Marcelo Azevedo Costa

According to our database, Marcelo Azevedo Costa authored at least 24 papers between 1997 and 2023.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2023

A Data-Driven Framework for Small Hydroelectric Plant Prognosis Using Tsfresh and Machine Learning Survival Models.

Rodrigo Barbosa de Santis, Tiago Silveira Gontijo, Marcelo Azevedo Costa

Sensors, 2023

2020

Neural Networks Multiobjective Learning With Spherical Representation of Weights.

Honovan P. Rocha, Marcelo Azevedo Costa, Antônio P. Braga

IEEE Trans. Neural Networks Learn. Syst., 2020

2015

A Ranking Approach for Probe Selection and Classification of Microarray Data with Artificial Neural Networks.

Alexandre Wagner Chagas Faria, Alisson Marques da Silva, Thiago de Souza Rodrigues, Marcelo Azevedo Costa, Antônio de Pádua Braga

J. Comput. Biol., 2015

Training Multi-Layer Perceptron with Multi-Objective Optimization and Spherical Weights Representation.

Honovan P. Rocha, Marcelo Azevedo Costa, Antônio P. Braga

Proceedings of the 23rd European Symposium on Artificial Neural Networks, 2015

2012

Convergence analysis of sliding mode trajectories in multi-objective neural networks learning.

Marcelo Azevedo Costa, Antônio de Pádua Braga, Benjamin Rodrigues de Menezes

Neural Networks, 2012

Flexible scan statistic test to detect disease clusters in hierarchical trees.

Marcos Oliveira Prates, Renato M. Assunção, Marcelo Azevedo Costa

Comput. Stat., 2012

Constrained spanning tree algorithms for irregularly-shaped spatial clustering.

Marcelo Azevedo Costa, Renato M. Assunção, Martin Kulldorff

Comput. Stat. Data Anal., 2012

2011

Gradient Descent Decomposition for Multi-objective Learning.

Marcelo Azevedo Costa, Antônio de Pádua Braga

Proceedings of the Intelligent Data Engineering and Automated Learning - IDEAL 2011, 2011

2009

New Multi-Objective Algorithms for Neural Network Training Applied to Genomic Classification Data.

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

Proceedings of the Foundations of Computational Intelligence, 2009

2008

Downsizing Multigenic Predictors of the Response to Preoperative Chemotherapy in Breast Cancer.

René Natowicz, Roberto Incitti, Roman Rouzier, Arben Çela, Antônio de Pádua Braga, Euler G. Horta, Thiago S. Rodrigues, Marcelo Azevedo Costa

Proceedings of the Knowledge-Based Intelligent Information and Engineering Systems, 2008

A new method of DNA probes selection and its use with multi-objective neural network for predicting the outcome of breast cancer preoperative chemotherapy.

René Natowicz, Antônio de Pádua Braga, Roberto Incitti, Euler G. Horta, Roman Rouzier, Thiago S. Rodrigues, Marcelo Azevedo Costa

Proceedings of the 16th European Symposium on Artificial Neural Networks, 2008

Bayesian Classifiers for Predicting the Outcome of Breast Cancer Preoperative Chemotherapy.

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

Proceedings of the Artificial Neural Networks in Pattern Recognition, Third IAPR Workshop, 2008

2007

Improving generalization of MLPs with sliding mode control and the Levenberg-Marquardt algorithm.

Marcelo Azevedo Costa, Antônio de Pádua Braga, Benjamin Rodrigues de Menezes

Neurocomputing, 2007

2006

Multi-Objective Algorithms for Neural Networks Learning.

Antônio de Pádua Braga, Ricardo H. C. Takahashi, Marcelo Azevedo Costa, Roselito de Albuquerque Teixeira

Proceedings of the Multi-Objective Machine Learning, 2006

Optimization of Neural Networks with Multi-Objective LASSO Algorithm.

Marcelo Azevedo Costa, Antônio de Pádua Braga

Proceedings of the International Joint Conference on Neural Networks, 2006

2005

Detecção de Conglomerados Espaciais com Geometria Arbitrária.

Marcelo Azevedo Costa, Luciano R. Schrerrer, Renato M. Assunção

Proceedings of the VII Brazilian Symposium on Geoinformatics, 2005

2003

Training neural networks with a multi-objective sliding mode control algorithm.

Marcelo Azevedo Costa, Antônio de Pádua Braga, Benjamin Rodrigues de Menezes, Roselito de Albuquerque Teixeira, Gustavo Guimarães Parma

Neurocomputing, 2003

Uma Análise de Desempenho dos Métodos SCAN e BESAG&NEWELL na Detecção de Clusters Espaciais.

Marcelo Azevedo Costa, Renato M. Assunção

Proceedings of the Anais GEOINFO 2003, 2003

2002

Improving neural networks generalization with new constructive and pruning methods.

Marcelo Azevedo Costa, Antônio de Pádua Braga, Benjamin Rodrigues de Menezes

J. Intell. Fuzzy Syst., 2002

Control of Generalization with a Bi-Objective Sliding Mode Control Algorithm.

Marcelo Azevedo Costa, Antônio de Pádua Braga, Benjamin Rodrigues de Menezes, Gustavo Guimarães Parma, Roselito de Albuquerque Teixeira

Proceedings of the 7th Brazilian Symposium on Neural Networks (SBRN 2002), 2002

Constructive and Pruning Methods for Neural Network Design.

Marcelo Azevedo Costa, Antônio de Pádua Braga, Benjamin Rodrigues de Menezes

Proceedings of the 7th Brazilian Symposium on Neural Networks (SBRN 2002), 2002

Improved generalization learning with Sliding Mode Control and the Levenberg-Marquadt Algorithm.

Marcelo Azevedo Costa, Antônio de Pádua Braga, Benjamin Rodrigues de Menezes

Proceedings of the 7th Brazilian Symposium on Neural Networks (SBRN 2002), 2002

1998

A General Approach for Density in the n-Dimensional Boolean Space.

Antônio de Pádua Braga, Marcelo Azevedo Costa

Proceedings of the 5th Brazilian Symposium on Neural Networks (SBRN '98), 1998

1997

On the information storage of associative matrix memories.

Anelise P. Braga, Marcelo Barros de Almeida, G. Pereita, Marcelo Azevedo Costa, C. Barbose

Proceedings of the 4th Brazilian Symposium on Neural Networks, 1997