João Roberto Bertini Junior

Publication Activity (10 Years)

Years Active: 2016-2022
Publications (10 Years): 9

Top Topics

Graph Structure

Ensemble Learning

Machine Learning

Top Venues

Appl. Soft Comput.

University of São Paulo, Brazil (PHD)

Education History

University of São Paulo, Brazil

PHD

Publications

João Roberto Bertini Junior, Alberto Cano
An Explainable Classifier based on Genetically Evolved Graph Structures. CEC (2022)
Washington Burkart Freitas, João Roberto Bertini Junior
Tactical Asset Allocation Through Random Walk on Stock Network. BRACIS (1) (2021)
Andres Bueno, Guilherme Palermo Coelho, João Roberto Bertini Junior
Dynamic ensemble mechanisms to improve particulate matter forecasting. Appl. Soft Comput. 91 (2020)
João Roberto Bertini Junior
Graph embedded rules for explainable predictions in data streams. Neural Networks 129 (2020)
João Roberto Bertini Junior
A Discretization-based Ensemble Learning Method for Classification in High-Speed Data Streams. IJCNN (2019)
João Roberto Bertini Junior, Mei Abe Funcia, Antonio Alberto S. Santos, Denis J. Schiozer
A comparison of machine learning algorithms as surrogate model for net present value prediction from wells arrangement data. IJCNN (2019)
João Roberto Bertini Junior, Maria do Carmo Nicoletti
An iterative boosting-based ensemble for streaming data classification. Inf. Fusion 45 (2019)
João Roberto Bertini Junior, Maria do Carmo Nicoletti
Enhancing classification performance using attribute-oriented functionally expanded data. Pattern Recognit. Lett. 89 (2017)
João Roberto Bertini Junior, Maria do Carmo Nicoletti
Enhancing Constructive Neural Network Performance Using Functionally Expanded Input Data. J. Artif. Intell. Soft Comput. Res. 6 (2) (2016)