Следене
George Darmiton da Cunha Cavalcanti
George Darmiton da Cunha Cavalcanti
Full Professor, Universidade Federal de Pernambuco, Brazil
Потвърден имейл адрес: cin.ufpe.br - Начална страница
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Позовавания
Позовавания
Година
Dynamic classifier selection: Recent advances and perspectives
RMO Cruz, R Sabourin, GDC Cavalcanti
Information Fusion 41, 195-216, 2018
4552018
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
3752013
META-DES: A Dynamic Ensemble Selection Framework using Meta-Learning
RMO Cruz, R Sabourin, GDC Cavalcanti, TI Ren
Pattern Recognition, 2015
2812015
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
1572010
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
1442021
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
1242009
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
1222016
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
1212018
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
1202020
Unsupervised Retinal Vessel Segmentation Using Combined Filters
WS Oliveira, JV Teixeira, TI Ren, GDC Cavalcanti, J Sijbers
PLOS ONE, 2016
1202016
Semi-supervised clustering for MR brain image segmentation
NM Portela, GDC Cavalcanti, TI Ren
Expert Systems with Applications 41 (4), 1492-1497, 2014
1072014
META-DES.Oracle: Meta-learning and feature selection for dynamic ensemble selection
RMO Cruz, R Sabourin, GDC Cavalcanti
Information Fusion 38, 84-103, 2017
1032017
The choice of scaling technique matters for classification performance
LBV de Amorim, GDC Cavalcanti, RMO Cruz
Applied Soft Computing 133, 109924, 2023
972023
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
912012
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
852014
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
842007
Online Pruning of Base Classifiers for Dynamic Ensemble Selection
DVR Oliveira, GDC Cavalcanti, R Sabourin
Pattern Recognition, 2017
822017
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
702015
FIRE-DES++: Enhanced Online Pruning of Base Classifiers for Dynamic Ensemble Selection
RMO Cruz, DVR Oliveira, GDC Cavalcanti, R Sabourin
Pattern Recognition 85, 149-160, 2019
632019
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
592010
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