams and bigrams in semi-supervised text classification I Braga, M Monard, E Matsubara Proceedings of Progress in Artificial Intelligence, 14th Portuguese …, 2009 | 18 | 2009 |
| On classification, ranking, and probability estimation P Flach, E Matsubara Dagstuhl Seminar Proceedings, 2008 | 15 | 2008 |
| Missing value imputation using a semi-supervised rank aggregation approach ET Matsubara, RC Prati, GE Batista, MC Monard Brazilian Symposium on Artificial Intelligence, 217-226, 2008 | 14 | 2008 |
| Deep learning applied to phenotyping of biomass in forages with UAV-based RGB imagery W Castro, J Marcato Junior, C Polidoro, LP Osco, W Gonçalves, ... Sensors 20 (17), 4802, 2020 | 11 | 2020 |
| Improvement of leaf nitrogen content inference in Valencia-orange trees applying spectral analysis algorithms in UAV mounted-sensor images LP Osco, APM Ramos, ÉAS Moriya, M de Souza, JM Junior, ... International Journal of Applied Earth Observation and Geoinformation 83, 101907, 2019 | 11 | 2019 |
| Relações entre ranking, análise ROC e calibração em aprendizado de máquina ET Matsubara Universidade de São Paulo, 2008 | 11 | 2008 |
| Estimating pasture biomass and canopy height in Brazilian Savanna using UAV photogrammetry J Batistoti, J Marcato Junior, L Ítavo, E Matsubara, E Gomes, B Oliveira, ... Remote Sensing 11 (20), 2447, 2019 | 10 | 2019 |
| BERT for Stock Market Sentiment Analysis MG Sousa, K Sakiyama, L de Souza Rodrigues, PH Moraes, ... 2019 IEEE 31st International Conference on Tools with Artificial …, 2019 | 9 | 2019 |
| On the Class Distribution Labelling Step Sensitivity of CO-TRAINING ET Matsubara, MC Monard, RC Prati IFIP International Conference on Artificial Intelligence in Theory and …, 2006 | 9 | 2006 |
| Utilizando algoritmos de aprendizado semi-supervisionados multi-visão como rotuladores de texto ET Matsubara, MC Monard, GE Batista Anais do Workshop em Tecnologia da Informação de da Linguagem Humana …, 2005 | 8 | 2005 |
| Uma experiência em mineração de textos utilizando clustering probabilístico clustering hierárquico CA Martins, D Godoy, MC Monard, ET Matsubara, A Amandi Instituto de Ciências Matemáticas e de Computação. São Carlos: Universidade …, 2003 | 8 | 2003 |
| Exploring Unclassified Texts Using Multiview Semisupervised Learning ET Matsubara, MC Monard, RC Prati Emerging Technologies of Text Mining: Techniques and Applications, 139-161, 2008 | 7 | 2008 |
| Uma metodologia para auxiliar no processo de mapeamento de formulários médicos para bases de dados estruturadas AG Maletzke, HD Lee, FC Wu, ET Matsubara, CSR Coy, JS Fagundes, ... X Congresso Brasileiro de Informática em Saúde, 1-10, 2006 | 7 | 2006 |
Maria-Carolina MonardUniversidade de São Paulo - ICMCE-mail confirmado em icmc.usp.br
