David Correa Martins Jr
David Correa Martins Jr
Centro de Matemática, Computação e Cognição - Universidade Federal do ABC
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Feature selection environment for genomic applications
FM Lopes, DC Martins, RM Cesar
BMC bioinformatics 9, 1-8, 2008
Feature selection environment for genomic applications
FM Lopes, DC Martins, RM Cesar
BMC bioinformatics 9, 1-8, 2008
ACE2 interaction networks in COVID-19: a physiological framework for prediction of outcome in patients with cardiovascular risk factors
Z Wicik, C Eyileten, D Jakubik, SN Simões, DC Martins, R Pavão, ...
Journal of Clinical Medicine 9 (11), 3743, 2020
A feature selection technique for inference of graphs from their known topological properties: Revealing scale-free gene regulatory networks
FM Lopes, DC Martins Jr, J Barrera, RM Cesar Jr
Information Sciences 272, 1-15, 2014
Intrinsically multivariate predictive genes
DC Martins, UM Braga-Neto, RF Hashimoto, ML Bittner, ER Dougherty
IEEE Journal of Selected Topics in Signal Processing 2 (3), 424-439, 2008
Constructing Probabilistic Genetic Networks of Plasmodium falciparum from Dynamical Expression Signals of the Intraerythrocytic Development Cycle
J Barrera, RM Cesar, DC Martins, RZN Vêncio, EF Merino, MM Yamamoto, ...
Methods of microarray data analysis V, 11-26, 2007
W-operator window design by minimization of mean conditional entropy
DC Martins, RM Cesar, J Barrera
Pattern analysis and applications 9, 139-153, 2006
Multidimensional integrative analysis uncovers driver candidates and biomarkers in penile carcinoma
FA Marchi, DC Martins, MC Barros-Filho, H Kuasne, AF Busso Lopes, ...
Scientific reports 7 (1), 6707, 2017
U-curve: A branch-and-bound optimization algorithm for U-shaped cost functions on Boolean lattices applied to the feature selection problem
M Ris, J Barrera, DC Martins Jr
Pattern Recognition 43 (3), 557-568, 2010
Gene regulatory networks inference using a multi-GPU exhaustive search algorithm
FF Borelli, RY de Camargo, DC Martins, LCS Rozante
BMC bioinformatics 14 (18), 1-12, 2013
Transcriptome analysis of mesenchymal stem cells from multiple myeloma patients reveals downregulation of genes involved in cell cycle progression, immune response, and bone …
RC Fernando, DR Mazzotti, H Azevedo, AF Sandes, EG Rizzatti, ...
Scientific reports 9 (1), 1-16, 2019
Transcriptome Analysis of Mesenchymal Stem Cells from Multiple Myeloma Patients Reveals Downregulation of Genes Involved in Cell Cycle Progression, Immune Response, and Bone …
RC Fernando, DR Mazzotti, H Azevedo, AF Sandes, EG Rizzatti, ...
Scientific reports 9 (1), 1-16, 2019
Assessment of complementarity of WGCNA and NERI results for identification of modules associated to schizophrenia spectrum disorders
ASA Feltrin, AC Tahira, SN Simoes, H Brentani, DC Martins Jr
PLoS One 14 (1), e0210431, 2019
Signaling transcript profile of the asexual intraerythrocytic development cycle of Plasmodium falciparum induced by melatonin and cAMP
WR Lima, G Tessarin-Almeida, A Rozanski, KS Parreira, MS Moraes, ...
Genes & Cancer 7 (9-10), 323, 2016
Comparative study of GRNs inference methods based on feature selection by mutual information
FM Lopes, DC Martins, RM Cesar
2009 IEEE International Workshop on Genomic Signal Processing and Statistics …, 2009
A new annotation tool for malaria based on inference of probabilistic genetic networks
J Barrera, RM Cesar Jr, DC Martins Jr, EF Merino, RZN Vêncio, ...
Critical Assessment of Microarray Data Analysis, Durham, 36-40, 2004
SFFS-MR: a floating search strategy for GRNs inference
FM Lopes, DC Martins, J Barrera, RM Cesar
Pattern Recognition in Bioinformatics: 5th IAPR International Conference …, 2010
Initial findings of striatum tripartite model in OCD brain samples based on transcriptome analysis
BCG Lisboa, KC Oliveira, AC Tahira, AR Barbosa, ASA Feltrin, G Gouveia, ...
Scientific reports 9 (1), 3086, 2019
Finding exact hitting set solutions for systems biology applications using heterogeneous GPU clusters
D Carastan-Santos, RY de Camargo, DC Martins Jr, SW Song, ...
Future Generation Computer Systems 67, 418-429, 2017
NERI: network-medicine based integrative approach for disease gene prioritization by relative importance
SN Simões, DC Martins, CAB Pereira, RF Hashimoto, H Brentani
BMC bioinformatics 16, 1-14, 2015
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