David Correa Martins Jr.

Publication Activity (10 Years)

Years Active: 2004-2023
Publications (10 Years): 9

Top Venues

BIBE

Netw. Model. Anal. Health Informatics Bioinform.

ICCSA (1)

J. Comput. Biol.

University of São Paulo, Brazil (PHD)

Education History

University of São Paulo, Brazil

PHD

Publications

Rodrigo Cesar Bonini, David Correa Martins Jr.
Gene Networks Inference by Reinforcement Learning. BSB (2023)
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)
Alexandre Babilone Fonseca, David Correa Martins Jr., Zofia Wicik, Marek Postula, Sérgio Nery Simões
Addressing Classification on Highly Imbalanced Clinical Datasets. ICCABS (2021)
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)
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) (2017)
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 (2017)
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)
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) (2015)
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) (2015)
Ray Duenas Jimenez, David Correa Martins Jr., Carlos Silva Santos
Gene Networks Inference through One Genetic Algorithm Per Gene. BIBE (2014)
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 (2014)
Carlos Fernando Montoya-Cubas, David Correa Martins Jr., Carlos Silva Santos, Junior Barrera
Gene Networks Inference through Linear Grouping of Variables. BIBE (2014)
Leandro de A. Lima, Sérgio Nery Simões, Ronaldo Fumio Hashimoto, David Correa Martins Jr., Helena Brentani, Guilherme Oliveira Mota
Network-Based Disease Gene Prioritization by Hitting Time Analysis. BIBE (2014)
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 (2013)
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) (2013)
Sérgio Nery Simões, David Correa Martins Jr., Helena Brentani, Ronaldo Fumio Hashimoto
Shortest paths ranking methodology to identify alterations in PPI networks of complex diseases. BCB (2012)
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)
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 (2011)
Fabrício Martins Lopes, David Correa Martins Jr., Junior Barrera, Roberto M. Cesar
SFFS-MR: A Floating Search Strategy for GRNs Inference. PRIB (2010)
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)
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) (2010)
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)
Fabrício Martins Lopes, David Correa Martins Jr., Roberto Marcondes Cesar Junior
Feature selection environment for genomic applications. BMC Bioinform. 10 (2009)
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) (2009)
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)
Marcelo Ris, Junior Barrera, David Correa Martins Jr.
A branch-and-bound feature selection algorithm for U-shaped cost functions CoRR (2008)
Fabrício Martins Lopes, David Correa Martins Jr., Roberto M. Cesar
DimReduction - Interactive Graphic Environment for Dimensionality Reduction CoRR (2008)
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) (2008)
Fabrício Martins Lopes, David Correa Martins Jr., Roberto Marcondes Cesar Junior
Feature selection environment for genomic applications. BMC Bioinform. 9 (2008)
Junior Barrera, Roberto Marcondes Cesar Junior, Carlos Humes Jr., David Correa Martins Jr., Diogo F. C. Patrão, Paulo J. S. Silva, Helena Brentani
A feature selection approach for identification of signature genes from SAGE data. BMC Bioinform. 8 (2007)
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) (2006)
David Correa Martins Jr., Roberto M. Cesar, Junior Barrera
Automatic Window Design for Gray-Scale Image Processing Based on Entropy Minimization. CIARP (2005)
David Correa Martins Jr., Roberto Marcondes Cesar Junior, Junior Barrera
W-Operator Window Design by Maximization of Training Data Information. SIBGRAPI (2004)

David Correa Martins Jr..css-eqlu8i{font-size:small;padding-left:4px;}

Publication Activity (10 Years)

Top Topics

Top Venues

David Correa Martins Jr.