Juan G. Colonna

Juan G. Colonna

Universidade Federal do Amazonas

H-index: 14

Latin America-Brazil

About Juan G. Colonna

Juan G. Colonna, With an exceptional h-index of 14 and a recent h-index of 10 (since 2020), a distinguished researcher at Universidade Federal do Amazonas, specializes in the field of Machine Learning, Deep Learning, Digital Signal Processing, Bioacoustics, Ecological Informatics.

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

Catastrophic Forgetting in Deep Learning: A Comprehensive Taxonomy

Discriminative singular spectrum classifier with applications on bioacoustic signal recognition

Bag of tricks for long-tail visual recognition of animal species in camera-trap images

A note on improving the search of optimal prices in envy-free perfect matchings

Monitoramento Ambiental Não Invasivo Utilizando Dados de Sensores e Técnicas de Aprendizagem de Máquina

Classification of Tropical Disease-carrying Mosquitoes Using Deep Learning and SHAP

Investigando a relação entre os aminoácidos de proteínas do vírus da dengue e o desfecho clínico do paciente

How validation methodology influences human activity recognition mobile systems

Juan G. Colonna Information

University

Position

Professor Dr. no Instituto de Computação da

Citations(all)

500

Citations(since 2020)

365

Cited By

255

hIndex(all)

14

hIndex(since 2020)

10

i10Index(all)

16

i10Index(since 2020)

10

Email

University Profile Page

Universidade Federal do Amazonas

Google Scholar

View Google Scholar Profile

Juan G. Colonna Skills & Research Interests

Machine Learning

Deep Learning

Digital Signal Processing

Bioacoustics

Ecological Informatics

Top articles of Juan G. Colonna

Title

Journal

Author(s)

Publication Date

Catastrophic Forgetting in Deep Learning: A Comprehensive Taxonomy

Everton L Aleixo

Juan G Colonna

Marco Cristo

Everlandio Fernandes

2023/12/16

Discriminative singular spectrum classifier with applications on bioacoustic signal recognition

Digital Signal Processing

Bernardo Bentes Gatto

Juan Gabriel Colonna

Eulanda Miranda dos Santos

Alessandro Lameiras Koerich

Kazuhiro Fukui

2023/3/1

Bag of tricks for long-tail visual recognition of animal species in camera-trap images

Ecological Informatics

Fagner Cunha

Eulanda M dos Santos

Juan G Colonna

2023/9/1

A note on improving the search of optimal prices in envy-free perfect matchings

arXiv preprint arXiv:2308.12858

Marcos Salvatierra

Juan G Colonna

Mario Salvatierra Jr

Alcides de C Amorim Neto

2023/8/24

Monitoramento Ambiental Não Invasivo Utilizando Dados de Sensores e Técnicas de Aprendizagem de Máquina

Computação Brasil

Eulanda M dos Santos

Fagner Cunha

Juan G Colonna

José RH Carvalho

2023/7/1

Classification of Tropical Disease-carrying Mosquitoes Using Deep Learning and SHAP

Vinicius LN Fonseca

Fagner Cunha

Larissa Andrade

Juan G Colonna

David De Yong

2023/6/27

Investigando a relação entre os aminoácidos de proteínas do vírus da dengue e o desfecho clínico do paciente

Diego Queiroz

Fagner Cunha

Leonardo Rodrigues Souza

Juan G Colonna

2022/6/7

How validation methodology influences human activity recognition mobile systems

Sensors

Hendrio Bragança

Juan G Colonna

Horácio ABF Oliveira

Eduardo Souto

2022/3/18

Autenticaçao de alunos utilizando Dinâmica de Digitaçao e Redes Neurais Profundas em sistemas Juiz On-line

Ronem Matos Lavareda Filho

Juan Gabriel Colonna

David BF de Oliveira

Edwin Juan LB Monteiro

Paulo Henrique Nellessen Gonçalves

2022/11/16

Using amino acids co-occurrence matrices and explainability model to investigate patterns in dengue virus proteins

BMC bioinformatics

Leonardo R Souza

Juan G Colonna

Joseana M Comodaro

Felipe G Naveca

2022/2/19

Real Time Detection of Mobile Graphical User Interface Elements Using Convolutional Neural Networks

Richard Hada Degaki

Juan Gabriel Colonna

Yadini Lopez

José Reginaldo Carvalho

Edson Silva

2022/11/7

Improving the search of optimal prices in envy-free perfect matchings

Marcos Salvatierra

Juan G Colonna

Mario Salvatierra

Alcides de C Amorim Neto

2022/8/1

Q-funcT: A Reinforcement Learning Approach for Automated Black Box Functionality Testing

Yadini Pérez López

Juan G Colonna

Edson De Araujo Silva

Richard Hada Degaki

Javier Martinez Silva

2022/6/10

Bioacoustic signal denoising: a review

Jie Xie

Juan G Colonna

Jinglan Zhang

2021/6

Filtering empty camera trap images in embedded systems

Fagner Cunha

Eulanda M dos Santos

Raimundo Barreto

Juan G Colonna

2021

Um método de detecção de plágio para sistemas juiz on-line baseado no comportamento dos alunos

David BF de Oliveira

Ronem M Lavareda Filho

Elaine HT Oliveira

Leandro SG Carvalho

Filipe Dwan Pereira

...

2021/11/22

Optimally Solving the Unit-Demand Envy-Free Pricing Problem with Metric Substitutability in Cubic Time

Algorithms

Marcos M Salvatierra

Mario Salvatierra Jr

Juan G Colonna

2021/9/26

Aprendizagem de Máquina para Classificação de Doenças Respiratórias: Uma Revisão Sistemática

Letícia Balbi Silva

Fernando Neves Nogueira

Jackson Matheus dos Santos

Kevin Gustavo Montero Quispe

Rafael Giusti

...

2020

Estimating ecoacoustic activity in the Amazon rainforest through Information Theory quantifiers

PloS one

Juan G Colonna

José RH Carvalho

Osvaldo A Rosso

2020/7/27

Using Triplet Loss for Bird Species Recognition on BirdCLEF 2020.

Thailsson Clementino

Juan Colonna

L Cappellato

C Eickhoff

N Ferro

...

2020

See List of Professors in Juan G. Colonna University(Universidade Federal do Amazonas)

Co-Authors

H-index: 73
Joao Gama

Joao Gama

Universidade do Porto

H-index: 32
Alípio Jorge

Alípio Jorge

Universidade do Porto

H-index: 31
Jinglan Zhang

Jinglan Zhang

Queensland University of Technology

H-index: 29
Eduardo Nakamura

Eduardo Nakamura

Universidade Federal do Amazonas

H-index: 25
Marco Cristo

Marco Cristo

Universidade Federal do Amazonas

H-index: 22
Kazuhiro Fukui

Kazuhiro Fukui

University of Tsukuba

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