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George D. C. Cavalcanti

Publication record assembled from the DBLP archive of ranked conferences.

Papers indexed

120

Venues

16

Active years

2002–2026

Best venue rank

A*

Where they publish

Papers

120 indexed papers, newest first.

YearVenueTitleAuthors
2026ICPRComplexity-Guided Ensemble Learning for Imbalanced Data Classification.Matheus Moresco, Marcos Monteiro Jr, Robert Sabourin, George D. C. Cavalcanti, Alceu S. Britto Jr.
2025EMNLPDRES: Fake news detection by dynamic representation and ensemble selection.Faramarz Farhangian, Leandro Augusto Ensina, George D. C. Cavalcanti, Rafael M. O. Cruz
2025IJCNNPIPES: A Meta-dataset of Machine Learning Pipelines.Cynthia Moreira Maia, Lucas B. V. de Amorim, George D. C. Cavalcanti, Rafael M. O. Cruz
2025SMCHSFN: Hierarchical Selection for Fake News Detection building Heterogeneous Ensemble.Sara B. Coutinho, Rafael M. O. Cruz, Francimaria R. S. Nascimento, George D. C. Cavalcanti
2025SACUnivariate vs multivariate prediction for containerised applications auto-scaling: a comparative study.Wellison R. M. Santos, Adalberto R. Sampaio, Nelson S. Rosa, George D. C. Cavalcanti
2024EPIACervical Cancer Detection in Pap Smear Images.Pedro Maranhao, Tsang Ing Ren, George D. C. Cavalcanti
2024IJCNNCombining Pruning Strategies to Generate Efficient Inpainting Networks.Walber M. Rodrigues, Felipe N. Walmsley, Jonysberg P. Quintino, Helder de Sousa Pinho, George D. C. Cavalcanti
2023SMCA Post-Selection Algorithm for Improving Dynamic Ensemble Selection Methods.Paulo R. G. Cordeiro, George D. C. Cavalcanti, Rafael M. O. Cruz
2022IJCNNEnsemble of Convolutional Neural Networks for Sparse-View Cone-Beam Computed Tomography.Carlos A. Alves Jnior, Luis Filipe Alves Pereira, George D. C. Cavalcanti, Tsang Ing Ren
2022IJCNNLocal overlap reduction procedure for dynamic ensemble selection.Mariana de Araujo Souza, Robert Sabourin, George D. C. Cavalcanti, Rafael M. O. Cruz
2021SMCOn the Evaluation of Competence Measures for Time Series Forecasting.Thiago J. M. Moura, George D. C. Cavalcanti, Luiz S. Oliveira
2020CECLayers Sequence Optimizing for Deep Neural Networks using Multiples Objectives.Paulo S. G. de Mattos Neto, Pricles B. C. Miranda, George D. C. Cavalcanti, Tapas Si, Filipe R. Cordeiro, Mayara Castro
2020IJCNNOn the evaluation of dynamic selection parameters for time series forecasting.Eraylson G. Silva, George D. C. Cavalcanti, Joo Fausto Lorenzato de Oliveira, Paulo S. G. de Mattos Neto
2020IJCNNMulti-label learning for dynamic model type recommendation.Mariana de Araujo Souza, Robert Sabourin, George D. C. Cavalcanti, Rafael M. O. Cruz
2020SMCA two-level sampling strategy for pruning methods applied to credit scoring.Luiz Vieira e Silva Filho, George D. C. Cavalcanti
2020SMCOn the Selection of the Competence Measure for Dynamic Regressor Selection.Thiago J. M. Moura, George D. C. Cavalcanti, Luiz S. Oliveira
2019IJCNNEvaluating Competence Measures for Dynamic Regressor Selection.Thiago J. M. Moura, George D. C. Cavalcanti, Luiz S. Oliveira
2019IJCNNOn evaluating the online local pool generation method for imbalance learning.Mariana de Araujo Souza, George D. C. Cavalcanti, Rafael M. O. Cruz, Robert Sabourin
2019VTCDetecting Anomalies in the Engine Coolant Sensor Using One-Class Classifiers.Eronides F. Da Silva Neto, Allan R. S. Feitosa, George D. C. Cavalcanti, Abel G. Silva-Filho
2018IJCNNAn empirical analysis of Combined Dissimilarity Spaces.Leticia V. N. Lapenda, Roberto H. W. Pinheiro, George D. C. Cavalcanti
2018IJCNNK-Nearest Oracles Borderline Dynamic Classifier Ensemble Selection.Dayvid V. R. Oliveira, George D. C. Cavalcanti, Thyago N. Porpino, Rafael M. O. Cruz, Robert Sabourin
2018IJCNNImproving the accuracy of intelligent forecasting models using the Perturbation Theory.Eraylson G. Silva, Domingos S. de O. Junior, George D. C. Cavalcanti, Paulo S. G. de Mattos Neto
2018IJCNNAn Ensemble Generation Method Based on Instance Hardness.Felipe N. Walmsley, George D. C. Cavalcanti, Dayvid V. R. Oliveira, Rafael M. O. Cruz, Robert Sabourin
2017ICASSPSpeaker segmentation using i-vector in meetings domain.Leonardo Valeriano Neri, Hector N. B. Pinheiro, Tsang Ing Ren, George D. C. Cavalcanti, Andr Gustavo Adami
2017ICASSPOptimizing speaker-specific filter banks for speaker verification.Hector N. B. Pinheiro, Fernando M. P. Neto, Adriano L. I. Oliveira, Tsang Ing Ren, George D. C. Cavalcanti, Andr Gustavo Adami
2017IJCNNAnalyzing different prototype selection techniques for dynamic classifier and ensemble selection.Rafael M. O. Cruz, Robert Sabourin, George D. C. Cavalcanti
2017IJCNNOn the characterization of the Oracle for dynamic classifier selection.Mariana de Araujo Souza, George D. C. Cavalcanti, Rafael M. O. Cruz, Robert Sabourin
2016ICASSPType-2 fuzzy GMM for text-independent speaker verification under unseen noise conditions.Hector N. B. Pinheiro, Sergio R. F. Vieira, Tsang Ing Ren, George D. C. Cavalcanti, Paulo S. G. de Mattos Neto
2016ICPRMeta-regression based pool size prediction scheme for dynamic selection of classifiers.Anandarup Roy, Rafael M. O. Cruz, Robert Sabourin, George D. C. Cavalcanti
2016IJCNNClass-dependent feature selection algorithm for text categorization.Rogerio C. P. Fragoso, Roberto H. W. Pinheiro, George D. C. Cavalcanti
2016IJCNNFacial expression Recognition based on Motion Estimation.Hemir da Cunha Santiago, Tsang Ing Ren, George D. C. Cavalcanti
2016SMCA prediction classifier architecture to forecast device status on smart environments.Bruno S. C. M. Vilar, Cezar P. Schroeder, Cristina Wada, Rayanne H. Bezerra, Leonardo L. A. Heitzmann, Rafael Simionato, George D. C. Cavalcanti
2015ICIPSupervised fractional eigenfaces.Tiago Buarque Assuno de Carvalho, A. M. Costa, M. A. A. Sibaldo, Ing Ren Tsang, George D. C. Cavalcanti
2015ICIPEfficient 22 block-based connected components labeling algorithms.Digo J. C. Santiago, Tsang Ing Ren, George D. C. Cavalcanti, Ing Jyh Tsang
2015IJCNNMETA-DES.H: A Dynamic Ensemble Selection technique using meta-learning and a dynamic weighting approach.Rafael M. O. Cruz, Robert Sabourin, George D. C. Cavalcanti
2015IJCNNEvolutionary Adaptive Self-Generating Prototypes for imbalanced datasets.Dayvid V. R. Oliveira, George D. C. Cavalcanti, Tsang Ing Ren, Ricardo M. A. Silva
2015IJCNNA bootstrap-based iterative selection for ensemble generation.Dayvid V. R. Oliveira, Thyago N. Porpino, George D. C. Cavalcanti, Tsang Ing Ren
2014ICIPFractional Eigenfaces.Tiago Buarque Assuno de Carvalho, M. A. A. Sibaldo, Ing Ren Tsang, George D. C. Cavalcanti, Ing Jyh Tsang, Jan Sijbers
2014ICPROn Meta-learning for Dynamic Ensemble Selection.Rafael M. O. Cruz, Robert Sabourin, George D. C. Cavalcanti
2014ICPRType-2 Fuzzy GMMs for Robust Text-Independent Speaker Verification in Noisy Environments.Hector N. B. Pinheiro, Tsang Ing Ren, George D. C. Cavalcanti, Ing-Jyh Tsang, Jan Sijbers
2014IJCNNA modular neural network architecture that selects a different set of features per module.Diogo da Silva Severo, Everson Verissimo, George D. C. Cavalcanti, Tsang Ing Ren
2014SMCChoosing instance selection method using meta-learning.Shayane de Oliveira Moura, Marcelo Bassani de Freitas, Halisson Alberdan Cavalcanti Cardoso, George D. C. Cavalcanti
2013ICASSPFast block-based algorithms for connected components labeling.Digo J. C. Santiago, Tsang Ing Ren, George D. C. Cavalcanti, Ing Jyh Tsang
2013IJCNNMetaclasses and zoning for handwritten document recognition.V. Macrio, G. F. P. Silva, Milena R. P. Souza, Cleber Zanchettin, George D. C. Cavalcanti
2013IJCNNDiversity in task decomposition: A strategy for combining mixtures of experts.Everson Verissimo, Diogo da Silva Severo, George D. C. Cavalcanti, Tsang Ing Ren
2013ICTAIContextual Image Segmentation Based on the Potts Model.Nara M. Portela, George D. C. Cavalcanti, Tsang Ing Ren
2013ICTAIHybrid Feature Selection and Weighting Method Based on Binary Particle Swarm Optimization.Diogo da Silva Severo, Everson Verissimo, George D. C. Cavalcanti, Tsang Ing Ren
2013SMCA Combined Features Approach for Speaker Segmentation Using BIC and Artificial Neural Networks.Leonardo Valeriano Neri, Tsang Ing Ren, George D. C. Cavalcanti, Ing Jyh Tsang, Jan Sijbers
2013SMCType-2 Fuzzy GMM-UBM for Text-Independent Speaker Verification.Hector N. B. Pinheiro, Tsang Ing Ren, George D. C. Cavalcanti, Ing Jyh Tsang, Jan Sijbers
2013SMCMotion Compensation Techniques in Permutation-Based Video Encryption.Caio C. Sabino, Las S. Andrade, Tsang Ing Ren, George D. C. Cavalcanti, Ing Jyh Tsang, Jan Sijbers
2013SMCPedestrian Detection under Progressive Occlusion.Silvio G. O. Santos, Tsang Ing Ren, George D. C. Cavalcanti, Ing Jyh Tsang, Jan Sijbers
2012ICIPL2-Norm metric learning applied to unconstrained face pair-matching.Rafael M. Barreto, Tsang Ing Ren, George D. C. Cavalcanti
2012ICIPRetinal vessel segmentation using Average of Synthetic Exact Filters and Hessian matrix.Wendeson S. Oliveira, Tsang Ing Ren, George D. C. Cavalcanti
2012IJCNNApplication of the IPSONet in face detection.Elliackin M. N. Figueiredo, Rafael G. Mesquita, Teresa Bernarda Ludermir, George D. C. Cavalcanti
2012IJCNNA fingerprint spoof detection based on MLP and SVM.Luis Filipe A. Pereira, Hector N. B. Pinheiro, Jose Ivson S. Silva, Anderson G. Silva, Thais M. L. Pina, George D. C. Cavalcanti, Tsang Ing Ren, Joao Paulo Nogueira de Oliveir
2012ICTAIImage Fusion Combining Frequency Domain Techniques Based on Focus.Hugo R. Albuquerque, Tsang Ing Ren, George D. C. Cavalcanti
2012ICTAIData Complexity Measures and Nearest Neighbor Classifiers: A Practical Analysis for Meta-learning.George D. C. Cavalcanti, Tsang Ing Ren, Breno A. Vale
2012ICTAIModel Representation for Facial Expression Recognition Based on Shape and Texture.Adriana Cruz de Gois, Victor Oliveira Antonino, Tsang Ing Ren, George D. C. Cavalcanti
2012ICTAIImproved Self-Generating Prototypes Algorithm for Imbalanced Datasets.Dayvid V. R. Oliveira, Guilherme R. Magalhaes, George D. C. Cavalcanti, Tsang Ing Ren
2012ICTAIAn Unsupervised Segmentation Method for Retinal Vessel Using Combined Filters.Wendeson S. Oliveira, Tsang Ing Ren, George D. C. Cavalcanti
2012ICTAICompetence Enhancement for Nearest Neighbor Classification Rule by Ranking-Based Instance Selection.Cristiano de Santana Pereira, George D. C. Cavalcanti
2012ICTAIClass-Dependent Locality Preserving Projections for Multimodal Scenarios.Elias Rodrigues da Silva Jnior, George D. C. Cavalcanti, Tsang Ing Ren
2012ICTAIA Dimensionality Reduction Approach for Modular Neural Networks.Everson Verissimo, Diogo da Silva Severo, George D. C. Cavalcanti, Tsang Ing Ren
2012IDEALIris Segmentation and Recognition Using 2D Log-Gabor Filters.Carlos A. C. M. Bastos, Tsang Ing Ren, George D. C. Cavalcanti
2012IDEALFace Detection under Illumination Variance Using Combined AdaBoost and Gradientfaces.Joo Paulo Magalhes, Tsang Ing Ren, George D. C. Cavalcanti
2012IDEALReal-Time Head Pose Estimation for Mobile Devices.Euclides N. Arcoverde Neto, Rafael M. Barreto, Rafael M. Duarte, Joo Paulo Magalhes, Carlos A. C. M. Bastos, Tsang Ing Ren, George D. C. Cavalcanti
2012IDEALA Hybrid GMM Speaker Verification System for Mobile Devices in Variable Environments.Tsang Ing Ren, George D. C. Cavalcanti, Dimas Gabriel, Hector N. B. Pinheiro
2012IDEALA Neural Network Based Approach for GPCR Protein Prediction Using Pattern Discovery.Tsang Ing Ren, George D. C. Cavalcanti, Francisco Nascimento Junior, Gabriela Espadas
2012SMCPupil segmentation using Pulling & Pushing and BSOM neural network.Carlos A. C. M. Bastos, Ing Ren Tsang, Gabriel S. Vasconcelos, George D. C. Cavalcanti
2012SMCNeighborhood coding for image representation and neighborhood operations.Tiago Buarque Assuno de Carvalho, M. A. A. Sibaldo, Denise Jaeger Tenrio, Ing Ren Tsang, George D. C. Cavalcanti, Ing Jyh Tsang
2012SMCMLPBoost: A combined AdaBoost / multi-layer perceptron network approach for face detection.George D. C. Cavalcanti, Joo Paulo Magalhes, Rafael M. Barreto, Ing Ren Tsang
2012SMCA modular architecture based on image quality for fingerprint spoof detection.George D. C. Cavalcanti, Luis Filipe A. Pereira, Hector N. B. Pinheiro, Jose Ivson S. Silva, Anderson G. Silva, Thais M. L. Pina, Daniel B. O. Carvalho, Tsang Ing Ren
2012SMCRecognition of partially occluded face using Gradientface and Local Binary Patterns.George D. C. Cavalcanti, Ing Ren Tsang, Josivan R. Reis
2012SMCSpeaker verification using type-2 Fuzzy Gaussian Mixture Models.Ing Ren Tsang, Dimas Gabriel, Hector N. B. Pinheiro, George D. C. Cavalcanti
2012SMCVideo colortoning.Ing Ren Tsang, Diogo C. Lemos, Dario S. M. Pinheiro, George D. C. Cavalcanti, Ing Jyh Tsang
2012SMCCombined AdaBoost and gradientfaces for face detection under illumination problems.Ing Ren Tsang, Joo Paulo Magalhes, George D. C. Cavalcanti
2011CAIPMultiple Line Skew Estimation of Handwritten Images of Documents Based on a Visual Perception Approach.Carlos A. B. Mello, ngel Snchez, George D. C. Cavalcanti
2011ICASSPA robust feature extraction algorithm based on class-Modular Image Principal Component Analysis for face verification.Jos Francisco Pereira, Rafael M. Barreto, George D. C. Cavalcanti, Ing Ren Tsang
2011ICIPHandwritten connected digits detection: An approach using instance selection.Cristiano de Santana Pereira, George D. C. Cavalcanti
2011IJCNNA weighted image reconstruction based on PCA for pedestrian detection.Guilherme V. Carvalho, Lailson B. Moraes, George D. C. Cavalcanti, Ing Ren Tsang
2011IJCNNA method for dynamic ensemble selection based on a filter and an adaptive distance to improve the quality of the regions of competence.Rafael M. O. Cruz, George D. C. Cavalcanti, Ing Ren Tsang
2011IJCNNAutoassociative Pyramidal Neural Network for face verification.Bruno J. T. Fernandes, George D. C. Cavalcanti, Tsang Ing Ren
2011IJCNNGA-PAT-KNN: Framework for time series forecasting.Armando A. Gonalves, Igor Alencar, Ing Ren Tsang, George D. C. Cavalcanti
2011IJCNNA simulation environment for volatility analysis of developed and in development markets.Paulo S. G. de Mattos Neto, Tiago A. E. Ferreira, George D. C. Cavalcanti
2011IJCNNInstance selection algorithm based on a Ranking Procedure.Cristiano de Santana Pereira, George D. C. Cavalcanti
2011IJCNNLag selection for time series forecasting using Particle Swarm Optimization.Gustavo H. T. Ribeiro, Paulo S. G. de Mattos Neto, George D. C. Cavalcanti, Ing Ren Tsang
2011IJCNNBSOM network for pupil segmentation.Gabriel S. Vasconcelos, Carlos A. C. M. Bastos, Ing Ren Tsang, George D. C. Cavalcanti
2010CECA graph-based friend recommendation system using Genetic Algorithm.Nitai B. Silva, Ing Ren Tsang, George D. C. Cavalcanti, Ing-Jyh Tsang
2010ICASSPA combined Pulling & pushing and Active Contour method for pupil segmentation.Carlos A. C. M. Bastos, Ing Ren Tsang, George D. C. Cavalcanti
2010IJCNNA nonexclusive task decomposition method for modular neural networks.Victor Medeiros Outtes Alves, George D. C. Cavalcanti
2010IJCNNAn ensemble classifier for offline cursive character recognition using multiple feature extraction techniques.Rafael M. O. Cruz, George D. C. Cavalcanti, Ing Ren Tsang
2010IJCNNAn intelligent perturbative approach for the time series forecasting problem.Paulo S. G. de Mattos Neto, Aranildo R. Lima, Tiago A. E. Ferreira, George D. C. Cavalcanti
2010IJCNNImproving financial time series prediction using exogenous series and neural networks committees.Manoel C. Amorim Neto, Gustavo Tavares, Victor Medeiros Outtes Alves, George D. C. Cavalcanti, Ing Ren Tsang
2010ICTAIAnalysis of 2D log-Gabor Filters to Encode Iris Patterns.Carlos A. C. M. Bastos, Ing Ren Tsang, George D. C. Cavalcanti
2010ICTAIA New Heterogeneous Dissimilarity Measure for Data Classification.Cesar Lima Pereira, George D. C. Cavalcanti, Ing Ren Tsang
2010ICTAIOff-line Signature Verification: An Approach Based on Combining Distances and One-class Classifiers.Milena R. P. Souza, George D. C. Cavalcanti, Ing Ren Tsang
2010SMCDoes the affinity matrix influence the performance of the Locality Preserving Projection algorithm?Elias Rodrigues da Silva Jnior, George D. C. Cavalcanti, Ing Ren Tsang
2009ICDARPrototype Selection for Handwritten Connected Digits Classification.Cristiano de Santana Pereira, George D. C. Cavalcanti
2009ICDARText Line Segmentation Based on Morphology and Histogram Projection.Rodolfo P. dos Santos, Gabriela S. Clemente, Ing Ren Tsang, George D. C. Cavalcanti
2009IJCNNHybrid intelligent system clonart applied to face recognition.Jose Lima Alexandrino, George D. C. Cavalcanti, Edson Costa de Barros Carvalho Filho
2009IJCNNTree Architecture Pattern Distributor: a task decomposition classification approach.Victor Medeiros Outtes Alves, George D. C. Cavalcanti
2009IJCNNA receptive field based approach for face detection.Bruno J. T. Fernandes, George D. C. Cavalcanti, Ing Ren Tsang
2009IJCNNFinancial time series prediction using exogenous series and combined neural networks.Manoel C. Amorim Neto, George D. C. Cavalcanti, Ing Ren Tsang
2009IJCNNModular Image Principal Component Analysis for face recognition.Jos Francisco Pereira, George D. C. Cavalcanti, Ing Ren Tsang
2008HISClassification and Segmentation of Visual Patterns Based on Receptive and Inhibitory Fields.Bruno J. T. Fernandes, George D. C. Cavalcanti, Ing Ren Tsang
2008HISA SVM for GPCR Protein Prediction Using Pattern Discovery.Francisco Nascimento Junior, Ing Ren Tsang, George D. C. Cavalcanti
2008IJCNNCombining global optimization algorithms with a simple adaptive distance for feature selection and weighting.Adelia C. A. Barros, George D. C. Cavalcanti
2008IJCNNAn Artificial Neural Network approach for user class-dependent off-line sentence segmentation.Cesar A. M. Carvalho, George D. C. Cavalcanti
2008IJCNNPrototype selection: Combining self-generating prototypes and Gaussian mixtures for pattern classification.Cristiano de Santana Pereira, George D. C. Cavalcanti
2008ICTAIA Pyramidal Neural Network Based on Nonclassical Receptive Field Inhibition.Bruno J. T. Fernandes, George D. C. Cavalcanti
2007CECAn approach to feature selection for keystroke dynamics systems based on PSO and feature weighting.Gabriel L. F. B. G. Azevedo, George D. C. Cavalcanti, Edson C. B. Carvalho Filho
2007ICDARAn Approach to Improve Accuracy Rate of On-line Signature Verification Systems of Different Sizes.R. Araujo, George D. C. Cavalcanti, Edson C. B. Carvalho Filho
2007IJCNNHybrid Solution for the Feature Selection in Personal Identification Problems through Keystroke Dynamics.Gabriel L. F. B. G. Azevedo, George D. C. Cavalcanti, Edson C. B. Carvalho Filho
2007IJCNNAnalysis of mammogram using self-organizing neural networks based on spatial isomorphism.Aida Araujo Ferreira, Francisco Nascimento Jr., Ing Ren Tsang, George D. C. Cavalcanti, Teresa Bernarda Ludermir, Ronaldo Ribeiro Barbosa de Aquino
2006ICIPA Heuristic Binarization Algorithm for Documents with Complex Background.George D. C. Cavalcanti, Eduardo F. A. Silva, Cleber Zanchettin, Byron L. D. Bezerra, Rodrigo C. Doria, Juliano C. B. Rabelo
2006IJCNNA neural architecture to identify courtesy amount delimiters.Cleber Zanchettin, George D. C. Cavalcanti, Rodrigo C. Doria, Eduardo F. A. Silva, Juliano C. B. Rabelo, Byron L. D. Bezerra
2003BIBECombining Few Neural Networks for Effective Secondary Structure Prediction.Katia S. Guimares, Jeane C. B. Melo, George D. C. Cavalcanti
2003ICIPEigenbands fusion for frontal face recognition.George D. C. Cavalcanti, Edson C. B. Carvalho Filho
2003IJCNNPCA feature extraction for protein structure prediction.Jeane C. B. Melo, George D. C. Cavalcanti, Katia S. Guimares
2002ICIPAn architecture for document management.George D. C. Cavalcanti, Edson C. B. Carvalho Filho