George Darmiton da Cunha Cavalcanti

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Tsang Ing RenCenter for Informatics - CIn, Federal University of Pernambuco - UFPEVerified email at cin.ufpe.br
Rafael Menelau Oliveira e CruzAssistant Professor, École de Technologie SupérieureVerified email at cin.ufpe.br
Robert SabourinProfessor emeritus @ École de technologie supérieure - LIVIA - REPARTIVerified email at etsmtl.ca
Paulo S G de Mattos NetoFederal University of PernambucoVerified email at cin.ufpe.br
Luiz Eduardo S. OliveiraFederal University of Parana, Dept of InformaticsVerified email at ufpr.br
Jan SijbersFull professor, University of AntwerpVerified email at uantwerpen.be
Roberto Hugo Wanderley PinheiroUniversidade Federal do CaririVerified email at ufca.edu.br
Tiago A. E. FerreiraProfessor of Statistical and Informatics Department - Federal Rural University of PernambucoVerified email at ufrpe.br
Hector PinheiroPhD - Federal University of PernambucoVerified email at incognia.com
Bruno FernandesProfessor of Computer Engineering, Universidade de PernambucoVerified email at ecomp.poli.br
Dayvid V. R. OliveiraUniversidade Federal de PernambucoVerified email at cin.ufpe.br
Luis Filipe Alves PereiraUniversidade Federal do Agreste de PernambucoVerified email at ufape.edu.br
Tiago B. A. de CarvalhoUFAPE - Universidade Federal do Agreste de PernambucoVerified email at ufape.edu.br
Mariana de Araújo SouzaPhD Student at École de Technologie SupérieureVerified email at ens.etsmtl.ca
Yandre CostaDepartment of Informatics - State University of MaringáVerified email at din.uem.br
Ing Jyh TsangUniversity of AntwerpVerified email at uantwerpen.be
Rafael Dueire LinsUniversidade Federal de Pernambuco/Universidade Federal Rural de Pernambuco, BrazilVerified email at cin.ufpe.br
Rafael Ferreira MelloProfessor de Ciência da Computação, Universidade Federal Rural de PernambucoVerified email at ufrpe.br
steve simskeProfessor of Systems and Mechanical Engineering, Colorado State UniversityVerified email at colostate.edu
Francisco MadeiroAssociate Professor, Electrical Engineering, University of Pernambuco; Computer Science, UNICAPVerified email at poli.br

George Darmiton da Cunha Cavalcanti

Full Professor, Universidade Federal de Pernambuco, Brazil

Verified email at cin.ufpe.br - Homepage

Machine Learning Ensemble Learning Multiple Classifier System Meta-learning


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Dynamic classifier selection: Recent advances and perspectives RMO Cruz, R Sabourin, GDC Cavalcanti Information Fusion 41, 195-216, 2018	347	2018
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	329	2013
META-DES: A Dynamic Ensemble Selection Framework using Meta-Learning RMO Cruz, R Sabourin, GDC Cavalcanti, TI Ren Pattern Recognition, 2015	223	2015
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	146	2010
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	104	2009
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	99	2018
Semi-supervised clustering for MR brain image segmentation NM Portela, GDC Cavalcanti, TI Ren Expert Systems with Applications 41 (4), 1492-1497, 2014	99	2014
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	97	2016
Unsupervised Retinal Vessel Segmentation Using Combined Filters WS Oliveira, JV Teixeira, TI Ren, GDC Cavalcanti, J Sijbers PLOS ONE, 2016	93	2016
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	86	2012
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	82	2021
META-DES.Oracle: Meta-learning and feature selection for dynamic ensemble selection RMO Cruz, R Sabourin, GDC Cavalcanti Information Fusion 38, 84-103, 2017	80	2017
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	77	2020
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	76	2007
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	68	2014
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	64	2015
Online Pruning of Base Classifiers for Dynamic Ensemble Selection DVR Oliveira, GDC Cavalcanti, R Sabourin Pattern Recognition, 2017	63	2017
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	57	2010
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	51	2014
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	49	2010

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