George Darmiton da Cunha Cavalcanti
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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
2632013
Dynamic classifier selection: Recent advances and perspectives
RMO Cruz, R Sabourin, GDC Cavalcanti
Information Fusion 41, 195-216, 2018
2322018
META-DES: A Dynamic Ensemble Selection Framework using Meta-Learning
RMO Cruz, R Sabourin, GDC Cavalcanti, TI Ren
Pattern Recognition, 2015
1672015
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
1292010
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
932009
Semi-supervised clustering for MR brain image segmentation
NM Portela, GDC Cavalcanti, TI Ren
Expert Systems with Applications 41 (4), 1492-1497, 2014
832014
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
792012
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
702007
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
692016
Unsupervised Retinal Vessel Segmentation Using Combined Filters
WS Oliveira, JV Teixeira, TI Ren, GDC Cavalcanti, J Sijbers
PLOS ONE, 2016
672016
META-DES.Oracle: Meta-learning and feature selection for ensemble selection
RMO Cruz, R Sabourin, GDC Cavalcanti
arXiv preprint arXiv:1811.00217, 2018
59*2018
META-DES.Oracle: Meta-learning and feature selection for dynamic ensemble selection
RMO Cruz, R Sabourin, GDC Cavalcanti
Information Fusion 38, 84-103, 2017
592017
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
592015
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
562018
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
562010
Online Pruning of Base Classifiers for Dynamic Ensemble Selection
DVR Oliveira, GDC Cavalcanti, R Sabourin
Pattern Recognition, 2017
482017
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
482014
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
472010
Lateral inhibition pyramidal neural network for image classification
BJT Fernandes, GDC Cavalcanti, TI Ren
IEEE transactions on cybernetics 43 (6), 2082-2092, 2013
442013
PCA feature extraction for protein structure prediction
JCB Melo, GDC Cavalcanti, KS Guimaraes
International Joint Conference on Neural Networks (IJCNN) 4, 2952-2957, 2003
432003
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