João Roberto Bertini

An iterative boosting-based ensemble for streaming data classification

João Roberto Bertini, Maria do Carmo Nicoletti · Information Fusion · 2018 · 72 citations

Engineering, Machine Learning, Data Science +9

A nonparametric classification method based on K-associated graphs

João Roberto Bertini, Liang Zhao, Robson Motta et al. · Information Sciences · 2011 · 53 citations · Full text

Data Classification, Classification Method, Engineering +8

An incremental learning algorithm based on the K-associated graph for non-stationary data classification

João Roberto Bertini, Liang Zhao, Alneu A. Lopes · Information Sciences · 2013 · 28 citations · Full text

Data Classification, Incremental Learning, K-associated Graph +12

A comparison of machine learning surrogate models for net present value prediction from well placement binary data

João Roberto Bertini, S. Batista, Mei Abe Funcia et al. · Journal of Petroleum Science and Engineering · 2021 · 26 citations

Placement Binary Data, Engineering, Machine Learning +10

An empirical evaluation of constructive neural network algorithms in classification tasks

Maria do Carmo Nicoletti, João Roberto Bertini · International Journal of Innovative Computing and Applications · 2007 · 25 citations

Artificial Intelligence, Incremental Learning, Engineering +21