João Roberto Bertini Junior

An iterative boosting-based ensemble for streaming data classification

Maria do Carmo Nicoletti, João Roberto Bertini Junior, M. C. Nicoletti, 2019, Inf. Fusion.

Enhancing Constructive Neural Network Performance Using Functionally Expanded Input Data

Maria do Carmo Nicoletti, João Roberto Bertini Junior, M. C. Nicoletti, 2016, J. Artif. Intell. Soft Comput. Res..

Graph-based classification for stationary and non-stationary data

João Roberto Bertini Junior, 2011 .

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

João Roberto Bertini Junior, Antonio Alberto S. Santos, Denis J. Schiozer, 2019, 2019 International Joint Conference on Neural Networks (IJCNN).

Enhancing classification performance using attribute-oriented functionally expanded data

Maria do Carmo Nicoletti, João Roberto Bertini Junior, 2017, Pattern Recognit. Lett..

Graph embedded rules for explainable predictions in data streams

João Roberto Bertini Junior, 2020, Neural Networks.

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

João Roberto Bertini Junior, 2019, IJCNN.

Dynamic ensemble mechanisms to improve particulate matter forecasting

João Roberto Bertini Junior, Guilherme Palermo Coelho, Andres Bueno, 2020, Appl. Soft Comput..

Attribute-Based Decision Graphs and Their Roles in Machine Learning Related Tasks

Maria do Carmo Nicoletti, João Roberto Bertini Junior, M. C. Nicoletti, 2018, Advances in Feature Selection for Data and Pattern Recognition.

An Explainable Classifier based on Genetically Evolved Graph Structures

João Roberto Bertini Junior, Alberto Cano, 2022, 2022 IEEE Congress on Evolutionary Computation (CEC).

Graph embedded rules for explainable predictions in data streams

João Roberto Bertini Junior, 2020, Neural Networks.