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 CruzAssociate 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 NetoProfessor, Centro de Informática (CIn) Universidade Federal de Pernambuco (UFPE)Verified 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. FerreiraFull Professor of Statistical and Informatics Department - Federal Rural University of PernambucoVerified email at ufrpe.br
Hector PinheiroPhD - Federal University of PernambucoVerified email at incognia.com
Dayvid V. R. OliveiraSenior Machine Learning Scientist @ AppleVerified email at apple.com
Yandre CostaDepartment of Informatics - State University of MaringáVerified email at din.uem.br
Bruno FernandesProfessor of Computer Engineering, Universidade de PernambucoVerified email at ecomp.poli.br
Mariana SouzaResearcherVerified email at ens.etsmtl.ca
Luis Filipe Alves PereiraUniversidade Federal do Agreste de PernambucoVerified email at ufape.edu.br
Diego BertoliniFederal University of Technology - Paraná (UTFPR)Verified email at inf.ufpr.br
Lucas de Oliveira TeixeiraPhD Student, Universidade Estadual de MaringáVerified email at uem.br
Tiago B. A. de CarvalhoUFAPE - Universidade Federal do Agreste de PernambucoVerified email at ufape.edu.br
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

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	451	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	373	2013
META-DES: A Dynamic Ensemble Selection Framework using Meta-Learning RMO Cruz, R Sabourin, GDC Cavalcanti, TI Ren Pattern Recognition, 2015	278	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	157	2010
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	143	2021
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	124	2009
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	122	2016
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	121	2018
Unsupervised Retinal Vessel Segmentation Using Combined Filters WS Oliveira, JV Teixeira, TI Ren, GDC Cavalcanti, J Sijbers PLOS ONE, 2016	119	2016
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	118	2020
Semi-supervised clustering for MR brain image segmentation NM Portela, GDC Cavalcanti, TI Ren Expert Systems with Applications 41 (4), 1492-1497, 2014	107	2014
META-DES.Oracle: Meta-learning and feature selection for dynamic ensemble selection RMO Cruz, R Sabourin, GDC Cavalcanti Information Fusion 38, 84-103, 2017	103	2017
The choice of scaling technique matters for classification performance LBV de Amorim, GDC Cavalcanti, RMO Cruz Applied Soft Computing 133, 109924, 2023	92	2023
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	91	2012
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	85	2014
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	84	2007
Online Pruning of Base Classifiers for Dynamic Ensemble Selection DVR Oliveira, GDC Cavalcanti, R Sabourin Pattern Recognition, 2017	80	2017
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	69	2015
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	62	2019
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	59	2010

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