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George Darmiton da Cunha Cavalcanti
George Darmiton da Cunha Cavalcanti
Full Professor, Universidade Federal de Pernambuco, Brazil
Verified email at cin.ufpe.br - Homepage
Title
Cited by
Cited by
Year
Dynamic classifier selection: Recent advances and perspectives
RMO Cruz, R Sabourin, GDC Cavalcanti
Information Fusion 41, 195-216, 2018
3202018
Assessing sentence scoring techniques for extractive text summarization
R Ferreira, L de Souza Cabral, RD Lins, GP e Silva, F Freitas, ...
Expert Systems with Applications 40 (14), 5755-5764, 2013
3092013
META-DES: A Dynamic Ensemble Selection Framework using Meta-Learning
RMO Cruz, R Sabourin, GDC Cavalcanti, TI Ren
Pattern Recognition, 2015
2112015
A graph-based friend recommendation system using genetic algorithm
NB Silva, R Tsang, GDC Cavalcanti, J Tsang
IEEE Congress on Evolutionary Computation (CEC), 233-239, 2010
1442010
Text line segmentation based on morphology and histogram projection
RP dos Santos, GS Clemente, TI Ren, GDC Cavalcanti
International Conference on Document Analysis and Recognition (ICDAR), 651-655, 2009
1032009
Semi-supervised clustering for MR brain image segmentation
NM Portela, GDC Cavalcanti, TI Ren
Expert Systems with Applications 41 (4), 1492-1497, 2014
942014
Combining Diversity Measures for Ensemble Pruning
GDC Cavalcanti, LS Oliveira, TJM Moura, GV Carvalho
Pattern Recognition Letters, http://dx.doi.org/10.1016/j.patrec.2016, 2016
922016
A study on combining dynamic selection and data preprocessing for imbalance learning
A Roy, RMO Cruz, R Sabourin, GDC Cavalcanti
Neurocomputing 286, 179-192, 2018
912018
Unsupervised Retinal Vessel Segmentation Using Combined Filters
WS Oliveira, JV Teixeira, TI Ren, GDC Cavalcanti, J Sijbers
PLOS ONE, 2016
862016
A global-ranking local feature selection method for text categorization
RHW Pinheiro, GDC Cavalcanti, RF Correa, TI Ren
Expert Systems with Applications 39 (17), 12851-12857, 2012
842012
An approach to feature selection for keystroke dynamics systems based on PSO and feature weighting
GLF Azevedo, GDC Cavalcanti, ECB Carvalho Filho
IEEE Congress on Evolutionary Computation (CEC), 3577-3584, 2007
732007
META-DES.Oracle: Meta-learning and feature selection for dynamic ensemble selection
RMO Cruz, R Sabourin, GDC Cavalcanti
Information Fusion 38, 84-103, 2017
712017
DESlib: A Dynamic ensemble selection library in Python
RMO Cruz, LG Hafemann, R Sabourin, GDC Cavalcanti
Journal of Machine Learning Research 21 (8), 1-5, 2020
692020
Impact of lung segmentation on the diagnosis and explanation of COVID-19 in chest X-ray images
LO Teixeira, RM Pereira, D Bertolini, LS Oliveira, L Nanni, ...
Sensors 21 (21), 7116, 2021
652021
A Proposal for Path Loss Prediction in Urban Environments using Support Vector Regression
R Timoteo, DC Cunha, GDC Cavalcanti
AICT 2014, The Tenth Advanced International Conference on Telecommunications …, 2014
652014
Online Pruning of Base Classifiers for Dynamic Ensemble Selection
DVR Oliveira, GDC Cavalcanti, R Sabourin
Pattern Recognition, 2017
622017
Data-driven global-ranking local feature selection methods for text categorization
RHW Pinheiro, GDC Cavalcanti, TI Ren
Expert Systems with Applications 42 (4), 1941–1949, 2015
612015
Handwritten digit recognition using multiple feature extraction techniques and classifier ensemble
RMO Cruz, GDC Cavalcanti, TI Ren
17th International conference on systems, signals and image processing, 215-218, 2010
552010
Hybrid intelligent system for air quality forecasting using phase adjustment
PSG de Mattos Neto, F Madeiro, TAE Ferreira, GDC Cavalcanti
Engineering Applications of Artificial Intelligence 32, 185-191, 2014
492014
An ensemble classifier for offline cursive character recognition using multiple feature extraction techniques
RMO Cruz, GDC Cavalcanti, TI Ren
International Joint Conference on Neural Networks (IJCNN), 744-751, 2010
492010
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