João Roberto Bertini Jr.
Orcid: 0000-0002-1679-3151Affiliations:
- Universidade Estadual de Campinas
- Universidade de São Paulo
According to our database1,
João Roberto Bertini Jr.
authored at least 41 papers
between 2006 and 2023.
Collaborative distances:
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Bibliography
2023
Random walk through a stock network and predictive analysis for portfolio optimization.
Expert Syst. Appl., May, 2023
2022
Proceedings of the IEEE International Conference on Fuzzy Systems, 2022
Proceedings of the IEEE Congress on Evolutionary Computation, 2022
2021
Proceedings of the Intelligent Systems - 10th Brazilian Conference, 2021
2020
Neural Networks, 2020
Appl. Soft Comput., 2020
2019
Inf. Fusion, 2019
A comparison of machine learning algorithms as surrogate model for net present value prediction from wells arrangement data.
Proceedings of the International Joint Conference on Neural Networks, 2019
A Discretization-based Ensemble Learning Method for Classification in High-Speed Data Streams.
Proceedings of the International Joint Conference on Neural Networks, 2019
2018
Proceedings of the Advances in Feature Selection for Data and Pattern Recognition, 2018
Proceedings of the 2018 International Joint Conference on Neural Networks, 2018
2017
Enhancing classification performance using attribute-oriented functionally expanded data.
Pattern Recognit. Lett., 2017
Neural Networks, 2017
A methodology for enhancing data quality for classification purposes using attribute-based decision graphs.
Proceedings of the IEEE Latin American Conference on Computational Intelligence, 2017
Online Sequential Learning Based on Extreme Learning Machines for Particulate Matter Forecasting.
Proceedings of the 2017 Brazilian Conference on Intelligent Systems, 2017
2016
Enhancing Constructive Neural Network Performance Using Functionally Expanded Input Data.
J. Artif. Intell. Soft Comput. Res., 2016
Expert Syst. Appl., 2016
Functionally expanded streaming data as input to classification processes using ensembles of constructive neural networks.
Proceedings of the 2016 International Joint Conference on Neural Networks, 2016
A genetic algorithm for improving the induction of attribute-based decision graph classifiers.
Proceedings of the IEEE Congress on Evolutionary Computation, 2016
2015
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.
Proceedings of the 2014 International Joint Conference on Neural Networks, 2014
Proceedings of the 2014 Brazilian Conference on Intelligent Systems, 2014
2013
An incremental learning algorithm based on the K-associated graph for non-stationary data classification.
Inf. Sci., 2013
On-line prediction of the feeding phase in high-cell density cultivation of rE. coli using constructive neural networks.
Comput. Methods Programs Biomed., 2013
Methodology for inferring kinetic parameters of diesel oil HDS reactions based on scarce experimental data.
Comput. Chem. Eng., 2013
Proceedings of the Advances in Neural Networks - ISNN 2013, 2013
Proceedings of the IEEE Congress on Evolutionary Computation, 2013
Proceedings of the IEEE Congress on Evolutionary Computation, 2013
2012
Partially labeled data stream classification with the semi-supervised K-associated graph.
J. Braz. Comput. Soc., 2012
2011
Proceedings of the Intelligent Data Engineering and Automated Learning - IDEAL 2011, 2011
2010
A two-class constructive neural network algorithm for continuous domains: the OffTiling algorithm.
Int. J. Knowl. Eng. Data Min., 2010
2009
Constructive Neural Network Algorithms for Feedforward Architectures Suitable for Classification Tasks.
Proceedings of the Constructive Neural Networks, 2009
A Feedforward Constructive Neural Network Algorithm for Multiclass Tasks Based on Linear Separability.
Proceedings of the Constructive Neural Networks, 2009
Proceedings of the Complex Sciences, 2009
2008
Neurocomputing, 2008
MBabCoNN - A Multiclass Version of a Constructive Neural Network Algorithm Based on Linear Separability and Convex Hull.
Proceedings of the Artificial Neural Networks, 2008
2006
Appl. Artif. Intell., 2006
A Comparative Evaluation of Constructive Neural Networks Methods using PRM and BCP as TLU Training Algorithms.
Proceedings of the IEEE International Conference on Systems, 2006
Proceedings of the 6th International Conference on Hybrid Intelligent Systems (HIS 2006), 2006