João Roberto Bertini Jr.

28 papers B 7C 2Journal 12Unranked 5

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	Enhancing rate of penetration prediction in drilling operations: A data stream framework approach. Eng. Appl. Artif. Intell. João Roberto Bertini Jr., Bahram Lavi
2023	J	`jnl`	Random walk through a stock network and predictive analysis for portfolio optimization. Expert Syst. Appl. Washington Burkart Freitas, João Roberto Bertini Jr.
2022	B	`conf`	Using the K-associated Optimal Graph to Provide Counterfactual Explanations. FUZZ-IEEE Ariel Tadeu da Silva, João Roberto Bertini Jr.
2017	—	`conf`	A methodology for enhancing data quality for classification purposes using attribute-based decision graphs. LA-CCI João Roberto Bertini Jr.
2017	J	`jnl`	Attribute-based Decision Graphs: A framework for multiclass data classification. Neural Networks João Roberto Bertini Jr., Maria do Carmo Nicoletti, Liang Zhao
2017	—	`conf`	Online Sequential Learning Based on Extreme Learning Machines for Particulate Matter Forecasting. BRACIS Andres Bueno, Guilherme Palermo Coelho, João Roberto Bertini Jr.
2016	B	`conf`	A genetic algorithm for improving the induction of attribute-based decision graph classifiers. CEC João Roberto Bertini Jr., Maria do Carmo Nicoletti
2016	J	`jnl`	An embedded imputation method via Attribute-based Decision Graphs. Expert Syst. Appl. João Roberto Bertini Jr., Maria do Carmo Nicoletti, Liang Zhao
2016	B	`conf`	Functionally expanded streaming data as input to classification processes using ensembles of constructive neural networks. IJCNN João Roberto Bertini Jr., Maria do Carmo Nicoletti
2015	B	`conf`	Refining constructive neural networks using functionally expanded input data. IJCNN João Roberto Bertini Jr., Maria do Carmo Nicoletti
2014	B	`conf`	Imputation of missing data supported by Complete p-Partite attribute-based Decision Graphs. IJCNN João Roberto Bertini Jr., Maria do Carmo Nicoletti, Liang Zhao
2014	—	`conf`	Stock Closing Price Forecasting Using Ensembles of Constructive Neural Networks. BRACIS Rafael Stoffalette Joao, Tarcisio Fonseca Guidoni, João Roberto Bertini Jr., Maria do Carmo Nicoletti, Almir Olivette Artero
2013	—	`conf`	A Purity Measure Based Transductive Learning Algorithm. ISNN (2) João Roberto Bertini Jr., Liang Zhao
2013	J	`jnl`	An incremental learning algorithm based on the K-associated graph for non-stationary data classification. Inf. Sci. João Roberto Bertini Jr., Liang Zhao, Alneu de Andrade Lopes
2013	B	`conf`	Attribute-based Decision Graphs for multiclass data classification. IEEE Congress on Evolutionary Computation João Roberto Bertini Jr., Maria do Carmo Nicoletti, Liang Zhao
2013	J	`jnl`	Methodology for inferring kinetic parameters of diesel oil HDS reactions based on scarce experimental data. Comput. Chem. Eng. A. S. Ferreira, Maria C. Nicoletti, João Roberto Bertini Jr., Roberto de Campos Giordano
2013	J	`jnl`	On-line prediction of the feeding phase in high-cell density cultivation of rE. coli using constructive neural networks. Comput. Methods Programs Biomed. Maria C. Nicoletti, João Roberto Bertini Jr., M. M. Tanizaki, Teresa C. Zangirolami, Viviane M. Gonçalves, Antonio C. L. Horta, Roberto de Campos Giordano
2012	J	`jnl`	Partially labeled data stream classification with the semi-supervised K-associated graph. J. Braz. Comput. Soc. João Roberto Bertini Jr., Alneu de Andrade Lopes, Liang Zhao
2011	J	`jnl`	A nonparametric classification method based on K-associated graphs. Inf. Sci. João Roberto Bertini Jr., Liang Zhao, Robson Motta, Alneu de Andrade Lopes
2011	C	`conf`	Interpreting Hidden Neurons in Boolean Constructive Neural Networks. IDEAL Maria do Carmo Nicoletti, João Roberto Bertini Jr., Osvaldo Luiz De Oliveira
2010	J	`jnl`	A two-class constructive neural network algorithm for continuous domains: the OffTiling algorithm. Int. J. Knowl. Eng. Data Min. João Roberto Bertini Jr., Maria do Carmo Nicoletti
2009	—	`ch.`	A Feedforward Constructive Neural Network Algorithm for Multiclass Tasks Based on Linear Separability. Constructive Neural Networks João Roberto Bertini Jr., Maria do Carmo Nicoletti
2009	—	`ch.`	Constructive Neural Network Algorithms for Feedforward Architectures Suitable for Classification Tasks. Constructive Neural Networks Maria do Carmo Nicoletti, João Roberto Bertini Jr., David A. Elizondo, Leonardo Franco, José M. Jerez
2008	J	`jnl`	Chaotic synchronization in general network topology for scene segmentation. Neurocomputing Liang Zhao, Thiago Henrique Cupertino, João Roberto Bertini Jr.
2008	—	`conf`	MBabCoNN - A Multiclass Version of a Constructive Neural Network Algorithm Based on Linear Separability and Convex Hull. ICANN (2) João Roberto Bertini Jr., Maria do Carmo Nicoletti
2006	B	`conf`	A Comparative Evaluation of Constructive Neural Networks Methods using PRM and BCP as TLU Training Algorithms. SMC João Roberto Bertini Jr., Maria do Carmo Nicoletti, Estevam R. Hruschka Jr.
2006	C	`conf`	Two Variants of the Constructive Neural Network Tiling Algorithm. HIS João Roberto Bertini Jr., Maria do Carmo Nicoletti, Estevam R. Hruschka Jr., Arthur Ramer
2006	J	`jnl`	Using Constructive Neural Networks for Detecting Central Vestibular System Lesion. Appl. Artif. Intell. Lucas Baggio Figueira, Luiz Garcia Palma Neto, João Roberto Bertini Jr., Maria do Carmo Nicoletti