Rodrigo G. F. Soares

Publication Activity (10 Years)

Years Active: 2006-2023
Publications (10 Years): 6

Top Topics

Multiclass Classification

Top Venues

IEEE Trans. Neural Networks Learn. Syst.

IEEE Trans. Emerg. Top. Comput. Intell.

Publications

Rodrigo G. F. Soares, Leandro L. Minku
OSNN: An Online Semisupervised Neural Network for Nonstationary Data Streams. IEEE Trans. Neural Networks Learn. Syst. 34 (9) (2023)
Charles Nicollas C. Freitas, Roberta M. M. Gouveia, Rodrigo G. F. Soares
Métodos de Machine Learning Aplicados no Cenário da Educaçáo a Distância Brasileira (Machine Learning Techniques Applied to the Brazilian Distance Education). SIIE (2020)
Rodrigo G. F. Soares
Effort Estimation via Text Classification And Autoencoders. IJCNN (2018)
Rodrigo G. F. Soares, Huanhuan Chen, Xin Yao
Efficient Cluster-Based Boosting for Semisupervised Classification. IEEE Trans. Neural Networks Learn. Syst. 29 (11) (2018)
Rodrigo G. F. Soares, Huanhuan Chen, Xin Yao
A Cluster-Based Semisupervised Ensemble for Multiclass Classification. IEEE Trans. Emerg. Top. Comput. Intell. 1 (6) (2017)
Rodrigo G. F. Soares, Emeson J. S. Pereira
On the performance of pairings of activation and loss functions in neural networks. IJCNN (2016)
Rodrigo G. F. Soares, Huanhuan Chen, Xin Yao
Semisupervised Classification With Cluster Regularization. IEEE Trans. Neural Networks Learn. Syst. 23 (11) (2012)
Rodrigo G. F. Soares, Teresa Bernarda Ludermir, Francisco de A. T. de Carvalho
An Analysis of Meta-learning Techniques for Ranking Clustering Algorithms Applied to Artificial Data. ICANN (1) (2009)
Marcílio Carlos Pereira de Souto, Ricardo Bastos Cavalcante Prudêncio, Rodrigo G. F. Soares, Daniel S. A. de Araujo, Ivan G. Costa, Teresa Bernarda Ludermir, Alexander Schliep
Ranking and selecting clustering algorithms using a meta-learning approach. IJCNN (2008)
Marcílio Carlos Pereira de Souto, Rodrigo G. F. Soares, Alixandre Santana, Anne M. P. Canuto
Empirical comparison of Dynamic Classifier Selection methods based on diversity and accuracy for building ensembles. IJCNN (2008)
Kelly P. Silva, Rodrigo G. F. Soares, Francisco de A. T. de Carvalho, Teresa Bernarda Ludermir
Evolving both size and accuracy of RBF networks using Memetic Algorithm. IJCNN (2008)
Marcílio Carlos Pereira de Souto, Daniel S. A. de Araujo, Ivan G. Costa, Rodrigo G. F. Soares, Teresa Bernarda Ludermir, Alexander Schliep
Comparative study on normalization procedures for cluster analysis of gene expression datasets. IJCNN (2008)
Rodrigo G. F. Soares, Kelly P. Silva, Teresa Bernarda Ludermir, Francisco de A. T. de Carvalho
An evolutionary approach for the clustering data problem. IJCNN (2008)
Rodrigo G. F. Soares, Alixandre Santana, Anne M. P. Canuto, Marcílio Carlos Pereira de Souto
Using Accuracy and Diversity to Select Classifiers to Build Ensembles. IJCNN (2006)
Alixandre Santana, Rodrigo G. F. Soares, Anne M. P. Canuto, Marcílio Carlos Pereira de Souto
A Dynamic Classifier Selection Method to Build Ensembles using Accuracy and Diversity. SBRN (2006)