David Correa Martins Jr.
Affiliations:- University of Sao Paulo, Institute of Mathematics and Statistics, Brazil
According to our database1,
David Correa Martins Jr.
authored at least 39 papers
between 2004 and 2023.
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Bibliography
2023
Proceedings of the Advances in Bioinformatics and Computational Biology, 2023
2022
Proceedings of the 22nd IEEE International Conference on Bioinformatics and Bioengineering, 2022
2021
Proceedings of the Computational Science and Its Applications - ICCSA 2021, 2021
Proceedings of the Computational Advances in Bio and Medical Sciences: 11th International Conference, 2021
2019
Concurr. Comput. Pract. Exp., 2019
Finding Attractors in Biological Models Based on Boolean Dynamical Systems Using Hitting Set.
Proceedings of the 19th IEEE International Conference on Bioinformatics and Bioengineering, 2019
2017
GeNICE: A Novel Framework for Gene Network Inference by Clustering, Exhaustive Search, and Multivariate Analysis.
J. Comput. Biol., 2017
Finding exact hitting set solutions for systems biology applications using heterogeneous GPU clusters.
Future Gener. Comput. Syst., 2017
2016
A Framework for Scalable Inference of Temporal Gene Regulatory Networks based on Clustering and Multivariate Analysis.
Proceedings of the Workshop on Advances in Bioinformatics and Artificial Intelligence: Bridging the Gap co-located with 25th International Joint Conference on Artificial Intelligence (IJCAI 2016), 2016
2015
NERI: network-medicine based integrative approach for disease gene prioritization by relative importance.
BMC Bioinform., December, 2015
Identifying dense subgraphs in protein-protein interaction network for gene selection from microarray data.
Netw. Model. Anal. Health Informatics Bioinform., 2015
Netw. Model. Anal. Health Informatics Bioinform., 2015
Netw. Model. Anal. Health Informatics Bioinform., 2015
Proceedings of the 15th IEEE/ACM International Symposium on Cluster, 2015
2014
A feature selection technique for inference of graphs from their known topological properties: Revealing scale-free gene regulatory networks.
Inf. Sci., 2014
Multiview Clustering on PPI Network for Gene Selection and Enrichment from Microarray Data.
Proceedings of the 2014 IEEE International Conference on Bioinformatics and Bioengineering, 2014
Proceedings of the 2014 IEEE International Conference on Bioinformatics and Bioengineering, 2014
Proceedings of the 2014 IEEE International Conference on Bioinformatics and Bioengineering, 2014
Proceedings of the 2014 IEEE International Conference on Bioinformatics and Bioengineering, 2014
2013
Signal propagation in Bayesian networks and its relationship with intrinsically multivariate predictive variables.
Inf. Sci., 2013
BMC Bioinform., 2013
2012
Proceedings of the IEEE 2nd International Conference on Computational Advances in Bio and Medical Sciences, 2012
Shortest paths ranking methodology to identify alterations in PPI networks of complex diseases.
Proceedings of the ACM International Conference on Bioinformatics, 2012
2011
An iterative feature selection method for GRNs inference by exploring topological properties
CoRR, 2011
2010
U-curve: A branch-and-bound optimization algorithm for U-shaped cost functions on Boolean lattices applied to the feature selection problem.
Pattern Recognit., 2010
Proceedings of the Pattern Recognition in Bioinformatics, 2010
Inference of Restricted Stochastic Boolean GRN's by Bayesian Error and Entropy Based Criteria.
Proceedings of the Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications, 2010
2009
J. Vis. Commun. Image Represent., 2009
Proceedings of the 2009 IEEE International Workshop on Genomic Signal Processing and Statistics, 2009
Comparative study of GRNS inference methods based on feature selection by mutual information.
Proceedings of the 2009 IEEE International Workshop on Genomic Signal Processing and Statistics, 2009
2008
Feature selection and intrinsically multivariate prediction in gene regulatory networks identification.
PhD thesis, 2008
CoRR, 2008
CoRR, 2008
2007
BMC Bioinform., 2007
2006
Pattern Anal. Appl., 2006
2005
Automatic Window Design for Gray-Scale Image Processing Based on Entropy Minimization.
Proceedings of the Progress in Pattern Recognition, 2005
2004
Proceedings of the XVII Brazilian Symposium on Computer Graphics and Image Processing, 2004