George Darmiton da Cunha Cavalcanti

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	전체	2020년 이후
서지정보	5568	3171
h-index	35	28
i10-index	109	67

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Tsang Ing RenCenter for Informatics - CIn, Federal University of Pernambuco - UFPEcin.ufpe.br의 이메일 확인됨
Rafael Menelau Oliveira e CruzAssociate Professor, École de Technologie Supérieurecin.ufpe.br의 이메일 확인됨
Robert SabourinProfessor emeritus @ École de technologie supérieure - LIVIA - REPARTIetsmtl.ca의 이메일 확인됨
Paulo S G de Mattos NetoProfessor, Centro de Informática (CIn) Universidade Federal de Pernambuco (UFPE)cin.ufpe.br의 이메일 확인됨
Luiz Eduardo S. OliveiraFederal University of Parana, Dept of Informaticsufpr.br의 이메일 확인됨
Jan SijbersFull professor, University of Antwerpuantwerpen.be의 이메일 확인됨
Roberto Hugo Wanderley PinheiroUniversidade Federal do Caririufca.edu.br의 이메일 확인됨
Tiago A. E. FerreiraFull Professor of Statistical and Informatics Department - Federal Rural University of Pernambucoufrpe.br의 이메일 확인됨
Hector PinheiroPhD - Federal University of Pernambucoincognia.com의 이메일 확인됨
Dayvid V. R. OliveiraSenior Machine Learning Scientist @ Appleapple.com의 이메일 확인됨
Yandre CostaDepartment of Informatics - State University of Maringádin.uem.br의 이메일 확인됨
Bruno FernandesProfessor of Computer Engineering, Universidade de Pernambucoecomp.poli.br의 이메일 확인됨
Mariana SouzaResearcherens.etsmtl.ca의 이메일 확인됨
Luis Filipe Alves PereiraUniversidade Federal do Agreste de Pernambucoufape.edu.br의 이메일 확인됨
Diego BertoliniFederal University of Technology - Paraná (UTFPR)inf.ufpr.br의 이메일 확인됨
Lucas de Oliveira TeixeiraPhD Student, Universidade Estadual de Maringáuem.br의 이메일 확인됨
Tiago B. A. de CarvalhoUFAPE - Universidade Federal do Agreste de Pernambucoufape.edu.br의 이메일 확인됨
Ing Jyh TsangUniversity of Antwerpuantwerpen.be의 이메일 확인됨
Rafael Dueire LinsUniversidade Federal de Pernambuco/Universidade Federal Rural de Pernambuco, Brazilcin.ufpe.br의 이메일 확인됨
Rafael Ferreira MelloProfessor de Ciência da Computação, Universidade Federal Rural de Pernambucoufrpe.br의 이메일 확인됨

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George Darmiton da Cunha Cavalcanti

Full Professor, Universidade Federal de Pernambuco, Brazil

cin.ufpe.br의 이메일 확인됨 - 홈페이지

Machine Learning Ensemble Learning Multiple Classifier System Meta-learning


제목 서지정보순 정렬 연도순 정렬 제목순 정렬	인용 인용	연도
Dynamic classifier selection: Recent advances and perspectives RMO Cruz, R Sabourin, GDC Cavalcanti Information Fusion 41, 195-216, 2018	477	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	380	2013
META-DES: A Dynamic Ensemble Selection Framework using Meta-Learning RMO Cruz, R Sabourin, GDC Cavalcanti, TI Ren Pattern Recognition, 2015	295	2015
The choice of scaling technique matters for classification performance LBV de Amorim, GDC Cavalcanti, RMO Cruz Applied Soft Computing 133, 109924, 2023	163	2023
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	160	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	152	2021
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	129	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	127	2018
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	126	2009
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	124	2020
Unsupervised Retinal Vessel Segmentation Using Combined Filters WS Oliveira, JV Teixeira, TI Ren, GDC Cavalcanti, J Sijbers PLOS ONE, 2016	122	2016
Semi-supervised clustering for MR brain image segmentation NM Portela, GDC Cavalcanti, TI Ren Expert Systems with Applications 41 (4), 1492-1497, 2014	112	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	110	2017
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	88	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	85	2007
Online Pruning of Base Classifiers for Dynamic Ensemble Selection DVR Oliveira, GDC Cavalcanti, R Sabourin Pattern Recognition, 2017	84	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	72	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	64	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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