Marcelo Azevedo Costa

25 papers B 3C 1Journal 10Unranked 9

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	A Control Chart for the Joint Monitoring of Mean and Variance With Klein's Supplementary Rule. Qual. Reliab. Eng. Int. Víctor Brito Quinino, Marcelo Azevedo Costa, Anderson Laécio Galindo Trindade
2023	J	`jnl`	A Data-Driven Framework for Small Hydroelectric Plant Prognosis Using Tsfresh and Machine Learning Survival Models. Sensors Rodrigo Barbosa de Santis, Tiago Silveira Gontijo, Marcelo Azevedo Costa
2020	J	`jnl`	Neural Networks Multiobjective Learning With Spherical Representation of Weights. IEEE Trans. Neural Networks Learn. Syst. Honovan P. Rocha, Marcelo Azevedo Costa, Antônio P. Braga
2015	J	`jnl`	A Ranking Approach for Probe Selection and Classification of Microarray Data with Artificial Neural Networks. J. Comput. Biol. Alexandre Wagner Chagas Faria, Alisson Marques da Silva, Thiago de Souza Rodrigues, Marcelo Azevedo Costa, Antônio de Pádua Braga
2015	B	`conf`	Training Multi-Layer Perceptron with Multi-Objective Optimization and Spherical Weights Representation. ESANN Honovan P. Rocha, Marcelo Azevedo Costa, Antônio P. Braga
2012	J	`jnl`	Constrained spanning tree algorithms for irregularly-shaped spatial clustering. Comput. Stat. Data Anal. Marcelo Azevedo Costa, Renato M. Assunção, Martin Kulldorff
2012	J	`jnl`	Convergence analysis of sliding mode trajectories in multi-objective neural networks learning. Neural Networks Marcelo Azevedo Costa, Antônio de Pádua Braga, Benjamin Rodrigues de Menezes
2012	J	`jnl`	Flexible scan statistic test to detect disease clusters in hierarchical trees. Comput. Stat. Marcos Oliveira Prates, Renato M. Assunção, Marcelo Azevedo Costa
2011	C	`conf`	Gradient Descent Decomposition for Multi-objective Learning. IDEAL Marcelo Azevedo Costa, Antônio de Pádua Braga
2009	—	`ch.`	New Multi-Objective Algorithms for Neural Network Training Applied to Genomic Classification Data. Foundations of Computational Intelligence (1) Marcelo Azevedo Costa, Thiago S. Rodrigues, Euler Guimarães Horta, Antônio de Pádua Braga, Carmen D. M. Pataro, René Natowicz, Roberto Incitti, Roman Rouzier, Arben Çela
2008	B	`conf`	A new method of DNA probes selection and its use with multi-objective neural network for predicting the outcome of breast cancer preoperative chemotherapy. ESANN René Natowicz, Antônio de Pádua Braga, Roberto Incitti, Euler G. Horta, Roman Rouzier, Thiago S. Rodrigues, Marcelo Azevedo Costa
2008	—	`conf`	Bayesian Classifiers for Predicting the Outcome of Breast Cancer Preoperative Chemotherapy. ANNPR Antônio de Pádua Braga, Euler G. Horta, René Natowicz, Roman Rouzier, Roberto Incitti, Thiago S. Rodrigues, Marcelo Azevedo Costa, Carmen D. M. Pataro, Arben Çela
2008	—	`conf`	Downsizing Multigenic Predictors of the Response to Preoperative Chemotherapy in Breast Cancer. KES (2) René Natowicz, Roberto Incitti, Roman Rouzier, Arben Çela, Antônio de Pádua Braga, Euler G. Horta, Thiago S. Rodrigues, Marcelo Azevedo Costa
2007	J	`jnl`	Improving generalization of MLPs with sliding mode control and the Levenberg-Marquardt algorithm. Neurocomputing Marcelo Azevedo Costa, Antônio de Pádua Braga, Benjamin Rodrigues de Menezes
2006	—	`ch.`	Multi-Objective Algorithms for Neural Networks Learning. Multi-Objective Machine Learning Antônio de Pádua Braga, Ricardo H. C. Takahashi, Marcelo Azevedo Costa, Roselito de Albuquerque Teixeira
2006	B	`conf`	Optimization of Neural Networks with Multi-Objective LASSO Algorithm. IJCNN Marcelo Azevedo Costa, Antônio de Pádua Braga
2005	—	`conf`	Detecção de Conglomerados Espaciais com Geometria Arbitrária. GEOINFO Marcelo Azevedo Costa, Luciano R. Schrerrer, Renato M. Assunção
2003	J	`jnl`	Training neural networks with a multi-objective sliding mode control algorithm. Neurocomputing Marcelo Azevedo Costa, Antônio de Pádua Braga, Benjamin Rodrigues de Menezes, Roselito de Albuquerque Teixeira, Gustavo Guimarães Parma
2003	—	`conf`	Uma Análise de Desempenho dos Métodos SCAN e BESAG&NEWELL na Detecção de Clusters Espaciais. GEOINFO Marcelo Azevedo Costa, Renato M. Assunção
2002	—	`conf`	Constructive and Pruning Methods for Neural Network Design. SBRN Marcelo Azevedo Costa, Antônio de Pádua Braga, Benjamin Rodrigues de Menezes
2002	—	`conf`	Control of Generalization with a Bi-Objective Sliding Mode Control Algorithm. SBRN Marcelo Azevedo Costa, Antônio de Pádua Braga, Benjamin Rodrigues de Menezes, Gustavo Guimarães Parma, Roselito de Albuquerque Teixeira
2002	—	`conf`	Improved generalization learning with Sliding Mode Control and the Levenberg-Marquadt Algorithm. SBRN Marcelo Azevedo Costa, Antônio de Pádua Braga, Benjamin Rodrigues de Menezes
2002	J	`jnl`	Improving neural networks generalization with new constructive and pruning methods. J. Intell. Fuzzy Syst. Marcelo Azevedo Costa, Antônio de Pádua Braga, Benjamin Rodrigues de Menezes
1998	—	`conf`	A General Approach for Density in the n-Dimensional Boolean Space. SBRN Antônio de Pádua Braga, Marcelo Azevedo Costa
1997	—	`conf`	On the information storage of associative matrix memories. SBRN Anelise P. Braga, Marcelo Barros de Almeida, G. Pereita, Marcelo Azevedo Costa, C. Barbose