Marcelo Azevedo Costa

Publication Activity (10 Years)

Years Active: 1997-2023
Publications (10 Years): 2

Top Topics

Microarray Data

Irregularly Shaped

Spatial Clustering

Top Venues

J. Comput. Biol.

IEEE Trans. Neural Networks Learn. Syst.

Comput. Stat. Data Anal.

Publications

Rodrigo Barbosa de Santis, Tiago Silveira Gontijo, Marcelo Azevedo Costa
A Data-Driven Framework for Small Hydroelectric Plant Prognosis Using Tsfresh and Machine Learning Survival Models. Sensors 23 (1) (2023)
Honovan P. Rocha, Marcelo Azevedo Costa, Antônio P. Braga
Neural Networks Multiobjective Learning With Spherical Representation of Weights. IEEE Trans. Neural Networks Learn. Syst. 31 (11) (2020)
Alexandre Wagner Chagas Faria, Alisson Marques da Silva, Thiago de Souza Rodrigues, Marcelo Azevedo Costa, Antônio de Pádua Braga
A Ranking Approach for Probe Selection and Classification of Microarray Data with Artificial Neural Networks. J. Comput. Biol. 22 (10) (2015)
Honovan P. Rocha, Marcelo Azevedo Costa, Antônio P. Braga
Training Multi-Layer Perceptron with Multi-Objective Optimization and Spherical Weights Representation. ESANN (2015)
Marcos O. Prates, Renato M. Assunção, Marcelo Azevedo Costa
Flexible scan statistic test to detect disease clusters in hierarchical trees. Comput. Stat. 27 (4) (2012)
Marcelo Azevedo Costa, Renato M. Assunção, Martin Kulldorff
Constrained spanning tree algorithms for irregularly-shaped spatial clustering. Comput. Stat. Data Anal. 56 (6) (2012)
Marcelo Azevedo Costa, Antônio de Pádua Braga, Benjamin Rodrigues de Menezes
Convergence analysis of sliding mode trajectories in multi-objective neural networks learning. Neural Networks 33 (2012)
Marcelo Azevedo Costa, Antônio de Pádua Braga
Gradient Descent Decomposition for Multi-objective Learning. IDEAL (2011)
René Natowicz, Roberto Incitti, Roman Rouzier, Arben Çela, Antônio de Pádua Braga, Euler G. Horta, Thiago S. Rodrigues, Marcelo Azevedo Costa
Downsizing Multigenic Predictors of the Response to Preoperative Chemotherapy in Breast Cancer. KES (2) (2008)
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
Bayesian Classifiers for Predicting the Outcome of Breast Cancer Preoperative Chemotherapy. ANNPR (2008)
René Natowicz, Antônio de Pádua Braga, Roberto Incitti, Euler G. Horta, Roman Rouzier, Thiago S. Rodrigues, Marcelo Azevedo Costa
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 (2008)
Marcelo Azevedo Costa, Antônio de Pádua Braga, Benjamin Rodrigues de Menezes
Improving generalization of MLPs with sliding mode control and the Levenberg-Marquardt algorithm. Neurocomputing 70 (7-9) (2007)
Marcelo Azevedo Costa, Antônio de Pádua Braga
Optimization of Neural Networks with Multi-Objective LASSO Algorithm. IJCNN (2006)
Marcelo Azevedo Costa, Luciano R. Schrerrer, Renato M. Assunção
Detecção de Conglomerados Espaciais com Geometria Arbitrária. GeoInfo (2005)
Marcelo Azevedo Costa, Renato M. Assunção
Uma Análise de Desempenho dos Métodos SCAN e BESAG&NEWELL na Detecção de Clusters Espaciais. GeoInfo (2003)
Marcelo Azevedo Costa, Antônio de Pádua Braga, Benjamin Rodrigues de Menezes, Roselito de Albuquerque Teixeira, Gustavo Guimarães Parma
Training neural networks with a multi-objective sliding mode control algorithm. Neurocomputing 51 (2003)
Marcelo Azevedo Costa, Antônio de Pádua Braga, Benjamin Rodrigues de Menezes
Improved generalization learning with Sliding Mode Control and the Levenberg-Marquadt Algorithm. SBRN (2002)
Marcelo Azevedo Costa, Antônio de Pádua Braga, Benjamin Rodrigues de Menezes
Improving neural networks generalization with new constructive and pruning methods. J. Intell. Fuzzy Syst. 13 (2-4) (2002)
Marcelo Azevedo Costa, Antônio de Pádua Braga, Benjamin Rodrigues de Menezes, Gustavo Guimarães Parma, Roselito de Albuquerque Teixeira
Control of Generalization with a Bi-Objective Sliding Mode Control Algorithm. SBRN (2002)
Marcelo Azevedo Costa, Antônio de Pádua Braga, Benjamin Rodrigues de Menezes
Constructive and Pruning Methods for Neural Network Design. SBRN (2002)
Antônio de Pádua Braga, Marcelo Azevedo Costa
A General Approach for Density in the n-Dimensional Boolean Space. SBRN (1998)
Anelise P. Braga, Marcelo Barros de Almeida, G. Pereita, Marcelo Azevedo Costa, C. Barbose
On the information storage of associative matrix memories. SBRN (1997)