João Roberto Bertini Jr.

Proceedings of the IEEE International Conference on Fuzzy Systems, 2022

An Explainable Classifier based on Genetically Evolved Graph Structures.

[BibT_eX]

[DOI]

Washington Burkart Freitas

Alberto Cano

Proceedings of the IEEE Congress on Evolutionary Computation, 2022

2021

Tactical Asset Allocation Through Random Walk on Stock Network.

[BibT_eX]

[DOI]

Proceedings of the Intelligent Systems - 10th Brazilian Conference, 2021

2019

A comparison of machine learning algorithms as surrogate model for net present value prediction from wells arrangement data.

[BibT_eX]

[DOI]

Antonio Alberto S. Santos

Mei Abe Funcia

Denis J. Schiozer

Proceedings of the International Joint Conference on Neural Networks, 2019

A Discretization-based Ensemble Learning Method for Classification in High-Speed Data Streams.

[BibT_eX]

[DOI]

Proceedings of the International Joint Conference on Neural Networks, 2019

2018

Approaching miRNA Family Classification Through Constructive Neural Networks.

[BibT_eX]

[DOI]

João R. Bertini

Viviani Akemi Kasahara

Maria C. Nicoletti

Proceedings of the 2018 International Joint Conference on Neural Networks, 2018

2017

A methodology for enhancing data quality for classification purposes using attribute-based decision graphs.

[BibT_eX]

[DOI]

Proceedings of the IEEE Latin American Conference on Computational Intelligence, 2017

Online Sequential Learning Based on Extreme Learning Machines for Particulate Matter Forecasting.

[BibT_eX]

[DOI]

Andres Bueno

Guilherme Palermo Coelho

Proceedings of the 2017 Brazilian Conference on Intelligent Systems, 2017

2016

Functionally expanded streaming data as input to classification processes using ensembles of constructive neural networks.

[BibT_eX]

[DOI]

Proceedings of the 2016 International Joint Conference on Neural Networks, 2016

A genetic algorithm for improving the induction of attribute-based decision graph classifiers.

[BibT_eX]

[DOI]

Proceedings of the IEEE Congress on Evolutionary Computation, 2016

2015

Refining constructive neural networks using functionally expanded input data.

[BibT_eX]

[DOI]

Proceedings of the 2015 International Joint Conference on Neural Networks, 2015

2014

Imputation of missing data supported by Complete p-Partite attribute-based Decision Graphs.

[BibT_eX]

[DOI]

Proceedings of the 2014 International Joint Conference on Neural Networks, 2014

Stock Closing Price Forecasting Using Ensembles of Constructive Neural Networks.

[BibT_eX]

[DOI]

Rafael Stoffalette Joao

Tarcisio Fonseca Guidoni

Almir Olivette Artero

Proceedings of the 2014 Brazilian Conference on Intelligent Systems, 2014

2013

A Purity Measure Based Transductive Learning Algorithm.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Networks - ISNN 2013, 2013

Attribute-based Decision Graphs for multiclass data classification.

[BibT_eX]

[DOI]

Proceedings of the IEEE Congress on Evolutionary Computation, 2013

Ensemble of complete P-partite graph classifiers for non-stationary environments.

[BibT_eX]

[DOI]

João R. Bertini

Proceedings of the IEEE Congress on Evolutionary Computation, 2013

2011

Graph-based classification for stationary and non-stationary data.

[BibT_eX]

[DOI]

PhD thesis, 2011

Interpreting Hidden Neurons in Boolean Constructive Neural Networks.

[BibT_eX]

[DOI]

Osvaldo Luiz De Oliveira

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

2009

Classification Based on the Optimal K-Associated Network.

[BibT_eX]

[DOI]

Alneu de Andrade Lopes

João R. Bertini

Robson Motta

Proceedings of the Complex Sciences, 2009

2008

MBabCoNN - A Multiclass Version of a Constructive Neural Network Algorithm Based on Linear Separability and Convex Hull.

[BibT_eX]

[DOI]

Proceedings of the Artificial Neural Networks, 2008

2006

A Comparative Evaluation of Constructive Neural Networks Methods using PRM and BCP as TLU Training Algorithms.

[BibT_eX]

[DOI]

Estevam R. Hruschka Jr.

Proceedings of the IEEE International Conference on Systems, 2006

Two Variants of the Constructive Neural Network Tiling Algorithm.

[BibT_eX]

[DOI]