Edson Takashi Matsubara

52 papers A 1B 3C 4Journal 28Unranked 15

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	DuoCounter: An Approach for Counting Fish Using Tracking. IEEE Access Junior Silva Souza, Eduardo Bedin, Vinícius de Araújo Maeda, Hemerson Pistori, Edson Takashi Matsubara
2025	—	`conf`	CLS, Averaging, or Layer Combinations? Embedding Strategies for Text Classification Across BERT Variants. BRACIS (1) Eliton Scardin Perin, Mariana Caravanti de Souza, Anderson Bessa Da Costa, Edson Takashi Matsubara
2025	J	`jnl`	DynGraph-BERT: Combining BERT and GNN Using Dynamic Graphs for Inductive Semi-Supervised Text Classification. Informatics Eliton Scardin Perin, Mariana Caravanti de Souza, Jonathan de Andrade Silva, Edson Takashi Matsubara
2025	J	`jnl`	Empirical Evaluation on GPU, Overclocking, and LoRA for Deep Learning on Embedded Systems. IEEE Access Evandro Raphaloski, Mariana Caravanti de Souza, Edson Takashi Matsubara
2025	—	`conf`	Experimental Evaluation of Quantization Methods in Facial Recognition. SBAC-PADW Carlos Henrique Monteiro, Evandro Raphaloski, Edson Takashi Matsubara
2024	J	`jnl`	Smartphone region-wise image indoor localization using deep learning for indoor tourist attraction. CoRR Gabriel Toshio Hirokawa Higa, Rodrigo Stuqui Monzani, Jorge Fernando da Silva Cecatto, Maria Fernanda Balestieri Mariano de Souza, Vanessa Aparecida de Moraes Weber, Hemerson Pistori, Edson Takashi Matsubara
2023	—	`conf`	A Framework for Controversial Political Topics Identification Using Twitter Data. BRACIS (3) Kenzo Miranda Sakiyama, Lucas de Souza Rodrigues, Bruno Magalhães Nogueira, Edson Takashi Matsubara, Roseli A. F. Romero
2023	J	`jnl`	DESCINet: A hierarchical deep convolutional neural network with skip connection for long time series forecasting. Expert Syst. Appl. Andre Quintiliano Bezerra Silva, Wesley Nunes Gonçalves, Edson Takashi Matsubara
2023	J	`jnl`	Deep4Fusion: A Deep FORage Fusion framework for high-throughput phenotyping for green and dry matter yield traits. Comput. Electron. Agric. Lucas de Souza Rodrigues, Edmar Caixeta Filho, Kenzo Miranda Sakiyama, Mateus Figueiredo Santos, Liana Jank, Camilo Carromeu, Eloise Silveira, Edson Takashi Matsubara, José Marcato Junior, Wesley Nunes Gonçalves
2023	—	`conf`	Hyacinth macaw: a project-based learning program to develop talents in Software Engineering for Artificial Intelligence. SBES Awdren L. Fontão, Edson Takashi Matsubara, Henrique Mongelli, Marcio Medeiros, Carlos Lourenço, Henrique Martins, Igor Cortez, Maria Borges
2022	J	`jnl`	An approach for applying natural language processing to image classification problems. Neurocomputing Gilberto Astolfi, Diego André Sant'Ana, João Vitor de Andrade Porto, Fábio Prestes Cesar Rezende, Everton Castelão Tetila, Edson Takashi Matsubara, Hemerson Pistori
2022	J	`jnl`	Counting and locating high-density objects using convolutional neural network. Expert Syst. Appl. Mauro dos Santos de Arruda, Lucas Prado Osco, Plabiany Rodrigo Acosta, Diogo Nunes Gonçalves, José Marcato Junior, Ana Paula Marques Ramos, Edson Takashi Matsubara, Zhipeng Luo, Jonathan Li, Jonathan de Andrade Silva, Wesley Nunes Gonçalves
2022	J	`jnl`	Deep Learning Regression Approaches Applied to Estimate Tillering in Tropical Forages Using Mobile Phone Images. Sensors Luiz Santos, José Marcato Junior, Pedro Zamboni, Mateus Santos, Liana Jank, Edilene Campos, Edson Takashi Matsubara
2022	—	`conf`	Entity Extraction from Portuguese Legal Documents Using Distant Supervision. PROPOR Lucas M. Navarezi, Kenzo Miranda Sakiyama, Lucas de Souza Rodrigues, Caio M. O. Robaldo, Gustavo Rocha Lobato, Paulo Arantes Vilela, Edson Takashi Matsubara, Eraldo R. Fernandes
2022	J	`jnl`	Line-based deep learning method for tree branch detection from digital images. Int. J. Appl. Earth Obs. Geoinformation Rodrigo Silva, José Marcato Junior, Laisa Almeida, Diogo Nunes Gonçalves, Pedro Zamboni, Vanessa Fernandes, Jonathan de Andrade Silva, Edson Takashi Matsubara, Edson Antonio Batista, Lingfei Ma, Jonathan Li, Wesley Nunes Gonçalves
2022	J	`jnl`	Syntactic Pattern Recognition in Computer Vision: A Systematic Review. ACM Comput. Surv. Gilberto Astolfi, Fábio Prestes Cesar Rezende, João Vitor de Andrade Porto, Edson Takashi Matsubara, Hemerson Pistori
2022	—	`conf`	Transductive Ensemble Learning with Graph Neural Network for Speech Emotion Recognition. SE&R@PROPOR Eliton Scardin Perin, Edson Takashi Matsubara
2021	J	`jnl`	A Review on Deep Learning in UAV Remote Sensing. CoRR Lucas Prado Osco, José Marcato Junior, Ana Paula Marques Ramos, Lúcio André de Castro Jorge, Sarah Narges Fatholahi, Jonathan de Andrade Silva, Edson Takashi Matsubara, Hemerson Pistori, Wesley Nunes Gonçalves, Jonathan Li
2021	J	`jnl`	A review on deep learning in UAV remote sensing. Int. J. Appl. Earth Obs. Geoinformation Lucas Prado Osco, José Marcato Junior, Ana Paula Marques Ramos, Lúcio André de Castro Jorge, Sarah Narges Fatholahi, Jonathan de Andrade Silva, Edson Takashi Matsubara, Hemerson Pistori, Wesley Nunes Gonçalves, Jonathan Li
2021	J	`jnl`	Benchmarking Anchor-Based and Anchor-Free State-of-the-Art Deep Learning Methods for Individual Tree Detection in RGB High-Resolution Images. Remote. Sens. Pedro Zamboni, José Marcato Junior, Jonathan de Andrade Silva, Gabriela Takahashi Miyoshi, Edson Takashi Matsubara, Keiller Nogueira, Wesley Nunes Gonçalves
2021	J	`jnl`	Combining Syntactic Methods With LSTM to Classify Soybean Aerial Images. IEEE Geosci. Remote. Sens. Lett. Gilberto Astolfi, Marcio Carneiro Brito Pache, Geazy Vilharva Menezes, Adair da Silva Oliveira Junior, Gabriel Kirsten Menezes, Vanessa Aparecida de Moraes Weber, Everton Castelão Tetila, Nicolas Alessandro de Souza Belete, Edson Takashi Matsubara, Hemerson Pistori
2021	J	`jnl`	Convolutional Neural Networks to Estimate Dry Matter Yield in a Guineagrass Breeding Program Using UAV Remote Sensing. Sensors Gabriel Silva de Oliveira, José Marcato Junior, Caio H. S. Polidoro, Lucas Prado Osco, Henrique Lopes Siqueira, Lucas de Souza Rodrigues, Liana Jank, Sanzio Barrios, Cacilda Valle, Rosangela Simeão, Camilo Carromeu, Eloise Silveira, Lúcio André de Castro Jorge, Wesley Nunes Gonçalves, Mateus Santos, Edson Takashi Matsubara
2021	J	`jnl`	Counting and Locating High-Density Objects Using Convolutional Neural Network. CoRR Mauro dos Santos de Arruda, Lucas Prado Osco, Plabiany Rodrigo Acosta, Diogo Nunes Gonçalves, José Marcato Junior, Ana Paula Marques Ramos, Edson Takashi Matsubara, Zhipeng Luo, Jonathan Li, Jonathan de Andrade Silva, Wesley Nunes Gonçalves
2021	C	`conf`	Retinanet Deep Learning-Based Approach to Detect Termite Mounds in Eucalyptus Forests. IGARSS Juan Sales, José Marcato Junior, Henrique Lopes Siqueira, Maurício de Souza, Edson Takashi Matsubara, Wesley Nunes Gonçalves
2020	—	`conf`	Can Twitter Data Estimate Reality Show Outcomes? BRACIS Kenzo Miranda Sakiyama, Lucas de Souza Rodrigues, Edson Takashi Matsubara
2020	J	`jnl`	Cattle weight estimation using active contour models and regression trees Bagging. Comput. Electron. Agric. Vanessa Aparecida de Moraes Weber, Fabricio de Lima Weber, Adair da Silva Oliveira Junior, Gilberto Astolfi, Geazy Vilharva Menezes, João Vitor de Andrade Porto, Fábio Prestes Cesar Rezende, Pedro Henrique de Moraes, Edson Takashi Matsubara, Rodrigo Gonçalves Mateus, Thiago Luís Alves Campos de Araújo, Luiz Otávio Campos Silva, Eduardo Quirino Arguelho de Queiroz, Urbano Gomes Pinto de Abreu, Rodrigo da Costa Gomes, Hemerson Pistori
2020	J	`jnl`	Deep Learning Applied to Phenotyping of Biomass in Forages with UAV-Based RGB Imagery. Sensors Wellington V. M. de Castro, José Marcato Junior, Caio H. S. Polidoro, Lucas Prado Osco, Wesley Nunes Gonçalves, Lucas de Souza Rodrigues, Mateus Santos, Liana Jank, Sanzio Barrios, Cacilda Valle, Rosangela Simeão, Camilo Carromeu, Eloise Silveira, Lúcio André de Castro Jorge, Edson Takashi Matsubara
2020	J	`jnl`	Mapping Utility Poles in Aerial Orthoimages Using ATSS Deep Learning Method. Sensors Matheus Gomes, Jonathan de Andrade Silva, Diogo Nunes Gonçalves, Pedro Zamboni, Jader Perez, Edson Antonio Batista, Ana Paula Marques Ramos, Lucas Prado Osco, Edson Takashi Matsubara, Jonathan Li, José Marcato Junior, Wesley Nunes Gonçalves
2020	J	`jnl`	POLLEN73S: An image dataset for pollen grains classification. Ecol. Informatics Gilberto Astolfi, Ariadne Barbosa Gonçalves, Geazy Vilharva Menezes, Felipe Silveira Brito Borges, Angelica Christina Melo Nunes Astolfi, Edson Takashi Matsubara, Marco A. Alvarez, Hemerson Pistori
2020	J	`jnl`	Recognition of Pantaneira cattle breed using computer vision and convolutional neural networks. Comput. Electron. Agric. Fabricio de Lima Weber, Vanessa Aparecida de Moraes Weber, Geazy Vilharva Menezes, Adair da Silva Oliveira Junior, Daniela Arestides Alves, Marcus Vinicius Morais de Oliveira, Edson Takashi Matsubara, Hemerson Pistori, Urbano Gomes Pinto de Abreu
2019	C	`conf`	Asphalt Pothole Detection in UAV Images Using Convolutional Neural Networks. IGARSS Yuri V. Furusho Becker, Henrique Lopes Siqueira, Edson Takashi Matsubara, Wesley Nunes Gonçalves, José Marcato Junior
2019	J	`jnl`	Assessment of CNN-Based Methods for Individual Tree Detection on Images Captured by RGB Cameras Attached to UAVs. Sensors Anderson Aparecido dos Santos, José Marcato Junior, Márcio Santos Araújo, David Robledo Di Martini, Everton Castelao Tetila, Henrique Lopes Siqueira, Camila Aoki, Anette Eltner, Edson Takashi Matsubara, Hemerson Pistori, Raul Queiroz Feitosa, Veraldo Liesenberg, Wesley Nunes Gonçalves
2019	B	`conf`	BERT for Stock Market Sentiment Analysis. ICTAI Matheus Gomes Sousa, Kenzo Miranda Sakiyama, Lucas de Souza Rodrigues, Pedro Henrique Moraes, Eraldo Rezende Fernandes, Edson Takashi Matsubara
2019	—	`conf`	Counting Cars from Aerial Videos Using Deep Learning. EPIA (1) Caio H. S. Polidoro, Wellington V. M. de Castro, José Marcato Junior, Geison Salgado Filho, Edson Takashi Matsubara
2019	J	`jnl`	Estimating Pasture Biomass and Canopy Height in Brazilian Savanna Using UAV Photogrammetry. Remote. Sens. Juliana Batistoti, José Marcato Junior, Luís Ítavo, Edson Takashi Matsubara, Eva Gomes, Bianca Oliveira, Maurício de Souza, Henrique Lopes Siqueira, Geison Salgado Filho, Thales Akiyama, Wesley Nunes Gonçalves, Veraldo Liesenberg, Jonathan Li, Alexandre Dias
2019	J	`jnl`	Improvement of leaf nitrogen content inference in Valencia-orange trees applying spectral analysis algorithms in UAV mounted-sensor images. Int. J. Appl. Earth Obs. Geoinformation Lucas Prado Osco, Ana Paula Marques Ramos, Érika Akemi Saito Moriya, Maurício de Souza, José Marcato Junior, Edson Takashi Matsubara, Nilton Nobuhiro Imai, José Eduardo Creste
2019	C	`conf`	Machine Learning Applied to Uav Imagery in Precision Agriculture and Forest Monitoring in Brazililian Savanah. IGARSS David Robledo Di Martini, Veraldo Liesenberg, Everton Castelão Tetila, José Marcato Junior, Edson Takashi Matsubara, Henrique Lopes Siqueira, Amaury Antônio de Castro Junior, Márcio Santos Araújo, Carlos Henrique Monteiro, Hemerson Pistori
2019	J	`jnl`	Predicting Canopy Nitrogen Content in Citrus-Trees Using Random Forest Algorithm Associated to Spectral Vegetation Indices from UAV-Imagery. Remote. Sens. Lucas Prado Osco, Ana Paula Marques Ramos, Danillo Roberto Pereira, Érika Akemi Saito Moriya, Nilton Nobuhiro Imai, Edson Takashi Matsubara, Nayara V. Estrabis, Maurício de Souza, José Marcato Junior, Wesley Nunes Gonçalves, Jonathan Li, Veraldo Liesenberg, José Eduardo Creste
2019	C	`conf`	The Impact of Ground Control Point Quantity on Area and Volume Measurements with UAV SFM Photogrammetry Applied in Open Pit Mines. IGARSS Henrique Lopes Siqueira, José Marcato Junior, Edson Takashi Matsubara, Anette Eltner, Reinaldo Almeida Colares, Fabio Martins Santos
2019	B	`conf`	Twitter breaking news detector in the 2018 Brazilian presidential election using word embeddings and convolutional neural networks. IJCNN Kenzo Miranda Sakiyama, Andre Quintiliano Bezerra Silva, Edson Takashi Matsubara
2018	B	`conf`	Improving Instance Selection via Metric Learning. IJCNN Eduardo Zarate Max, Ricardo Marcondes Marcacini, Edson Takashi Matsubara
2018	J	`jnl`	PolyWaTT: A polynomial water travel time estimator based on Derivative Dynamic Time Warping and Perceptually Important Points. Comput. Geosci. Yuri Navarro Claure, Edson Takashi Matsubara, Carlos R. Padovani, Ronaldo Cristiano Prati
2017	A	`conf`	Learning a Fast Bipartite Ranker for Text Documents Using Lexicographical Rankers and ROC Curves. ICDAR Lucas de Souza Rodrigues, Edson Takashi Matsubara, Bruno Magalhães Nogueira
2014	—	`conf`	An Experimental Evaluation of Sentiment Analysis on Financial News Using Prior Polarity Words. IBERAMIA Eduardo Campos, Edson Takashi Matsubara
2013	—	`conf`	Smart Saint: An Active Semi-supervised Learning Internet Filter. BRACIS Felipe Vargas Rigo, Murillo Nicacio Maraes, Edson Takashi Matsubara
2009	J	`jnl`	Uso da ferramenta PreText para mineração de textos extraídos do NCBI para estudo epistemológico da Informática em Saúde. RITA Eliane Colepícolo, Edson Takashi Matsubara, Alex Esteves Jaccoud Falcão, Ivan Torres Pisa
2008	—	`conf`	Missing Value Imputation Using a Semi-supervised Rank Aggregation Approach. SBIA Edson Takashi Matsubara, Ronaldo C. Prati, Gustavo E. A. P. A. Batista, Maria Carolina Monard
2008	—	`—`	Relations among rankings, ROC analysis and calibration applied to machine learning. Edson Takashi Matsubara
2007	—	`conf`	A Simple Lexicographic Ranker and Probability Estimator. ECML Peter A. Flach, Edson Takashi Matsubara
2007	—	`conf`	On classification, ranking, and probability estimation. Probabilistic, Logical and Relational Learning - A Further Synthesis Peter A. Flach, Edson Takashi Matsubara
2006	—	`conf`	On the Class Distribution Labelling Step Sensitivity of CO-TRAINING. IFIP AI Edson Takashi Matsubara, Maria Carolina Monard, Ronaldo C. Prati
2005	—	`conf`	Multi-view Semi-supervised Learning: An Approach to Obtain Different Views from Text Datasets. LAPTEC Edson Takashi Matsubara, Maria Carolina Monard, Gustavo E. A. P. A. Batista