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Journal Articles
- 2022
[j4]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:
BioAutoML: automated feature engineering and metalearning to predict noncoding RNAs in bacteria. Briefings Bioinform. 23(4) (2022)- [j3]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): 1398 (2022) - 2021
- [j2]Jonas Coelho Kasmanas, Alexander Bartholomäus, Felipe Borim Corrêa, Tamara L. Tal, Nico Jehmlich, Gunda Herberth, Martin von Bergen, Peter F. Stadler, André Carlos Ponce de Leon Ferreira de Carvalho, Ulisses Nunes da Rocha:
HumanMetagenomeDB: a public repository of curated and standardized metadata for human metagenomes. Nucleic Acids Res. 49(Database-Issue): D743-D750 (2021) - 2020
- [j1]Felipe Borim Corrêa, João Pedro Saraiva, Peter F. Stadler, Ulisses Nunes da Rocha:
TerrestrialMetagenomeDB: a public repository of curated and standardized metadata for terrestrial metagenomes. Nucleic Acids Res. 48(Database-Issue): D626-D632 (2020)
Conference and Workshop Papers
- 2021
- [c1]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: 81-92
Informal and Other Publications
- 2024
- [i1]André C. P. L. F. de Carvalho, Robson Bonidia, Jude Dzevela Kong, Mariana Dauhajre, Cláudio José Struchiner, Guilherme Tegoni Goedert, Peter F. Stadler, Maria Emília M. T. Walter, Danilo Sipoli Sanches, Troy Day, Marcia Castro, John Edmunds, Manuel Colomé-Hidalgo, Demian Arturo Herrera Morban, Edian F. Franco, Cesar Ugarte-Gil, Patricia Espinoza-Lopez, Gabriel Carrasco-Escobar, Ulisses Nunes da Rocha:
Democratising Artificial Intelligence for Pandemic Preparedness and Global Governance in Latin American and Caribbean Countries. CoRR abs/2409.14181 (2024)
Coauthor Index
aka: André Carlos Ponce de Leon Ferreira de Carvalho
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