Junior Barrera

Junior Barrera

Universidade de São Paulo

H-index: 28

Latin America-Brazil

About Junior Barrera

Junior Barrera, With an exceptional h-index of 28 and a recent h-index of 11 (since 2020), a distinguished researcher at Universidade de São Paulo, specializes in the field of Computational Learning, Statistical Pattern Recognition, Mathematical Morphology, Bioinformatics, Sports Science.

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

The lattice overparametrization paradigm for the machine learning of lattice operators

An Algorithm to Train Unrestricted Sequential Discrete Morphological Neural Networks

Discrete morphological neural networks

Opening Note: The Golden Jubilee of the Institute of Mathematics and Statistics of the University of São Paulo

From mathematical morphology to machine learning of image operators

The role of prior information and computational power in Machine Learning

A method for classifying and evaluating the efficiency of offensive playing styles in soccer

An efficient, parallelized algorithm for optimal conditional entropy-based feature selection

Junior Barrera Information

University

Position

Professor Computer Science

Citations(all)

2996

Citations(since 2020)

434

Cited By

2647

hIndex(all)

28

hIndex(since 2020)

11

i10Index(all)

64

i10Index(since 2020)

12

Email

University Profile Page

Universidade de São Paulo

Google Scholar

View Google Scholar Profile

Junior Barrera Skills & Research Interests

Computational Learning

Statistical Pattern Recognition

Mathematical Morphology

Bioinformatics

Sports Science

Top articles of Junior Barrera

Title

Journal

Author(s)

Publication Date

The lattice overparametrization paradigm for the machine learning of lattice operators

Diego Marcondes

Junior Barrera

2024/4/15

An Algorithm to Train Unrestricted Sequential Discrete Morphological Neural Networks

Diego Marcondes

Mariana Feldman

Junior Barrera

2024/4/15

Discrete morphological neural networks

arXiv preprint arXiv:2309.00588

Diego Marcondes

Junior Barrera

2023/9/1

Opening Note: The Golden Jubilee of the Institute of Mathematics and Statistics of the University of São Paulo

São Paulo Journal of Mathematical Sciences

Junior Barrera

Luiz Renato Fontes

Claudio Gorodski

Clodoaldo Grotta Ragazzo

Yoshiharu Kohayakawa

2022/5

From mathematical morphology to machine learning of image operators

Junior Barrera

Ronaldo F Hashimoto

Nina ST Hirata

R Hirata Jr

Marcelo S Reis

2022/5

The role of prior information and computational power in Machine Learning

arXiv preprint arXiv:2211.01972

Diego Marcondes

Adilson Simonis

Junior Barrera

2022/10/31

A method for classifying and evaluating the efficiency of offensive playing styles in soccer

Journal of Physical Education and Sport (JPES)

Rene Drezner

Leonard Lamas

Clever Farias

Junior Barrera

Luiz Dantas

2020

An efficient, parallelized algorithm for optimal conditional entropy-based feature selection

Entropy

Gustavo Estrela

Marco Dimas Gubitoso

Carlos Eduardo Ferreira

Junior Barrera

Marcelo S Reis

2020/4/24

Learning the Hypotheses Space from data: Learning Space and U-curve Property

arXiv preprint arXiv:2001.09532

Diego Marcondes

Adilson Simonis

Junior Barrera

2020/1/26

Learning the Hypotheses Space from data

Diego Marcondes

Adilson Simonis

Junior Barrera

2020/1/26

See List of Professors in Junior Barrera University(Universidade de São Paulo)