BioDeepfuse: a hybrid deep learning approach with integrated feature extraction techniques for enhanced non-coding RNA classification
Avila Santos, Anderson P, de Almeida, Breno L S, Bonidia, Robson P, Stadler, Peter F, Stefanic, Polonca, Mandic-Mulec, Ines, Rocha, Ulisses, Sanches, Danilo S, de Carvalho, André C P L F
Published in RNA biology (2024)
Published in RNA biology (2024)
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Journal Article
Information Theory for Biological Sequence Classification: A Novel Feature Extraction Technique Based on Tsallis Entropy
Bonidia, Robson P, Avila Santos, Anderson P, de Almeida, Breno L S, Stadler, Peter F, Nunes da Rocha, Ulisses, Sanches, Danilo S, de Carvalho, André C P L F
Published in Entropy (Basel, Switzerland) (01.10.2022)
Published in Entropy (Basel, Switzerland) (01.10.2022)
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Journal Article
A Novel Decomposing Model With Evolutionary Algorithms for Feature Selection in Long Non-Coding RNAs
Bonidia, Robson P., Machida, Jaqueline Sayuri, Negri, Tatianne C., Alves, Wonder A. L., Kashiwabara, Andre Y., Domingues, Douglas S., De Carvalho, Andre, Paschoal, Alexandre R., Sanches, Danilo S.
Published in IEEE access (2020)
Published in IEEE access (2020)
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Journal Article
Feature extraction approaches for biological sequences: a comparative study of mathematical features
Bonidia, Robson P, Sampaio, Lucas D H, Domingues, Douglas S, Paschoal, Alexandre R, Lopes, Fabrício M, de Carvalho, André C P L F, Sanches, Danilo S
Published in Briefings in Bioinformatics (02.09.2021)
Published in Briefings in Bioinformatics (02.09.2021)
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Journal Article
Web Resource
BioAutoML: automated feature engineering and metalearning to predict noncoding RNAs in bacteria
Bonidia, Robson P, Santos, Anderson P Avila, de Almeida, Breno L S, Stadler, Peter F, da Rocha, Ulisses N, Sanches, Danilo S, de Carvalho, André C P L F
Published in Briefings in bioinformatics (18.07.2022)
Published in Briefings in bioinformatics (18.07.2022)
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Journal Article
Computational Intelligence in Sports: A Systematic Literature Review
Bonidia, Robson P, Rodrigues, Luiz A. L, Avila-Santos, Anderson P, Sanches, Danilo S, Brancher, Jacques D
Year of Publication 30.10.2018
Year of Publication 30.10.2018
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Journal Article
MathPIP: Classification of Proinflammatory Peptides Using Mathematical Descriptors
Cavalcante, João Pedro Uchôa, Gonçalves, Anderson Cardoso, Bonidia, Robson Parmezan, Sanches, Danilo Sipoli, de Carvalho, André Carlos Ponce de Leon Ferreira
Published in Advances in Bioinformatics and Computational Biology (2021)
Published in Advances in Bioinformatics and Computational Biology (2021)
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Book Chapter