| 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 | 88 | 2019 |
| 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, ... ISPRS Journal of Photogrammetry and Remote Sensing 160, 97-106, 2020 | 67 | 2020 |
| 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 | 63 | 2003 |
| A simple lexicographic ranker and probability estimator P Flach, ET Matsubara European Conference on Machine Learning, 575-582, 2007 | 59 | 2007 |
| A review on deep learning in UAV remote sensing LP Osco, JM Junior, APM Ramos, LA de Castro Jorge, SN Fatholahi, ... International Journal of Applied Earth Observation and Geoinformation 102 …, 2021 | 49 | 2021 |
| 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 | 40 | 2003 |
| 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 | 33 | 2019 |
| 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 | 27 | 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 | 24 | 2019 |
| Multi-view Semi-supervised Learning: An Approach to Obtain Different Views from Text Datasets. ET Matsubara, MC Monard, GE Batista LAPTEC, 97-104, 2005 | 21 | 2005 |
| O algoritmo de aprendizado semi-supervisionado co-training e sua aplicação na rotulação de documentos ET Matsubara Universidade de São Paulo, 2004 | 21 | 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 | 20 | 2009 |
| 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 | 16 | 2019 |
| On classification, ranking, and probability estimation P Flach, E Matsubara Dagstuhl Seminar Proceedings, 2008 | 16 | 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 |
| Cattle weight estimation using active contour models and regression trees Bagging VAM Weber, F de Lima Weber, A da Silva Oliveira, G Astolfi, GV Menezes, ... Computers and Electronics in Agriculture 179, 105804, 2020 | 12 | 2020 |
| Mapping utility poles in aerial orthoimages using atss deep learning method M Gomes, J Silva, D Gonçalves, P Zamboni, J Perez, E Batista, A Ramos, ... Sensors 20 (21), 6070, 2020 | 12 | 2020 |
| Recognition of Pantaneira cattle breed using computer vision and convolutional neural networks F de Lima Weber, VA de Moraes Weber, GV Menezes, ASO Junior, ... Computers and Electronics in Agriculture 175, 105548, 2020 | 12 | 2020 |
| Relações entre ranking, análise ROC e calibração em aprendizado de máquina ET Matsubara Universidade de São Paulo, 2008 | 11 | 2008 |
| 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 | 11 | 2003 |
Maria-Carolina MonardUniversidade de São Paulo - ICMCE-mail confirmado em icmc.usp.br
