Rodrigo G. F. Soares

17 papers B 8Journal 5Unranked 4
YearRankTypeTitle / Venue / Authors
2025 J jnl
Online ensemble model compression for nonstationary data stream learning.
Neural Networks
Rodrigo G. F. Soares, Leandro L. Minku
2024 — conf
A Weight Averaging Neural Network for Semi-supervised Data Stream Learning.
ICONIP (2)
Douglas Almeida Vidal, Rodrigo G. F. Soares, Glauco Estácio Gonçalves, Aline P. S. C. Feitosa, Kauan M. Tavares, Marcos C. R. Seruffo
2023 J jnl
OSNN: An Online Semisupervised Neural Network for Nonstationary Data Streams.
IEEE Trans. Neural Networks Learn. Syst.
Rodrigo G. F. Soares, Leandro L. Minku
2020 — conf
Métodos de Machine Learning Aplicados no Cenário da Educaçáo a Distância Brasileira (Machine Learning Techniques Applied to the Brazilian Distance Education).
SIIE
Charles Nicollas C. Freitas, Roberta M. M. Gouveia, Rodrigo G. F. Soares
2018 J jnl
Efficient Cluster-Based Boosting for Semisupervised Classification.
IEEE Trans. Neural Networks Learn. Syst.
Rodrigo G. F. Soares, Huanhuan Chen, Xin Yao
2018 B conf
Effort Estimation via Text Classification And Autoencoders.
IJCNN
Rodrigo G. F. Soares
2017 J jnl
A Cluster-Based Semisupervised Ensemble for Multiclass Classification.
IEEE Trans. Emerg. Top. Comput. Intell.
Rodrigo G. F. Soares, Huanhuan Chen, Xin Yao
2016 B conf
On the performance of pairings of activation and loss functions in neural networks.
IJCNN
Rodrigo G. F. Soares, Emeson J. S. Pereira
2012 J jnl
Semisupervised Classification With Cluster Regularization.
IEEE Trans. Neural Networks Learn. Syst.
Rodrigo G. F. Soares, Huanhuan Chen, Xin Yao
2009 — conf
An Analysis of Meta-learning Techniques for Ranking Clustering Algorithms Applied to Artificial Data.
ICANN (1)
Rodrigo G. F. Soares, Teresa Bernarda Ludermir, Francisco de A. T. de Carvalho
2008 B conf
An evolutionary approach for the clustering data problem.
IJCNN
Rodrigo G. F. Soares, Kelly P. Silva, Teresa Bernarda Ludermir, Francisco de A. T. de Carvalho
2008 B conf
Comparative study on normalization procedures for cluster analysis of gene expression datasets.
IJCNN
Marcílio Carlos Pereira de Souto, Daniel S. A. de Araujo, Ivan G. Costa, Rodrigo G. F. Soares, Teresa Bernarda Ludermir, Alexander Schliep
2008 B conf
Empirical comparison of Dynamic Classifier Selection methods based on diversity and accuracy for building ensembles.
IJCNN
Marcílio Carlos Pereira de Souto, Rodrigo G. F. Soares, Alixandre Santana, Anne M. P. Canuto
2008 B conf
Evolving both size and accuracy of RBF networks using Memetic Algorithm.
IJCNN
Kelly P. Silva, Rodrigo G. F. Soares, Francisco de A. T. de Carvalho, Teresa Bernarda Ludermir
2008 B conf
Ranking and selecting clustering algorithms using a meta-learning approach.
IJCNN
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
2006 — conf
A Dynamic Classifier Selection Method to Build Ensembles using Accuracy and Diversity.
SBRN
Alixandre Santana, Rodrigo G. F. Soares, Anne M. P. Canuto, Marcílio Carlos Pereira de Souto
2006 B conf
Using Accuracy and Diversity to Select Classifiers to Build Ensembles.
IJCNN
Rodrigo G. F. Soares, Alixandre Santana, Anne M. P. Canuto, Marcílio Carlos Pereira de Souto