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ORCIDDavid Correa Martins Jr.
Person information
- affiliation: University of Sao Paulo, Institute of Mathematics and Statistics, Brazil
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2020 – today
- 2023
[c19]Rodrigo Cesar Bonini, David Correa Martins Jr.:
Gene Networks Inference by Reinforcement Learning. BSB 2023: 136-147- 2022
- [c18]Carlos Reynaldo Portocarrero Tovar, David Correa Martins, Luiz C. S. Rozante, Eloi Araujo:
A Method for Computing Attractor Fields in Coupled Boolean Networks. BIBE 2022: 315-320 - 2021
- [c17]Alexandre Babilone Fonseca, David Correa Martins Jr., Zofia Wicik, Marek Postula, Sérgio Nery Simões:
Addressing Classification on Highly Imbalanced Clinical Datasets. ICCABS 2021: 103-114 - [c16]Rodrigo A. de O. Siqueira
, Marco Aurelio Stefanes, Luiz C. S. Rozante, David Correa Martins Jr., Jorge Estefano Santana de Souza, Eloi Araujo:
Multi-GPU Approach for Large-Scale Multiple Sequence Alignment. ICCSA (1) 2021: 560-575
2010 – 2019
- 2019
- [j17]Danilo Carastan-Santos, David Correa Martins Jr., Siang W. Song, Luiz C. S. Rozante, Raphael Y. de Camargo:
A hybrid CPU-GPU-MIC algorithm for minimal hitting set enumeration. Concurr. Comput. Pract. Exp. 31(18) (2019) - [c15]Carlos Reynaldo Portocarrero Tovar, Eloi Araujo, Danilo Carastan-Santos, David Correa Martins, Luiz C. S. Rozante:
Finding Attractors in Biological Models Based on Boolean Dynamical Systems Using Hitting Set. BIBE 2019: 235-239 - 2017
- [j16]Danilo Carastan-Santos, Raphael Y. de Camargo, David Correa Martins Jr., Siang W. Song, Luiz C. S. Rozante:
Finding exact hitting set solutions for systems biology applications using heterogeneous GPU clusters. Future Gener. Comput. Syst. 67: 418-429 (2017) - [j15]Ricardo de Souza Jacomini, David Correa Martins Jr., Felipe Leno da Silva, Anna Helena Reali Costa:
GeNICE: A Novel Framework for Gene Network Inference by Clustering, Exhaustive Search, and Multivariate Analysis. J. Comput. Biol. 24(8): 809-830 (2017) - 2016
- [c14]Ricardo de Souza Jacomini, David Correa Martins Jr., Felipe Leno da Silva, Anna Helena Reali Costa:
A Framework for Scalable Inference of Temporal Gene Regulatory Networks based on Clustering and Multivariate Analysis. BAI@IJCAI 2016: 7-13 - 2015
- [j14]Sérgio Nery Simões, David Correa Martins, Carlos A. de B. Pereira, Ronaldo Fumio Hashimoto, Helena Paula Brentani:
NERI: network-medicine based integrative approach for disease gene prioritization by relative importance. BMC Bioinform. 16(S19): S9 (2015) - [j13]Ray Duenas Jimenez, David Correa Martins Jr., Carlos Silva Santos:
One genetic algorithm per gene to infer gene networks from expression data. Netw. Model. Anal. Health Informatics Bioinform. 4(1): 19 (2015) - [j12]Tripti Swarnkar, Sérgio Nery Simões, Anji Anurak, Helena Paula Brentani, Jyotirmoy Chatterjee, Ronaldo Fumio Hashimoto, David Correa Martins, Pabitra Mitra:
Identifying dense subgraphs in protein-protein interaction network for gene selection from microarray data. Netw. Model. Anal. Health Informatics Bioinform. 4(1): 33 (2015) - [j11]Carlos Fernando Montoya-Cubas, David Correa Martins Jr., Carlos Silva Santos, Junior Barrera:
Linear grouping of predictor instances to infer gene networks. Netw. Model. Anal. Health Informatics Bioinform. 4(1): 34 (2015) - [c13]Danilo Carastan-Santos, Raphael Yokoingawa de Camargo, David Correa Martins, Siang Wun Song, Luiz Carlos Silva Rozante, Fabrizio Ferreira Borelli:
A Multi-GPU Hitting Set Algorithm for GRNs Inference. CCGRID 2015: 313-322 - 2014
- [j10]Fabrício Martins Lopes, David Correa Martins Jr., Junior Barrera, Roberto Marcondes Cesar Jr.:
A feature selection technique for inference of graphs from their known topological properties: Revealing scale-free gene regulatory networks. Inf. Sci. 272: 1-15 (2014) - [c12]Ray Duenas Jimenez, David Correa Martins Jr., Carlos Silva Santos:
Gene Networks Inference through One Genetic Algorithm Per Gene. BIBE 2014: 1-8 - [c11]Leandro de A. Lima, Sérgio Nery Simões, Ronaldo Fumio Hashimoto, David Correa Martins Jr., Helena Paula Brentani, Guilherme Oliveira Mota:
Network-Based Disease Gene Prioritization by Hitting Time Analysis. BIBE 2014: 9-14 - [c10]Tripti Swarnkar, Sérgio Nery Simões, David Correa Martins, Anji Anurak, Helena Paula Brentani, Ronaldo Fumio Hashimoto, Pabitra Mitra:
Multiview Clustering on PPI Network for Gene Selection and Enrichment from Microarray Data. BIBE 2014: 15-22 - [c9]Carlos Fernando Montoya-Cubas, David Correa Martins Jr., Carlos Silva Santos, Junior Barrera:
Gene Networks Inference through Linear Grouping of Variables. BIBE 2014: 243-250 - 2013
- [j9]Fabrizio F. Borelli, Raphael Y. de Camargo, David Correa Martins Jr., Luiz C. S. Rozante:
Gene regulatory networks inference using a multi-GPU exhaustive search algorithm. BMC Bioinform. 14(S-18): S5 (2013) - [j8]David Correa Martins Jr., Evaldo Araújo de Oliveira, Ulisses M. Braga-Neto, Ronaldo Fumio Hashimoto, Roberto Marcondes Cesar Jr.:
Signal propagation in Bayesian networks and its relationship with intrinsically multivariate predictive variables. Inf. Sci. 225: 18-34 (2013) - 2012
- [c8]Sérgio Nery Simões, David Correa Martins Jr., Helena Paula Brentani, Ronaldo Fumio Hashimoto:
Shortest paths ranking methodology to identify alterations in PPI networks of complex diseases. BCB 2012: 561-563 - [c7]Fabrizio F. Borelli, Raphael Y. de Camargo, David Correa Martins Jr., Beatriz Stransky, Luiz C. S. Rozante:
Accelerating gene regulatory networks inference through GPU/CUDA programming. ICCABS 2012: 1-6 - 2011
- [i3]Fabrício Martins Lopes, David Correa Martins Jr., Junior Barrera, Roberto Marcondes Cesar Jr.:
An iterative feature selection method for GRNs inference by exploring topological properties. CoRR abs/1107.5000 (2011) - 2010
- [j7]Marcelo Ris, Junior Barrera, David Correa Martins Jr.:
U-curve: A branch-and-bound optimization algorithm for U-shaped cost functions on Boolean lattices applied to the feature selection problem. Pattern Recognit. 43(3): 557-568 (2010) - [c6]David Correa Martins Jr., Evaldo Araújo de Oliveira, Vitor H. P. Louzada, Ronaldo Fumio Hashimoto:
Inference of Restricted Stochastic Boolean GRN's by Bayesian Error and Entropy Based Criteria. CIARP 2010: 144-152 - [c5]Fabrício Martins Lopes, David Correa Martins Jr., Junior Barrera, Roberto M. Cesar:
SFFS-MR: A Floating Search Strategy for GRNs Inference. PRIB 2010: 407-418
2000 – 2009
- 2009
- [j6]Fabrício Martins Lopes, David Correa Martins Jr., Roberto Marcondes Cesar Junior:
Feature selection environment for genomic applications. BMC Bioinform. 10: 285 (2009) - [j5]Mario Augusto de Souza Lizier, David Correa Martins Jr., Alex Jesús Cuadros-Vargas, Roberto Marcondes Cesar Junior, Luis Gustavo Nonato:
Generating segmented meshes from textured color images. J. Vis. Commun. Image Represent. 20(3): 190-203 (2009) - [c4]Fabrício Martins Lopes, David Correa Martins Jr., Roberto Marcondes Cesar Jr.:
Comparative study of GRNS inference methods based on feature selection by mutual information. GENSiPS 2009: 1-4 - [c3]David Correa Martins Jr., Evaldo Araújo de Oliveira, Paulo J. S. Silva, Ronaldo Fumio Hashimoto, Roberto Marcondes Cesar Jr.:
Revealing temporal genetic regulatory networks from steady-state distributions. GENSiPS 2009: 1-4 - 2008
- [b1]David Correa Martins Jr.:
Feature selection and intrinsically multivariate prediction in gene regulatory networks identification. University of São Paulo, Brazil, 2008 - [j4]Fabrício Martins Lopes, David Correa Martins Jr., Roberto Marcondes Cesar Junior:
Feature selection environment for genomic applications. BMC Bioinform. 9 (2008) - [j3]David Correa Martins Jr., Ulisses M. Braga-Neto, Ronaldo Fumio Hashimoto, Michael L. Bittner, Edward R. Dougherty:
Intrinsically Multivariate Predictive Genes. IEEE J. Sel. Top. Signal Process. 2(3): 424-439 (2008) - [i2]Fabrício Martins Lopes, David Correa Martins Jr., Roberto M. Cesar:
DimReduction - Interactive Graphic Environment for Dimensionality Reduction. CoRR abs/0805.3964 (2008) - [i1]Marcelo Ris, Junior Barrera, David Correa Martins Jr.:
A branch-and-bound feature selection algorithm for U-shaped cost functions. CoRR abs/0810.5573 (2008) - 2007
- [j2]Junior Barrera, Roberto Marcondes Cesar Junior, Carlos Humes Jr., David Correa Martins Jr., Diogo F. C. Patrão, Paulo J. S. Silva, Helena Paula Brentani:
A feature selection approach for identification of signature genes from SAGE data. BMC Bioinform. 8 (2007) - 2006
- [j1]David Correa Martins Jr., Roberto M. Cesar, Junior Barrera:
W-operator window design by minimization of mean conditional entropy. Pattern Anal. Appl. 9(2-3): 139-153 (2006) - 2005
- [c2]David Correa Martins Jr., Roberto M. Cesar, Junior Barrera:
Automatic Window Design for Gray-Scale Image Processing Based on Entropy Minimization. CIARP 2005: 813-824 - 2004
- [c1]David Correa Martins Jr., Roberto Marcondes Cesar Junior, Junior Barrera:
W-Operator Window Design by Maximization of Training Data Information. SIBGRAPI 2004: 162-169
Coauthor Index
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