David Correa Martins Jr.

36 papers C 5Journal 18Unranked 12

Year	Rank	Type	Title / Venue / Authors
2025	—	`conf`	Efficient Computation of Attractor Fields in Coupled Boolean Networks. ICCSA (1) Luiz C. S. Rozante, Carlos Reynaldo Portocarrero Tovar, David Correa Martins Jr., Raphael Y. de Camargo, Luciana Arantes, Pierre Sens
2024	—	`conf`	AutoBioLearn: An Automated Data Science Framework for eXplainable Analyses (XAI) of Clinical Datasets. BSB Lucas P. B. Moreira, Maria L. G. Kuniyoshi, Zofia Wicik, David Correa Martins Jr., Helena Paula Brentani, Sérgio Nery Simões
2023	—	`conf`	Gene Networks Inference by Reinforcement Learning. BSB Rodrigo Cesar Bonini, David Correa Martins Jr.
2021	—	`conf`	Addressing Classification on Highly Imbalanced Clinical Datasets. ICCABS Alexandre Babilone Fonseca, David Correa Martins Jr., Zofia Wicik, Marek Postula, Sérgio Nery Simões
2021	—	`conf`	Multi-GPU Approach for Large-Scale Multiple Sequence Alignment. ICCSA (1) Rodrigo A. de O. Siqueira, Marco Aurelio Stefanes, Luiz C. S. Rozante, David Correa Martins Jr., Jorge Estefano Santana de Souza, Eloi Araujo
2019	J	`jnl`	A hybrid CPU-GPU-MIC algorithm for minimal hitting set enumeration. Concurr. Comput. Pract. Exp. Danilo Carastan-Santos, David Correa Martins Jr., Siang W. Song, Luiz C. S. Rozante, Raphael Y. de Camargo
2017	J	`jnl`	Finding exact hitting set solutions for systems biology applications using heterogeneous GPU clusters. Future Gener. Comput. Syst. Danilo Carastan-Santos, Raphael Y. de Camargo, David Correa Martins Jr., Siang W. Song, Luiz C. S. Rozante
2017	J	`jnl`	GeNICE: A Novel Framework for Gene Network Inference by Clustering, Exhaustive Search, and Multivariate Analysis. J. Comput. Biol. Ricardo de Souza Jacomini, David Correa Martins Jr., Felipe Leno da Silva, Anna Helena Reali Costa
2016	—	`conf`	A Framework for Scalable Inference of Temporal Gene Regulatory Networks based on Clustering and Multivariate Analysis. BAI@IJCAI Ricardo de Souza Jacomini, David Correa Martins Jr., Felipe Leno da Silva, Anna Helena Reali Costa
2015	J	`jnl`	Linear grouping of predictor instances to infer gene networks. Netw. Model. Anal. Health Informatics Bioinform. Carlos Fernando Montoya-Cubas, David Correa Martins Jr., Carlos Silva Santos, Junior Barrera
2015	J	`jnl`	One genetic algorithm per gene to infer gene networks from expression data. Netw. Model. Anal. Health Informatics Bioinform. Ray Duenas Jimenez, David Correa Martins Jr., Carlos Silva Santos
2014	J	`jnl`	A feature selection technique for inference of graphs from their known topological properties: Revealing scale-free gene regulatory networks. Inf. Sci. Fabrício Martins Lopes, David Correa Martins Jr., Junior Barrera, Roberto Marcondes Cesar Jr.
2014	C	`conf`	Gene Networks Inference through Linear Grouping of Variables. BIBE Carlos Fernando Montoya-Cubas, David Correa Martins Jr., Carlos Silva Santos, Junior Barrera
2014	C	`conf`	Gene Networks Inference through One Genetic Algorithm Per Gene. BIBE Ray Duenas Jimenez, David Correa Martins Jr., Carlos Silva Santos
2014	C	`conf`	Network-Based Disease Gene Prioritization by Hitting Time Analysis. BIBE Leandro de A. Lima, Sérgio Nery Simões, Ronaldo Fumio Hashimoto, David Correa Martins Jr., Helena Paula Brentani, Guilherme Oliveira Mota
2013	J	`jnl`	Gene regulatory networks inference using a multi-GPU exhaustive search algorithm. BMC Bioinform. Fabrizio F. Borelli, Raphael Y. de Camargo, David Correa Martins Jr., Luiz C. S. Rozante
2013	J	`jnl`	Signal propagation in Bayesian networks and its relationship with intrinsically multivariate predictive variables. Inf. Sci. David Correa Martins Jr., Evaldo Araújo de Oliveira, Ulisses M. Braga-Neto, Ronaldo Fumio Hashimoto, Roberto Marcondes Cesar Jr.
2012	—	`conf`	Accelerating gene regulatory networks inference through GPU/CUDA programming. ICCABS Fabrizio F. Borelli, Raphael Y. de Camargo, David Correa Martins Jr., Beatriz Stransky, Luiz C. S. Rozante
2012	—	`conf`	Shortest paths ranking methodology to identify alterations in PPI networks of complex diseases. BCB Sérgio Nery Simões, David Correa Martins Jr., Helena Paula Brentani, Ronaldo Fumio Hashimoto
2011	J	`jnl`	An iterative feature selection method for GRNs inference by exploring topological properties CoRR Fabrício Martins Lopes, David Correa Martins Jr., Junior Barrera, Roberto Marcondes Cesar Jr.
2010	C	`conf`	Inference of Restricted Stochastic Boolean GRN's by Bayesian Error and Entropy Based Criteria. CIARP David Correa Martins Jr., Evaldo Araújo de Oliveira, Vitor H. P. Louzada, Ronaldo Fumio Hashimoto
2010	—	`conf`	SFFS-MR: A Floating Search Strategy for GRNs Inference. PRIB Fabrício Martins Lopes, David Correa Martins Jr., Junior Barrera, Roberto M. Cesar
2010	J	`jnl`	U-curve: A branch-and-bound optimization algorithm for U-shaped cost functions on Boolean lattices applied to the feature selection problem. Pattern Recognit. Marcelo Ris, Junior Barrera, David Correa Martins Jr.
2009	—	`conf`	Comparative study of GRNS inference methods based on feature selection by mutual information. GENSiPS Fabrício Martins Lopes, David Correa Martins Jr., Roberto Marcondes Cesar Jr.
2009	J	`jnl`	Feature selection environment for genomic applications. BMC Bioinform. Fabrício Martins Lopes, David Correa Martins Jr., Roberto Marcondes Cesar Junior
2009	J	`jnl`	Generating segmented meshes from textured color images. J. Vis. Commun. Image Represent. Mario Augusto de Souza Lizier, David Correa Martins Jr., Alex Jesús Cuadros-Vargas, Roberto Marcondes Cesar Junior, Luis Gustavo Nonato
2009	—	`conf`	Revealing temporal genetic regulatory networks from steady-state distributions. GENSiPS David Correa Martins Jr., Evaldo Araújo de Oliveira, Paulo J. S. Silva, Ronaldo Fumio Hashimoto, Roberto Marcondes Cesar Jr.
2008	J	`jnl`	A branch-and-bound feature selection algorithm for U-shaped cost functions CoRR Marcelo Ris, Junior Barrera, David Correa Martins Jr.
2008	J	`jnl`	DimReduction - Interactive Graphic Environment for Dimensionality Reduction CoRR Fabrício Martins Lopes, David Correa Martins Jr., Roberto M. Cesar
2008	—	`—`	Feature selection and intrinsically multivariate prediction in gene regulatory networks identification. David Correa Martins Jr.
2008	J	`jnl`	Feature selection environment for genomic applications. BMC Bioinform. Fabrício Martins Lopes, David Correa Martins Jr., Roberto Marcondes Cesar Junior
2008	J	`jnl`	Intrinsically Multivariate Predictive Genes. IEEE J. Sel. Top. Signal Process. David Correa Martins Jr., Ulisses M. Braga-Neto, Ronaldo Fumio Hashimoto, Michael L. Bittner, Edward R. Dougherty
2007	J	`jnl`	A feature selection approach for identification of signature genes from SAGE data. BMC Bioinform. Junior Barrera, Roberto Marcondes Cesar Junior, Carlos Humes Jr., David Correa Martins Jr., Diogo F. C. Patrão, Paulo J. S. Silva, Helena Paula Brentani
2006	J	`jnl`	W-operator window design by minimization of mean conditional entropy. Pattern Anal. Appl. David Correa Martins Jr., Roberto M. Cesar, Junior Barrera
2005	C	`conf`	Automatic Window Design for Gray-Scale Image Processing Based on Entropy Minimization. CIARP David Correa Martins Jr., Roberto M. Cesar, Junior Barrera
2004	—	`conf`	W-Operator Window Design by Maximization of Training Data Information. SIBGRAPI David Correa Martins Jr., Roberto Marcondes Cesar Junior, Junior Barrera