Robson Parmezan Bonidia

Robson Parmezan Bonidia

Universidade de São Paulo

H-index: 8

Latin America-Brazil

About Robson Parmezan Bonidia

Robson Parmezan Bonidia, With an exceptional h-index of 8 and a recent h-index of 8 (since 2020), a distinguished researcher at Universidade de São Paulo, specializes in the field of Machine Learning, Pattern Recognition, Applied Artificial Intelligence, Bio-Inspired Computing.

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

BioDeepfuse: a hybrid deep learning approach with integrated feature extraction techniques for enhanced non-coding RNA classification

BioPrediction: Democratizing Machine Learning in the Study of Molecular Interactions

Predizendo os Vencedores dos Playoffs: Um Estudo de Caso com Aprendizado de Máquina em Partidas de Futebol Americano

Grace: Sistema de Recomendação de Currículos com Inteligência Artificial

BioAutoML: automated feature engineering and metalearning to predict noncoding RNAs in bacteria

Pilot Sequence Allocation Schemes in Massive MIMO Systems Using Heuristic Approaches

MathFeature: feature extraction package for DNA, RNA and protein sequences based on mathematical descriptors

Information theory for biological sequence classification: a novel feature extraction technique based on Tsallis entropy

Robson Parmezan Bonidia Information

University

Position

ICMC - Instituto de Ciências Matemáticas e de Computação

Citations(all)

226

Citations(since 2020)

214

Cited By

49

hIndex(all)

8

hIndex(since 2020)

8

i10Index(all)

8

i10Index(since 2020)

8

Email

University Profile Page

Universidade de São Paulo

Google Scholar

View Google Scholar Profile

Robson Parmezan Bonidia Skills & Research Interests

Machine Learning

Pattern Recognition

Applied Artificial Intelligence

Bio-Inspired Computing

Top articles of Robson Parmezan Bonidia

Title

Journal

Author(s)

Publication Date

BioDeepfuse: a hybrid deep learning approach with integrated feature extraction techniques for enhanced non-coding RNA classification

RNA biology

Anderson P Avila Santos

Breno LS de Almeida

Robson P Bonidia

Peter F Stadler

Polonca Stefanic

...

2024/12/31

BioPrediction: Democratizing Machine Learning in the Study of Molecular Interactions

Bruno Rafael Florentino

Natan Henrique Sanches

Robson Parmezan Bonidia

André CPLF de Carvalho

2023/9/25

Predizendo os Vencedores dos Playoffs: Um Estudo de Caso com Aprendizado de Máquina em Partidas de Futebol Americano

Danielle Regina Bernardes

João Fernando V Franciscon

Fernando Rafael Araújo

Marcos Paulo de Oliveira

Robson P Bonidia

2023/9/25

Grace: Sistema de Recomendação de Currículos com Inteligência Artificial

Ana Clara B Medeiros

João Fernando V Franciscon

Julia Brugnari P Longo

Marcos Vinícius R de Moraes

Mariana de O Macedo

...

2023/9/25

BioAutoML: automated feature engineering and metalearning to predict noncoding RNAs in bacteria

Briefings in bioinformatics

Robson P Bonidia

Anderson P Avila Santos

Breno LS de Almeida

Peter F Stadler

Ulisses N da Rocha

...

2022/7/18

Pilot Sequence Allocation Schemes in Massive MIMO Systems Using Heuristic Approaches

Applied Sciences

Everton Alex Matos

Robson Parmezan Bonidia

Danilo Sipoli Sanches

Rogério Santos Pozza

Lucas Dias Hiera Sampaio

2022/5/19

MathFeature: feature extraction package for DNA, RNA and protein sequences based on mathematical descriptors

Briefings in bioinformatics

Robson P Bonidia

Douglas S Domingues

Danilo S Sanches

André CPLF de Carvalho

2022/1

Information theory for biological sequence classification: a novel feature extraction technique based on Tsallis entropy

Entropy

Robson P Bonidia

Anderson P Avila Santos

Breno LS de Almeida

Peter F Stadler

Ulisses Nunes da Rocha

...

2022/10/1

Feature importance analysis of non-coding dna/rna sequences based on machine learning approaches

Breno Lívio Silva de Almeida

Alvaro Pedroso Queiroz

Anderson Paulo Avila Santos

Robson Parmezan Bonidia

Ulisses Nunes da Rocha

...

2021

Feature extraction approaches for biological sequences: a comparative study of mathematical features

Robson P Bonidia

Lucas DH Sampaio

Douglas S Domingues

Alexandre R Paschoal

Fabrício M Lopes

...

2021/9

CRISPRloci: comprehensive and accurate annotation of CRISPR–Cas systems

Nucleic Acids Research

Omer S Alkhnbashi

Alexander Mitrofanov

Robson Bonidia

Martin Raden

Van Dinh Tran

...

2021/7/2

MathPIP: classification of proinflammatory peptides using mathematical descriptors

João Pedro Uchôa Cavalcante

Anderson Cardoso Gonçalves

Robson Parmezan Bonidia

Danilo Sipoli Sanches

André Carlos Ponce de Leon Ferreira de Carvalho

2021

A novel decomposing model with evolutionary algorithms for feature selection in long non-coding rnas

IEEE Access

Robson P Bonidia

Jaqueline Sayuri Machida

Tatianne C Negri

Wonder AL Alves

André Y Kashiwabara

...

2020/9/30

Procedural versus human level generation: Two sides of the same coin?

International Journal of Human-Computer Studies

Luiz Rodrigues

Robson Bonidia

Jacques Brancher

2020/9/1

See List of Professors in Robson Parmezan Bonidia University(Universidade de São Paulo)

Co-Authors

H-index: 115
Peter F Stadler

Peter F Stadler

Universität Leipzig

H-index: 67
André Carlos Ponce de Leon Ferreira de Carvalho

André Carlos Ponce de Leon Ferreira de Carvalho

Universidade de São Paulo

H-index: 65
Rolf Backofen

Rolf Backofen

Albert-Ludwigs-Universität Freiburg

H-index: 25
Douglas Silva Domingues

Douglas Silva Domingues

Universidade Estadual Paulista

H-index: 20
Martin Raden, nee Mann

Martin Raden, nee Mann

Albert-Ludwigs-Universität Freiburg

H-index: 18
Fabrício Martins Lopes

Fabrício Martins Lopes

Universidade Tecnológica Federal do Paraná

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