João Roberto Bertini

476 total citations
36 papers, 268 citations indexed

About

João Roberto Bertini is a scholar working on Artificial Intelligence, Management Science and Operations Research and Control and Systems Engineering. According to data from OpenAlex, João Roberto Bertini has authored 36 papers receiving a total of 268 indexed citations (citations by other indexed papers that have themselves been cited), including 27 papers in Artificial Intelligence, 7 papers in Management Science and Operations Research and 4 papers in Control and Systems Engineering. Recurrent topics in João Roberto Bertini's work include Data Stream Mining Techniques (12 papers), Neural Networks and Applications (9 papers) and Machine Learning and Data Classification (8 papers). João Roberto Bertini is often cited by papers focused on Data Stream Mining Techniques (12 papers), Neural Networks and Applications (9 papers) and Machine Learning and Data Classification (8 papers). João Roberto Bertini collaborates with scholars based in Brazil, Australia and United States. João Roberto Bertini's co-authors include Maria do Carmo Nicoletti, Liang Zhao, Alneu de Andrade Lopes, A. Santos, Denis José Schiozer, Guilherme Palermo Coelho, Roberto C. Giordano, Estevam Hruschka, Raquel L. C. Giordano and Alberto Cano and has published in prestigious journals such as Expert Systems with Applications, IEEE Access and Information Sciences.

In The Last Decade

João Roberto Bertini

34 papers receiving 255 citations

Peers

Countries citing papers authored by João Roberto Bertini

Since Specialization

Citations

This map shows the geographic impact of João Roberto Bertini's research. It shows the number of citations coming from papers published by authors working in each country. You can also color the map by specialization and compare the number of citations received by João Roberto Bertini with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites João Roberto Bertini more than expected).

Fields of papers citing papers by João Roberto Bertini

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by João Roberto Bertini. Nodes represent research fields, and links connect fields that are likely to share authors. Colored nodes show fields that tend to cite the papers produced by João Roberto Bertini. The network helps show where João Roberto Bertini may publish in the future.

Co-authorship network of co-authors of João Roberto Bertini

This figure shows the co-authorship network connecting the top 25 collaborators of João Roberto Bertini. A scholar is included among the top collaborators of João Roberto Bertini based on the total number of citations received by their joint publications. Widths of edges represent the number of papers authors have co-authored together. Node borders signify the number of papers an author published with João Roberto Bertini. João Roberto Bertini is excluded from the visualization to improve readability, since they are connected to all nodes in the network.

All Works

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20 of 20 papers shown

#	Work	Indexed citations
1	Comparing Shallow and Deep Learning Regression Methods to Forecast Short-Term Oil, Water, and Gas Rates in a Pre-Salt Petroleum Field 2025 ·IEEE Access ·(unknown), João Roberto Bertini, (unknown), Denis José Schiozer	0
2	Enhancing rate of penetration prediction in drilling operations: A data stream framework approach 2025 ·Engineering Applications of Artificial Intelligence ·João Roberto Bertini, (unknown)	2
3	Random walk through a stock network and predictive analysis for portfolio optimization 2023 ·Expert Systems with Applications ·(unknown), João Roberto Bertini	11
4	An Explainable Classifier based on Genetically Evolved Graph Structures 2022 ·João Roberto Bertini, Alberto Cano	1
5	A comparison of machine learning surrogate models for net present value prediction from well placement binary data 2021 ·Journal of Petroleum Science and Engineering ·João Roberto Bertini, (unknown), (unknown), (unknown), A. Santos, Denis José Schiozer	18
6	Graph embedded rules for explainable predictions in data streams 2020 ·Neural Networks ·João Roberto Bertini	4
7	Dynamic ensemble mechanisms to improve particulate matter forecasting 2020 ·Applied Soft Computing ·(unknown), Guilherme Palermo Coelho, João Roberto Bertini	7
8	A Discretization-based Ensemble Learning Method for Classification in High-Speed Data Streams 2019 ·João Roberto Bertini	2
9	Attribute-based Decision Graphs: A framework for multiclass data classification 2016 ·Neural Networks ·João Roberto Bertini, Maria do Carmo Nicoletti, Liang Zhao	10
10	An embedded imputation method via Attribute-based Decision Graphs 2016 ·Expert Systems with Applications ·João Roberto Bertini, Maria do Carmo Nicoletti, Liang Zhao	11
11	A genetic algorithm for improving the induction of attribute-based decision graph classifiers 2016 ·João Roberto Bertini, Maria do Carmo Nicoletti	4
12	Imputation of missing data supported by Complete p-Partite attribute-based Decision Graphs 2014 ·João Roberto Bertini, Maria do Carmo Nicoletti, Liang Zhao	2
13	On-line prediction of the feeding phase in high-cell density cultivation of rE. coli using constructive neural networks 2013 ·Computer Methods and Programs in Biomedicine ·(unknown), João Roberto Bertini, Martha M. Tanizaki, Teresa Cristina Zangirolami, Viviane Maimoni Gonçalves, Antônio Carlos Luperni Horta, Roberto C. Giordano	3
14	Ensemble of complete P-partite graph classifiers for non-stationary environments 2013 ·João Roberto Bertini, Maria do Carmo Nicoletti, Liang Zhao	6
15	An incremental learning algorithm based on the K-associated graph for non-stationary data classification 2013 ·Information Sciences ·João Roberto Bertini, Liang Zhao, (unknown)	16
16	Attribute-based Decision Graphs for multiclass data classification 2013 ·João Roberto Bertini, Maria do Carmo Nicoletti, Liang Zhao	6
17	Classification Based on the Optimal -Associated Network 2012 ·Alneu de Andrade Lopes, João Roberto Bertini, (unknown), Liang Zhao	1
18	An empirical evaluation of constructive neural network algorithms in classification tasks 2007 ·International Journal of Innovative Computing and Applications ·Maria do Carmo Nicoletti, João Roberto Bertini	16
19	Online filtering of CO2 signals from a bioreactor gas outflow using a committee of constructive neural networks 2007 ·Bioprocess and Biosystems Engineering ·Roberto C. Giordano, João Roberto Bertini, (unknown), Raquel L. C. Giordano	5
20	Two Variants of the Constructive Neural Network Tiling Algorithm 2006 ·João Roberto Bertini, Maria do Carmo Nicoletti, Estevam Hruschka, Arthur Ramer	0

Rankless uses publication and citation data sourced from OpenAlex, an open and comprehensive bibliographic database. While OpenAlex provides broad and valuable coverage of the global research landscape, it—like all bibliographic datasets—has inherent limitations. These include incomplete records, variations in author disambiguation, differences in journal indexing, and delays in data updates. As a result, some metrics and network relationships displayed in Rankless may not fully capture the entirety of a scholar's output or impact.

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