Attribute-based Decision Graphs: A framework for multiclass data classification
Bertini, João Roberto, Nicoletti, Maria do Carmo, Zhao, Liang
Published in Neural networks (01.01.2017)
Published in Neural networks (01.01.2017)
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Journal Article
Enhancing classification performance using attribute-oriented functionally expanded data
Bertini Junior, João Roberto, Nicoletti, Maria do Carmo
Published in Pattern recognition letters (01.04.2017)
Published in Pattern recognition letters (01.04.2017)
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Journal Article
An embedded imputation method via Attribute-based Decision Graphs
Bertini Junior, João Roberto, Nicoletti, Maria do Carmo, Zhao, Liang
Published in Expert systems with applications (15.09.2016)
Published in Expert systems with applications (15.09.2016)
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Journal Article
Dynamic ensemble mechanisms to improve particulate matter forecasting
Bueno, Andrés, Coelho, Guilherme Palermo, Bertini, João Roberto
Published in Applied soft computing (01.06.2020)
Published in Applied soft computing (01.06.2020)
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Journal Article
An iterative boosting-based ensemble for streaming data classification
Bertini Junior, João Roberto, Nicoletti, Maria do Carmo
Published in Information fusion (01.01.2019)
Published in Information fusion (01.01.2019)
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Journal Article
Random walk through a stock network and predictive analysis for portfolio optimization
Freitas, Washington Burkart, Bertini, João Roberto
Published in Expert systems with applications (15.05.2023)
Published in Expert systems with applications (15.05.2023)
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Journal Article
A comparison of machine learning surrogate models for net present value prediction from well placement binary data
Bertini, João Roberto, Ferreira Batista, Sérgio, Funcia, Mei Abe, Mendes da Silva, Luis Otávio, Santos, Antonio Alberto S., Schiozer, Denis José
Published in Journal of petroleum science & engineering (01.01.2022)
Published in Journal of petroleum science & engineering (01.01.2022)
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Journal Article
A nonparametric classification method based on K-associated graphs
Bertini, João Roberto, Zhao, Liang, Motta, Robson, Lopes, Alneu de Andrade
Published in Information sciences (15.12.2011)
Published in Information sciences (15.12.2011)
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Journal Article
Using the K-associated Optimal Graph to Provide Counterfactual Explanations
da Silva, Ariel Tadeu, Bertini, Joao Roberto
Published in 2022 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE) (18.07.2022)
Published in 2022 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE) (18.07.2022)
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Conference Proceeding
Refining constructive neural networks using functionally expanded input data
Bertini, Joao Roberto, Do Carmo Nicoletti, Maria
Published in 2015 International Joint Conference on Neural Networks (IJCNN) (01.07.2015)
Published in 2015 International Joint Conference on Neural Networks (IJCNN) (01.07.2015)
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Conference Proceeding
Journal Article
A Comparison of Two Purity-Based Algorithms When Applied to Semi-supervised Streaming Data Classification
Bertini, Joao Roberto, Liang Zhao
Published in 2013 BRICS Congress on Computational Intelligence and 11th Brazilian Congress on Computational Intelligence (01.09.2013)
Published in 2013 BRICS Congress on Computational Intelligence and 11th Brazilian Congress on Computational Intelligence (01.09.2013)
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Conference Proceeding
An Explainable Classifier based on Genetically Evolved Graph Structures
Junior, Joao Roberto Bertini, Cano, Alberto
Published in 2022 IEEE Congress on Evolutionary Computation (CEC) (18.07.2022)
Published in 2022 IEEE Congress on Evolutionary Computation (CEC) (18.07.2022)
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Conference Proceeding
Ensemble of complete P-partite graph classifiers for non-stationary environments
Bertini, Joao Roberto, Nicoletti, Maria do Carmo, Zhao, Liang
Published in 2013 IEEE Congress on Evolutionary Computation (01.06.2013)
Published in 2013 IEEE Congress on Evolutionary Computation (01.06.2013)
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Conference Proceeding
Attribute-based Decision Graphs for multiclass data classification
Bertini, Joao Roberto, Nicoletti, Maria do Carmo, Zhao, Liang
Published in 2013 IEEE Congress on Evolutionary Computation (01.06.2013)
Published in 2013 IEEE Congress on Evolutionary Computation (01.06.2013)
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Conference Proceeding