Robson Bonidia

According to our database, Robson Bonidia authored at least 14 papers between 2017 and 2022.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2022

Information Theory for Biological Sequence Classification: A Novel Feature Extraction Technique Based on Tsallis Entropy.

Robson Parmezan Bonidia, Anderson P. Avila-Santos, Breno Lívio Silva de Almeida, Peter F. Stadler, Ulisses Nunes da Rocha, Danilo Sipoli Sanches, André C. P. L. F. de Carvalho

Entropy, 2022

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

Robson Bonidia, Douglas Silva Domingues, Danilo Sipoli Sanches, André C. P. L. F. de Carvalho

Briefings Bioinform., 2022

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

Robson Bonidia, Anderson P. Avila-Santos, Breno Lívio Silva de Almeida, Peter F. Stadler, Ulisses Nunes da Rocha, Danilo Sipoli Sanches, André C. P. L. F. de Carvalho

Briefings Bioinform., 2022

2021

<tt>CRISPRloci: </tt> comprehensive and accurate annotation of CRISPR-Cas systems.

Omer S. Alkhnbashi, Alexander Mitrofanov, Robson Bonidia, Martin Raden, Van Dinh Tran, Florian Eggenhofer, Shiraz A. Shah, Ekrem Öztürk, Victor Alexandre Padilha, Danilo Sipoli Sanches, André C. P. L. F. de Carvalho, Rolf Backofen

Nucleic Acids Res., 2021

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

Robson Bonidia, Lucas Dias H. Sampaio, Douglas Silva Domingues, Alexandre Rossi Paschoal, Fabrício Martins Lopes, André C. P. L. F. de Carvalho, Danilo Sipoli Sanches

Briefings Bioinform., 2021

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

Proceedings of the Advances in Bioinformatics and Computational Biology, 2021

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, Danilo Sipoli Sanches, André Carlos Ponce de Leon Ferreira de Carvalho

Proceedings of the Advances in Bioinformatics and Computational Biology, 2021

2020

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

Luiz A. L. Rodrigues, Robson Bonidia, Jacques Brancher

Int. J. Hum. Comput. Stud., 2020

A Novel Decomposing Model With Evolutionary Algorithms for Feature Selection in Long Non-Coding RNAs.

Robson Parmezan Bonidia, Jaqueline Sayuri Machida, Tatianne da Costa Negri, Wonder Alexandre Luz Alves, André Y. Kashiwabara, Douglas Silva Domingues, André C. P. L. F. de Carvalho, Alexandre Rossi Paschoal, Danilo Sipoli Sanches

IEEE Access, 2020

2019

Feature Extraction of Long Non-coding RNAs: A Fourier and Numerical Mapping Approach.

Robson Bonidia, Lucas Dias Hiera Sampaio, Fabrício Martins Lopes, Danilo Sipoli Sanches

Proceedings of the Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications, 2019

Selecting the Most Relevant Features for the Identification of Long Non-Coding RNAs in Plants.

Robson Parmezan Bonidia, André Carlos Ponce de Leon Ferreira de Carvalho, Alexandre Rossi Paschoal, Danilo Sipoli Sanches

Proceedings of the 8th Brazilian Conference on Intelligent Systems, 2019

2018

Computational Intelligence in Sports: A Systematic Literature Review.

Robson Bonidia, Luiz A. L. Rodrigues, Anderson P. Avila-Santos, Danilo Sipoli Sanches, Jacques Brancher

Adv. Hum. Comput. Interact., 2018

EcoCloud: A Specialized Computer System for Elaboration Echocardiography Reports.

Renato Kuroe, Robson Bonidia, Luiz A. L. Rodrigues, Jacques Brancher, Danilo Sipoli Sanches, Willyan Nazima, Fabrício Furtado

Proceedings of the 24th Americas Conference on Information Systems, 2018

2017

Sistema Integrado de Gestão Esportiva: uma Ferramenta de Apoio ao Programa Talento Olímpico do Paraná.

Robson Bonidia, Luiz A. L. Rodrigues, Jacques Brancher, Roberto Santos do Carmo, Carolina Massae

Proceedings of the 13th Brazilian Symposium on Information Systems, 2017