Robson Parmezan Bonidia

Publication Activity (10 Years)

Years Active: 2019-2022
Publications (10 Years): 5

Top Topics

Information Theory

Sequence Classification

Machine Learning Approaches

Feature Importance

Top Venues

Publications

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
Information Theory for Biological Sequence Classification: A Novel Feature Extraction Technique Based on Tsallis Entropy. Entropy 24 (10) (2022)
João Pedro Uchôa Cavalcante, Anderson Cardoso Gonçalves, Robson Parmezan Bonidia, Danilo Sipoli Sanches, André Carlos Ponce de Leon Ferreira de Carvalho
MathPIP: Classification of Proinflammatory Peptides Using Mathematical Descriptors. BSB (2021)
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
Feature Importance Analysis of Non-coding DNA/RNA Sequences Based on Machine Learning Approaches. BSB (2021)
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
A Novel Decomposing Model With Evolutionary Algorithms for Feature Selection in Long Non-Coding RNAs. IEEE Access 8 (2020)
Robson Parmezan Bonidia, André Carlos Ponce de Leon Ferreira de Carvalho, Alexandre Rossi Paschoal, Danilo Sipoli Sanches
Selecting the Most Relevant Features for the Identification of Long Non-Coding RNAs in Plants. BRACIS (2019)