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George D. C. Cavalcanti

Observed names: Cavalcanti, George D. C., Cavalcanti, George Darmiton da Cunha, G. Cavalcanti, G. D. C. Cavalcanti, G.D.C. Cavalcanti, George C.D. Cavalcanti, George Cavalcanti, George D C Cavalcanti, George D.C. Cavalcanti, George DC Cavalcanti, George Darmiton da Cunha Cavalcanti
ORCID: 0000-0001-7714-2283
Observed ORCID: 0000-0001-7714-2283
OpenAlex ID: A5084140678
The choice of scaling technique matters for classification performance
2022 · Lucas B.V. de Amorim, George D.C. Cavalcanti, et al. · Applied Soft Computing · 512
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Dynamic classifier selection: Recent advances and perspectives
2017 · Rafael M.O. Cruz, Robert Sabourin, et al. · Information Fusion · 471
Assessing sentence scoring techniques for extractive text summarization
2013 · Rafael Ferreira, Luciano de Souza Cabral, et al. · Expert Systems with Applications · 329
META-DES: A dynamic ensemble selection framework using meta-learning
2014 · Rafael M.O. Cruz, Robert Sabourin, et al. · Pattern Recognition · 263
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Impact of Lung Segmentation on the Diagnosis and Explanation of COVID-19 in Chest X-ray Images
2021 · Lucas O. Teixeira, Rodolfo M. Pereira, et al. · Sensors · 152
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A study on combining dynamic selection and data preprocessing for imbalance learning
2018 · Anandarup Roy, Rafael M.O. Cruz, et al. · Neurocomputing · 114
Unsupervised Retinal Vessel Segmentation Using Combined Filters
2016 · Wendeson S. Oliveira, Joyce Vitor Teixeira, et al. · PLoS ONE · 110
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A graph-based friend recommendation system using Genetic Algorithm
2010 · Nitai B. Silva, Ing-Ren Tsang, et al. · IEEE Congress on Evolutionary Computation (CEC) · 110
Combining diversity measures for ensemble pruning
2016 · George D.C. Cavalcanti, Luiz S. Oliveira, et al. · Pattern Recognition Letters · 100
Text Line Segmentation Based on Morphology and Histogram Projection
2009 · Rodolfo P. dos Santos, Gabriela S. Clemente, et al. · IAPR International Conference on Document Analysis and Recognition (ICDAR) · 100
META-DES.Oracle: Meta-learning and feature selection for dynamic ensemble selection
2017 · Rafael M.O. Cruz, Robert Sabourin, et al. · Information Fusion · 98
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Semi-supervised clustering for MR brain image segmentation
2013 · Nara M. Portela, George D.C. Cavalcanti, et al. · Expert Systems with Applications · 92
Fake news detection: Taxonomy and comparative study
2023 · Faramarz Farhangian, Rafael M.O. Cruz, et al. · Information Fusion · 90
DESlib: A Dynamic ensemble selection library in Python
2018 · Cruz, Rafael M. O., Hafemann, Luiz G., et al. · arXiv (Cornell University) · 87
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Online pruning of base classifiers for Dynamic Ensemble Selection
2017 · Dayvid V.R. Oliveira, George D.C. Cavalcanti, et al. · Pattern Recognition · 74
An approach to feature selection for keystroke dynamics systems based on PSO and feature weighting
2007 · Gabriel L. F. B. G. Azevedo, George D. C. Cavalcanti, et al. · IEEE Congress on Evolutionary Computation (CEC) · 68
A Proposal for Path Loss Prediction in Urban Environments using Support Vector Regression
2014 · Robson Dias Alves Timoteo, Daniel C. Cunha, et al. · 65
A global-ranking local feature selection method for text categorization
2012 · Roberto H.W. Pinheiro, George D.C. Cavalcanti, et al. · Expert Systems with Applications · 65
Resampling strategies for imbalanced regression: a survey and empirical analysis
2024 · Juscimara G. Avelino, George D. C. Cavalcanti, et al. · Artificial Intelligence Review · 62
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FIRE-DES++: Enhanced online pruning of base classifiers for dynamic ensemble selection
2018 · Rafael M.O. Cruz, Dayvid V.R. Oliveira, et al. · Pattern Recognition · 60
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Data-driven global-ranking local feature selection methods for text categorization
2014 · Roberto H.W. Pinheiro, George D.C. Cavalcanti, et al. · Expert Systems with Applications · 57
Unintended bias evaluation: An analysis of hate speech detection and gender bias mitigation on social media using ensemble learning
2022 · Francimaria R.S. Nascimento, George D.C. Cavalcanti, et al. · Expert Systems with Applications · 49
Nonlinear combination method of forecasters applied to PM time series
2017 · Paulo S.G. de Mattos Neto, George D.C. Cavalcanti, et al. · Pattern Recognition Letters · 49
Hybrid intelligent system for air quality forecasting using phase adjustment
2014 · Paulo S.G. de Mattos Neto, Francisco Madeiro, et al. · Engineering Applications of Artificial Intelligence · 48
Hybrid systems using residual modeling for sea surface temperature forecasting
2022 · Paulo S. G. de Mattos Neto, George D. C. Cavalcanti, et al. · Scientific Reports · 43
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Works count: 233
Citation count: 5,156
H-index: 34
I10-index: 92
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