Edson Takashi Matsubara

Edson Takashi Matsubara

Universidade Federal de Mato Grosso do Sul

H-index: 18

Latin America-Brazil

About Edson Takashi Matsubara

Edson Takashi Matsubara, With an exceptional h-index of 18 and a recent h-index of 15 (since 2020), a distinguished researcher at Universidade Federal de Mato Grosso do Sul, specializes in the field of Artificial Intelligence, Machine Learning, Learning to Rank.

His recent articles reflect a diverse array of research interests and contributions to the field:

Smartphone region-wise image indoor localization using deep learning for indoor tourist attraction

DESCINet: A hierarchical deep convolutional neural network with skip connection for long time series forecasting

Estudo de Selecao de Instâncias em Aprendizado de Métrica para o problema de classificaçao com Aprendizado Incremental

A Framework for Controversial Political Topics Identification Using Twitter Data

API para Detecção e Reconhecimento de Faces: Análise da Viabilidade de Fine-tuning em um Modelo Zero-shot

Hyacinth macaw: a project-based learning program to develop talents in Software Engineering for Artificial Intelligence

Counting cattle in UAV images using convolutional neural network

Deep4Fusion: A Deep FORage Fusion framework for high-throughput phenotyping for green and dry matter yield traits

Edson Takashi Matsubara Information

University

Position

Professor of Computer Science

Citations(all)

1400

Citations(since 2020)

1108

Cited By

458

hIndex(all)

18

hIndex(since 2020)

15

i10Index(all)

29

i10Index(since 2020)

20

Email

University Profile Page

Universidade Federal de Mato Grosso do Sul

Google Scholar

View Google Scholar Profile

Edson Takashi Matsubara Skills & Research Interests

Artificial Intelligence

Machine Learning

Learning to Rank

Top articles of Edson Takashi Matsubara

Title

Journal

Author(s)

Publication Date

Smartphone region-wise image indoor localization using deep learning for indoor tourist attraction

arXiv preprint arXiv:2403.07621

Gabriel Toshio Hirokawa Higa

Rodrigo Stuqui Monzani

Jorge Fernando da Silva Cecatto

Maria Fernanda Balestieri Mariano de Souza

Vanessa Aparecida de Moraes Weber

...

2024/3/12

DESCINet: A hierarchical deep convolutional neural network with skip connection for long time series forecasting

André Quintiliano Bezerra Silva

Wesley Nunes Gonçalves

Edson Takashi Matsubara

2023/4/28

Estudo de Selecao de Instâncias em Aprendizado de Métrica para o problema de classificaçao com Aprendizado Incremental

Luiz Santos

Matheus Vyctor Espındola

Edson Takashi Matsubara

2023

A Framework for Controversial Political Topics Identification Using Twitter Data

Kenzo Sakiyama

Lucas de Souza Rodrigues

Bruno Magalhães Nogueira

Edson Takashi Matsubara

Roseli AF Romero

2023/9/25

API para Detecção e Reconhecimento de Faces: Análise da Viabilidade de Fine-tuning em um Modelo Zero-shot

Thiago Edgar Bauce Venancio

Edson Takashi Matsubara

2023

Hyacinth macaw: a project-based learning program to develop talents in Software Engineering for Artificial Intelligence

Awdren Fontão

Edson Matsubara

Henrique Mongelli

Marcio Medeiros

Carlos Lourenço

...

2023/9/25

Counting cattle in UAV images using convolutional neural network

Remote Sensing Applications: Society and Environment

Fabricio de Lima Weber

Vanessa Aparecida de Moraes Weber

Pedro Henrique de Moraes

Edson Takashi Matsubara

Débora Maria Barroso Paiva

...

2023/1/1

Deep4Fusion: A Deep FORage Fusion framework for high-throughput phenotyping for green and dry matter yield traits

Computers and Electronics in Agriculture

Lucas de Souza Rodrigues

Edmar Caixeta Filho

Kenzo Sakiyama

Mateus Figueiredo Santos

Liana Jank

...

2023/8/1

Fotogrametria com VANT aplicada em estudos ambientais rodoviários

Brazilian Journal of Development

Silvio Ricardo Santos Ascenção

Henrique Lopes Siqueira

Márcio Santos Araújo

Maurício de Souza

Edson Takashi Matsubara

...

2022/2/25

An approach for applying natural language processing to image classification problems

Neurocomputing

Gilberto Astolfi

Diego André Sant’Ana

João Vitor de Andrade Porto

Fabio Prestes Cesar Rezende

Everton Castelao Tetila

...

2022/11/7

Line-based deep learning method for tree branch detection from digital images

International Journal of Applied Earth Observation and Geoinformation

Rodrigo Silva

José Marcato Junior

Laisa Almeida

Diogo Gonçalves

Pedro Zamboni

...

2022/6/1

Counting and locating high-density objects using convolutional neural network

Expert Systems with Applications

Mauro dos Santos de Arruda

Lucas Prado Osco

Plabiany Rodrigo Acosta

Diogo Nunes Gonçalves

José Marcato Junior

...

2022/6/1

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

...

2022/5/28

Entity Extraction from Portuguese Legal Documents Using Distant Supervision

Computational Processing of the Portuguese Language: 15th International Conference, PROPOR 2022, Fortaleza, Brazil, March 21–23, 2022, Proceedings

Caio MO Robaldo

Gustavo R Lobato

Paulo A Vilela

Edson T Matsubara

Eraldo R Fernandes

2022/3/17

Successful Youtube video identification using multimodal deep learning

Lucas de Souza Rodrigues

Kenzo Sakiyama

Leozitor Floro de Souza

Edson Takashi Matsubara

Bruno Nogueira

2022/11/28

Pasto Certo-versão 3.0: aplicativo para dispositivos móveis e desktop sobre forrageiras tropicais.

SCL Barrios

C Carromeu

LL CRIVELLARO

JR VERZIGNASSI

AH ZIMMER

...

2021

Syntactic pattern recognition in computer vision: A systematic review

Gilberto Astolfi

Fábio Prestes Cesar Rezende

João Vitor De Andrade Porto

Edson Takashi Matsubara

Hemerson Pistori

2021/4/17

Recognizing and counting Dendrocephalus brasiliensis (Crustacea: Anostraca) cysts using deep learning

Plos one

Angelica Christina Melo Nunes Astolfi

Gilberto Astolfi

Maria Gabriela Alves Ferreira

Thaynara D’avalo Centurião

Leyzinara Zenteno Clemente

...

2021/3/18

A review on deep learning in UAV remote sensing

International Journal of Applied Earth Observation and Geoinformation

Lucas Prado Osco

José Marcato Junior

Ana Paula Marques Ramos

Lúcio André de Castro Jorge

Sarah Narges Fatholahi

...

2021/1/22

Pasto Certo-version 3.0: mobile and desktop application about tropical forages.

Sanzio Carvalho Lima Barrios

Camilo Carromeu

Leonardo Lazarino Crivellaro

Jaqueline Rosemeire Verzignassi

Ademir Hugo Zimmer

...

2021

See List of Professors in Edson Takashi Matsubara University(Universidade Federal de Mato Grosso do Sul)

Co-Authors

H-index: 72
Peter Flach

Peter Flach

University of Bristol

H-index: 33
Maria-Carolina Monard

Maria-Carolina Monard

Universidade de São Paulo

H-index: 26
Ronaldo C. Prati

Ronaldo C. Prati

Universidade Federal do ABC

H-index: 5
Willian Zalewski

Willian Zalewski

Universidade Federal da Integração Latino-Americana

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