Edson Takashi Matsubara
Edson Takashi Matsubara
Professor of Computer Science, Federal University of Mato Grosso do Sul
Verified email at facom.ufms.br
Title
Cited by
Cited by
Year
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
652019
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
602003
A simple lexicographic ranker and probability estimator
P Flach, ET Matsubara
European Conference on Machine Learning, 575-582, 2007
572007
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
502020
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
372003
O algoritmo de aprendizado semi-supervisionado co-training e sua aplicação na rotulação de documentos
ET Matsubara
Universidade de São Paulo, 2004
212004
Multi-view Semi-supervised Learning: An Approach to Obtain Different Views from Text Datasets.
ET Matsubara, MC Monard, GE Batista
LAPTEC, 97-104, 2005
202005
Combining unigrams and bigrams in semi-supervised text classification
I Braga, M Monard, E Matsubara
Proceedings of Progress in Artificial Intelligence, 14th Portuguese …, 2009
192009
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
172020
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
172019
On classification, ranking, and probability estimation
P Flach, E Matsubara
Dagstuhl Seminar Proceedings, 2008
152008
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
142019
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
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
112019
Relações entre ranking, análise ROC e calibração em aprendizado de máquina
ET Matsubara
Universidade de São Paulo, 2008
112008
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
92006
A review on deep learning in UAV remote sensing
LP Osco, JM Junior, APM Ramos, LAC Jorge, SN Fatholahi, JA Silva, ...
arXiv preprint arXiv:2101.10861, 2021
82021
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
82005
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
82003
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
72020
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