Fabio Ribeiro Cerqueira

Publication Activity (10 Years)

Years Active: 2012-2023
Publications (10 Years): 15

Top Topics

Immune Response

Machine Learning

Top Venues

Artif. Intell. Medicine

Publications

Luísa Ferreira, Daniel Louzada Fernandes, Fabio Ribeiro Cerqueira, Marcos Ribeiro, Michel Melo Silva
Presenter-Centric Image Collection and Annotation: Enhancing Accessibility for the Visually Impaired. SIBGRAPI (2023)
Daniel Louzada Fernandes, Marcos H. F. Ribeiro, Fabio Ribeiro Cerqueira, Michel Melo Silva
Describing Image Focused in Cognitive and Visual Details for Visually Impaired People: An Approach to Generating Inclusive Paragraphs. VISIGRAPP (5: VISAPP) (2022)
Daniel Louzada Fernandes, Marcos Henrique Fonseca Ribeiro, Fabio Ribeiro Cerqueira, Michel Melo Silva
Describing image focused in cognitive and visual details for visually impaired people: An approach to generating inclusive paragraphs. CoRR (2022)
Fabio Ribeiro Cerqueira, Ana Tereza Ribeiro de Vasconcelos
OCCAM: prediction of small ORFs in bacterial genomes by means of a target-decoy database approach and machine learning techniques. Database J. Biol. Databases Curation 2020 (2020)
Alexandre V. Fassio, Charles A. Santana, Fabio Ribeiro Cerqueira, Carlos Henrique da Silveira, João P. R. Romanelli, Raquel Cardoso de Melo Minardi, Sabrina de Azevedo Silveira
An Interactive Strategy to Visualize Common Subgraphs in Protein-Ligand Interaction. IWBBIO (1) (2018)
Yuri Bento Marques, Alcione de Paiva Oliveira, Ana Tereza Ribeiro de Vasconcelos, Fabio Ribeiro Cerqueira
Erratum to: Mirnacle: machine learning with SMOTE and random forest for improving selectivity in pre-miRNA ab initio prediction. BMC Bioinform. 18 (1) (2017)
Jose Cleydson F. Silva, Thales F. M. Carvalho, Elizabeth P. B. Fontes, Fabio Ribeiro Cerqueira
Fangorn Forest (F2): a machine learning approach to classify genes and genera in the family Geminiviridae. BMC Bioinform. 18 (1) (2017)
Jose Cleydson F. Silva, Thales F. M. Carvalho, Marcos F. Basso, Michihito Deguchi, Welison A. Pereira, Roberto R. Sobrinho, Pedro M. P. Vidigal, Otávio J. B. Brustolini, Fabyano F. Silva, Maximiller Dal-Bianco, Renildes L. F. Fontes, Anésia A. Santos, Francisco Murilo Zerbini, Fabio Ribeiro Cerqueira, Elizabeth P. B. Fontes
Geminivirus data warehouse: a database enriched with machine learning approaches. BMC Bioinform. 18 (1) (2017)
Daniel Louzada Fernandes, Rodrigo Siqueira-Batista, Andreia Patricia Gomes, Camila R. Souza, Israel T. da Costa, Felippe da S. L. Cardoso, João V. de Assis, Gustavo H. L. Caetano, Fabio Ribeiro Cerqueira
Investigation of the visual attention role in clinical bioethics decision-making using machine learning algorithms. ICCS (2017)
Charles A. Santana, Fabio Ribeiro Cerqueira, Carlos Henrique da Silveira, Alexandre V. Fassio, Raquel Cardoso de Melo Minardi, Sabrina de Azevedo Silveira
GReMLIN: A Graph Mining Strategy to Infer Protein-Ligand Interaction Patterns. BIBE (2016)
Fabio Ribeiro Cerqueira, Adilson Mendes Ricardo, Alcione de Paiva Oliveira, Armin Graber, Christian Baumgartner
MUMAL2: Improving sensitivity in shotgun proteomics using cost sensitive artificial neural networks and a threshold selector algorithm. BMC Bioinform. 17 (S-18) (2016)
Willian Cordeiro Farago, Alcione de Paiva Oliveira, Rodrigo Siqueira-Batista, Andreia Patricia Gomes, Juliana Lopes Rangel Fietto, Fabio Ribeiro Cerqueira, Luiz Alberto Santana
A Multiagent-based Simulation of the Infection of the Macrophage by Trypanosoma Cruzi in the Acute Phase of Chagas' Disease: Influence of the Initial Inoculum and Protozoan Escape Factor. ICEIS (2) (2016)
Marco A. Pinto-Orellana, Fabio Ribeiro Cerqueira
Patient-Specific Epilepsy Seizure Detection Using Random Forest Classification over One-Dimension Transformed EEG Data. ISDA (2016)
Carlos Antonio Bastos, Alcione de Paiva Oliveira, Fabio Ribeiro Cerqueira, Maurilio De Araujo Possi, Rodrigo Siqueira-Batista, Andreia Patricia Gomes, Luiz Alberto Santana
Multiagent-Based Simulation of the Human Immune System: A Study of the Immune Response and Antimicrobial Therapy in Post-streptococcal Glomerulonephritis. FLAIRS Conference (2016)
Yuri Bento Marques, Alcione de Paiva Oliveira, Ana Tereza Ribeiro de Vasconcelos, Fabio Ribeiro Cerqueira
Mirnacle: machine learning with SMOTE and random forest for improving selectivity in pre-miRNA ab initio prediction. BMC Bioinform. 17 (S-18) (2016)
Fábio Rodrigues Martins, Alcione de Paiva Oliveira, Ricardo dos Santos Ferreira, Fabio Ribeiro Cerqueira
Hardware Architecture Benchmarking for Simulation of Human Immune System by Multi-agent Systems. EUMAS/AT (2015)
Alexandra Moreira, Alcione de Paiva Oliveira, Maria Margarida Salomão, Fabio Ribeiro Cerqueira
Ontological aspects in the formalisation of the FrameNet inheritance relationship. Int. J. Metadata Semant. Ontologies 10 (2) (2015)
Adriano Donato Couto, Fabio Ribeiro Cerqueira, Ricardo dos Santos Ferreira, Alcione de Paiva Oliveira
Proposal of a New Method for de Novo DNA Sequence Assembly Using de Bruijn Graphs. ISCIS (2015)
Fabio Ribeiro Cerqueira, Tiago Geraldo Ferreira, Alcione de Paiva Oliveira, Douglas Adriano Augusto, Eduardo Krempser, Helio José Corrêa Barbosa, Sylvia do Carmo Castro Franceschini, Brunnella Alcantara Chagas de Freitas, Andreia Patricia Gomes, Rodrigo Siqueira-Batista
NICeSim: An open-source simulator based on machine learning techniques to support medical research on prenatal and perinatal care decision making. Artif. Intell. Medicine 62 (3) (2014)
Flávio Oliveira de Sousa, Alcione de Paiva Oliveira, Luiz Alberto Santana, Fabio Ribeiro Cerqueira, Rodrigo Siqueira-Batista, Andreia Patricia Gomes
Predicting the Occurrence of Sepsis by In Silico Simulation. MICAI (2) (2014)
Adriano Donato Couto, Fabio Ribeiro Cerqueira, Rafael Luciano Guerra, Luciana Brugiolo Gonçalves, Carlos de Castro Goulart, Rodrigo Siqueira-Batista, Ricardo dos Santos Ferreira, Alcione de Paiva Oliveira
Theoretical Basis of a New Method for DNA Fragment Assembly in k-mer Graphs. SCCC (2012)
Charles Cassio Da Silva, Alcione de Paiva Oliveira, Maurilio De Araujo Possi, Fabio Ribeiro Cerqueira, Andreia Patricia Gomes, Luiz Alberto Santana, Rodrigo Siqueira-Batista
Immune system simulation: Modeling the mast cell. BIBM (2012)