Bruno César Feltes

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 9

Top Topics

Wilcoxon Rank Sum

Cancer Classification

Gene Expression

Top Venues

J. Comput. Biol.

J. Comput. Chem.

J. Biomed. Informatics

WIREs Data. Mining. Knowl. Discov.

Publications

Bruno Iochins Grisci, Bruno César Feltes, Joice De Faria Poloni, Pedro Henrique Narloch, Márcio Dorn
The use of gene expression datasets in feature selection research: 20 years of inherent bias? WIREs Data. Mining. Knowl. Discov. 14 (2) (2024)
Bruno César Feltes, Éderson Sales Moreira Pinto, Arthur Tonietto Mangini, Márcio Dorn
NIAS-Server 2.0: A versatile complementary tool for structural biology studies. J. Comput. Chem. 44 (18) (2023)
Itamar José Guimarães Nunes, Bruno César Feltes, Murilo Zanini David, Márcio Dorn
Gene Expression Variation Analysis (GEVA): A new R package to evaluate variations in differential expression in multiple biological conditions. J. Biomed. Informatics 129 (2022)
Éderson Sales Moreira Pinto, Bruno César Feltes, Conrado Pedebos, Márcio Dorn
Modifying the catalytic preference of alpha-amylase toward n-alkanes for bioremediation purposes using in silico strategies. J. Comput. Chem. 42 (22) (2021)
Bruno César Feltes, Joice De Faria Poloni, Márcio Dorn
Benchmarking and Testing Machine Learning Approaches with BARRA: CuRDa, a Curated RNA-Seq Database for Cancer Research. J. Comput. Biol. 28 (9) (2021)
Márcio Dorn, Bruno Iochins Grisci, Pedro Henrique Narloch, Bruno César Feltes, Eduardo Avila, Alessandro Kahmann, Clarice Sampaio Alho
Comparison of machine learning techniques to handle imbalanced COVID-19 CBC datasets. PeerJ Comput. Sci. 7 (2021)
Bruno César Feltes, Laure Chandelier, Bruno Iochins Grisci, Márcio Dorn
CuMiDa: An Extensively Curated Microarray Database for Benchmarking and Testing of Machine Learning Approaches in Cancer Research. J. Comput. Biol. 26 (4) (2019)
Bruno Iochins Grisci, Bruno César Feltes, Márcio Dorn
Neuroevolution as a tool for microarray gene expression pattern identification in cancer research. J. Biomed. Informatics 89 (2019)
Bruno Iochins Grisci, Bruno César Feltes, Márcio Dorn
Microarray Classification and Gene Selection with FS-NEAT. CEC (2018)