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Edson Takashi Matsubara
Edson Takashi Matsubara
Professor of Computer Science, Federal University of Mato Grosso do Sul
E-mail confirmado em facom.ufms.br
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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
882019
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
672020
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
632003
A simple lexicographic ranker and probability estimator
P Flach, ET Matsubara
European Conference on Machine Learning, 575-582, 2007
592007
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
492021
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
402003
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
332019
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
272020
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
242019
Multi-view Semi-supervised Learning: An Approach to Obtain Different Views from Text Datasets.
ET Matsubara, MC Monard, GE Batista
LAPTEC, 97-104, 2005
212005
O algoritmo de aprendizado semi-supervisionado co-training e sua aplicação na rotulação de documentos
ET Matsubara
Universidade de São Paulo, 2004
212004
Combining unigrams and bigrams in semi-supervised text classification
I Braga, M Monard, E Matsubara
Proceedings of Progress in Artificial Intelligence, 14th Portuguese …, 2009
202009
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
162019
On classification, ranking, and probability estimation
P Flach, E Matsubara
Dagstuhl Seminar Proceedings, 2008
162008
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
142008
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
122020
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
122020
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
122020
Relações entre ranking, análise ROC e calibração em aprendizado de máquina
ET Matsubara
Universidade de São Paulo, 2008
112008
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
112003
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