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G

George D. C. Cavalcanti

federal university of pernambuco

33H-index
247Paper Count
4.4KCitation Count
Published Papers 55
Publication Date
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Short-Term Wind Power Forecasting with Transformer-Based Models Enhanced by Time2Vec and Efficient Attention
errEnergies
IF3.2
err2026-03-03
err0
errOAAI
errDjayr Alves Bispo Junior; Gustavo de Novaes Pires Leite; Enrique Lopez Droguett; Othon Vinicius Cavalcanti de Souza; Lucas Albuquerque Lisboa; George Darmiton da Cunha Cavalcanti; Alvaro Antonio Villa Ochoa; Alexandre Carlos Araújo da Costa; Olga de Castro Vilela; Leonardo José de Petribú Brennand; Guilherme Ferretti Rissi; Giovanni Moura de Holanda; Tsang Ing Ren
errShare
errSave
An Unsupervised Entropy-Complexity Framework for Real-Time Concept Drift Detection
errIEEE Access
IF3.6
err2026-02-23
err0
errOAAI
errKeila Barbosa Costa; Alejandro C. Frery; André Aquino; George D. C. Cavalcanti
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errSave
Review of transformers applied to wind turbine data: Exploring the potential of transformers in revolutionizing wind turbine data analysis
errRenewable and Sustainable Energy Reviews
IF16.3
err2026-02-11
err0
errOAAI
errDjayr Alves Bispo Junior; Gustavo de Novaes Pires Leite; Alvaro Antonio Ochoa Villa; Alexandre Carlos Araújo da Costa; Olga de Castro Vilela; George Darmiton da Cunha Cavalcanti; Paula Suemy Arruda Michima; Enrique López Droguett; Fábio Henrique de Andrade Lima; Leonardo José de Petribú Brennand; Jefferson Silva Barbosa; Fabrício Cristófani; Tsang Ing Ren
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errSave
MetaML: a multi-label meta-learning approach for pipeline recommendation
errMachine Learning
IF2.9
err2025-11-18
err0
PREAI
errCynthia Moreira Maia; Lucas B. V. de Amorim; George D. C. Cavalcanti; Rafael M. O. Cruz
errShare
errSave
Triplet dissimilarity: a texture classification approach using dissimilarity and siamese networks
errSoft Computing
IF2.5
err2025-07-26
err0
PREAI
errLucas O. Teixeira; Diego Bertolini; Luiz S. Oliveira; George D. C. Cavalcanti; Yandre M. G. Costa
errShare
errSave
Improving open set recognition with dissimilarity-based metric learning
errKnowledge-Based Systems
IF7.6
err2025-07-17
err0
PREAI
errLucas O. Teixeira; Diego Bertolini; Luiz S. Oliveira; George D.C. Cavalcanti; Yandre M.G. Costa
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errSave
Imbalanced regression pipeline recommendation
errMACHINE LEARNING
IF2.9
err2025-04-29
err0
PREAI
errAvelino, Juscimara G.; Cavalcanti, George D. C.; Cruz, Rafael M. O.
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errSave
Meta-Scaler: A Meta-Learning Framework for the Selection of Scaling Techniques
errIEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS
IF8.9
err2025-03-01
err1
PREAI
errde Amorim, Lucas B. V.; Cavalcanti, George D. C.; Cruz, Rafael M. O.
errShare
errSave
Fake news detection: Taxonomy and comparative study
errINFORMATION FUSION
IF15.5
err2024-03-01
err12
PREAI
errFarhangian, Faramarz; Cruz, Rafael M. O.; Cavalcanti, George D. C.
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errSave
A dynamic multiple classifier system using graph neural network for high dimensional overlapped data
errINFORMATION FUSION
IF15.5
err2024-03-01
err4
PREAI
errSouza, Mariana A.; Sabourin, Robert; Cavalcanti, George D. C.; Cruz, Rafael M. O.
errShare
errSave
A hybrid system based on ensemble learning to model residuals for time series
errINFORMATION SCIENCES
IF6.8
err2023-11-01
err6
PREAI
errSantos Junior, Domingos S. de O.; Neto, Paulo S. G. de Mattos; de Oliveira, Joao F. L.; Cavalcanti, George D. C.
errShare
errSave
Security Relevant Methods of Android's API Classification: A Machine Learning Empirical Evaluation
errIEEE TRANSACTIONS ON COMPUTERS
IF3.8
err2023-11-01
err0
PREAI
errRodrigues, Walber M.; Walmsley, Felipe N.; Cavalcanti, George D. C.; Cruz, Rafael M. O.
errShare
errSave
OLP plus plus : An online local classifier for high dimensional data
errINFORMATION FUSION
IF15.5
err2023-02-01
err5
PREAI
errSouza, Mariana A.; Sabourin, Robert; Cavalcanti, George D. C.; Cruz, Rafael M. O.
errShare
errSave
The choice of scaling technique matters for classification performance
errAPPLIED SOFT COMPUTING
IF6.6
err2023-01-01
err53
errOAAI
errde Amorim, Lucas B., V; Cavalcanti, George D. C.; Cruz, Rafael M. O.
errShare
errSave
Dynamic Ensemble Algorithm Post-Selection Using Hardness-Aware Oracle
errIEEE ACCESS
IF3.6
err2023-01-01
err2
errOAAI
errCordeiro, Paulo R. G.; Cavalcanti, George D. C.; Cruz, Rafael M. O.
errShare
errSave
COVID-19 Detection on Chest X-ray and CT Scan: A Review of the Top-100 Most Cited Papers
errSENSORS
IF3.5
err2022-09-26
err7
errOAAI
errCosta, Yandre M. G.; Silva, Sergio A., Jr.; Teixeira, Lucas O.; Pereira, Rodolfo M.; Bertolini, Diego; Britto Jr, Alceu S.; Oliveira, Luiz S.; Cavalcanti, George D. C.
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errSave
Unintended bias evaluation: An analysis of hate speech detection and gender bias mitigation on social media using ensemble learning
errEXPERT SYSTEMS WITH APPLICATIONS
IF7.5
err2022-09-01
err13
errOAAI
errNascimento, Francimaria R. S.; Cavalcanti, George D. C.; Da Costa-Abreu, Marjory
errShare
errSave
An investigation into the effects of label noise on Dynamic Selection algorithms
errINFORMATION FUSION
IF15.5
err2022-04-01
err2
errOAAI
errWalmsley, Felipe N.; Cavalcanti, George D. C.; Sabourin, Robert; Cruz, Rafael M. O.
errShare
errSave
Hybrid systems using residual modeling for sea surface temperature forecasting
errSCIENTIFIC REPORTS
IF3.9
err2022-01-11
err26
errOAAI
errde Mattos Neto, Paulo S. G.; Cavalcanti, George D. C.; Santos, Domingos S. de O.; Silva, Eraylson G.
errShare
errSave
Impact of Lung Segmentation on the Diagnosis and Explanation of COVID-19 in Chest X-ray Images
errSENSORS
IF3.5
err2021-10-27
err71
errOAAI
errTeixeira, Lucas O.; Pereira, Rodolfo M.; Bertolini, Diego; Oliveira, Luiz S.; Nanni, Loris; Cavalcanti, George D. C.; Costa, Yandre M. G.
errShare
errSave

Research Directions

No research directions
Co-authors
Cooperation Journals
B
Bart Nicolaı̈
H-index: 87 · Papers: 1.5K
P
Pieter Verboven
H-index: 75 · Papers: 876
J
Jan Sijbers
H-index: 69 · Papers: 637
R
Robert Sabourin
H-index: 55 · Papers: 463
L
Luiz S. Oliveira
H-index: 45 · Papers: 257
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