George D. C. Cavalcanti

237 papers A* 1A 3B 92C 8Misc 7Journal 101Unranked 25

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	An Unsupervised Entropy-Complexity Framework for Real-Time Concept Drift Detection. IEEE Access Keila Barbosa Costa, Alejandro C. Frery, André L. L. de Aquino, George D. C. Cavalcanti
2025	—	`conf`	Contrastive Dissimilarity for Writer Identification: a proof of concept. IWSSIP Fabio Pignelli, Lucas O. Teixeira, Diego Bertolini, Loris Nanni, George D. C. Cavalcanti, Yandre M. G. Costa
2025	A*	`conf`	DRES: Fake news detection by dynamic representation and ensemble selection. EMNLP Faramarz Farhangian, Leandro Augusto Ensina, George D. C. Cavalcanti, Rafael M. O. Cruz
2025	J	`jnl`	DRES: Fake news detection by dynamic representation and ensemble selection. CoRR Faramarz Farhangian, Leandro Augusto Ensina, George D. C. Cavalcanti, Rafael M. O. Cruz
2025	J	`jnl`	Gender bias detection on hate speech classification: an analysis at feature-level. Neural Comput. Appl. Francimaria R. S. Nascimento, George D. C. Cavalcanti, Márjory Da Costa-Abreu
2025	B	`conf`	HSFN: Hierarchical Selection for Fake News Detection building Heterogeneous Ensemble. SMC Sara B. Coutinho, Rafael M. O. Cruz, Francimaria R. S. Nascimento, George D. C. Cavalcanti
2025	J	`jnl`	HSFN: Hierarchical Selection for Fake News Detection building Heterogeneous Ensemble. CoRR Sara B. Coutinho, Rafael M. O. Cruz, Francimaria R. S. Nascimento, George D. C. Cavalcanti
2025	J	`jnl`	Imbalanced Regression Pipeline Recommendation. CoRR Juscimara Gomes Avelino, George D. C. Cavalcanti, Rafael M. O. Cruz
2025	J	`jnl`	Imbalanced malware classification: an approach based on dynamic classifier selection. CoRR J. V. S. Souza, Caio Barbosa Vieira da Silva, George D. C. Cavalcanti, Rafael M. O. Cruz
2025	J	`jnl`	Imbalanced regression pipeline recommendation. Mach. Learn. Juscimara Gomes Avelino, George D. C. Cavalcanti, Rafael M. O. Cruz
2025	J	`jnl`	Improving open set recognition with dissimilarity-based metric learning. Knowl. Based Syst. Lucas O. Teixeira, Diego Bertolini, Luiz S. Oliveira, George D. C. Cavalcanti, Yandre M. G. Costa
2025	J	`jnl`	Meta-Scaler: A Meta-Learning Framework for the Selection of Scaling Techniques. IEEE Trans. Neural Networks Learn. Syst. Lucas B. V. de Amorim, George D. C. Cavalcanti, Rafael M. O. Cruz
2025	J	`jnl`	MetaML: a multi-label meta-learning approach for pipeline recommendation. Mach. Learn. Cynthia Moreira Maia, Lucas B. V. de Amorim, George D. C. Cavalcanti, Rafael M. O. Cruz
2025	J	`jnl`	Multi-view autoencoders for Fake News Detection. CoRR Ingryd V. S. T. Pereira, George D. C. Cavalcanti, Rafael M. O. Cruz
2025	B	`conf`	PIPES: A Meta-dataset of Machine Learning Pipelines. IJCNN Cynthia Moreira Maia, Lucas B. V. de Amorim, George D. C. Cavalcanti, Rafael M. O. Cruz
2025	J	`jnl`	PIPES: A Meta-dataset of Machine Learning Pipelines. CoRR Cynthia Moreira Maia, Lucas B. V. de Amorim, George D. C. Cavalcanti, Rafael M. O. Cruz
2025	J	`jnl`	Perceptual Influence: Improving the Perceptual Loss Design for Low-Dose CT Enhancement. CoRR Gabriel A. Viana, Luis Filipe Alves Pereira, Tsang Ing Ren, George D. C. Cavalcanti, Jan Sijbers
2025	J	`jnl`	Resampling strategies for imbalanced regression: a survey and empirical analysis. CoRR Juscimara Gomes Avelino, George D. C. Cavalcanti, Rafael M. O. Cruz
2025	J	`jnl`	Triplet dissimilarity: a texture classification approach using dissimilarity and siamese networks. Soft Comput. Lucas O. Teixeira, Diego Bertolini, Luiz S. Oliveira, George D. C. Cavalcanti, Yandre M. G. Costa
2025	Misc	`conf`	Univariate vs multivariate prediction for containerised applications auto-scaling: a comparative study. SAC Wellison R. M. Santos, Adalberto R. Sampaio, Nelson S. Rosa, George D. C. Cavalcanti
2024	J	`jnl`	A dynamic multiple classifier system using graph neural network for high dimensional overlapped data. Inf. Fusion Mariana de Araujo Souza, Robert Sabourin, George D. C. Cavalcanti, Rafael M. O. Cruz
2024	—	`conf`	Cervical Cancer Detection in Pap Smear Images. EPIA (2) Pedro Maranhao, Tsang Ing Ren, George D. C. Cavalcanti
2024	B	`conf`	Combining Pruning Strategies to Generate Efficient Inpainting Networks. IJCNN Walber M. Rodrigues, Felipe N. Walmsley, Jonysberg P. Quintino, Helder de Sousa Pinho, George D. C. Cavalcanti
2024	J	`jnl`	Contrastive dissimilarity: optimizing performance on imbalanced and limited data sets. Neural Comput. Appl. Lucas O. Teixeira, Diego Bertolini, Luiz S. Oliveira, George D. C. Cavalcanti, Yandre M. G. Costa
2024	J	`jnl`	Fake news detection: Taxonomy and comparative study. Inf. Fusion Faramarz Farhangian, Rafael M. O. Cruz, George D. C. Cavalcanti
2024	J	`jnl`	Fault distance estimation for transmission lines with dynamic regressor selection. Neural Comput. Appl. Leandro Augusto Ensina, Luiz Eduardo Soares de Oliveira, Rafael M. O. Cruz, George D. C. Cavalcanti
2024	J	`jnl`	Microservices performance forecast using dynamic Multiple Predictor Systems. Eng. Appl. Artif. Intell. Wellison R. M. Santos, Adalberto R. Sampaio Jr., Nelson S. Rosa, George D. C. Cavalcanti
2024	—	`conf`	Music Genre Classification Using Contrastive Dissimilarity. IWSSIP Gabriel Henrique Costanzi, Lucas O. Teixeira, Gustavo Zanoni Felipe, George D. C. Cavalcanti, Yandre M. G. Costa
2024	J	`jnl`	Recent advances in applications of machine learning in reward crowdfunding success forecasting. Neural Comput. Appl. George D. C. Cavalcanti, Wesley Mendes-Da-Silva, Israel J. dos S. Felipe, Leonardo A. Santos
2024	J	`jnl`	Resampling strategies for imbalanced regression: a survey and empirical analysis. Artif. Intell. Rev. Juscimara Gomes Avelino, George D. C. Cavalcanti, Rafael M. O. Cruz
2024	J	`jnl`	Subconcept perturbation-based classifier for within-class multimodal data. Neural Comput. Appl. George D. C. Cavalcanti, Rodolfo J. O. Soares, Edson L. Araújo
2023	B	`conf`	A Post-Selection Algorithm for Improving Dynamic Ensemble Selection Methods. SMC Paulo R. G. Cordeiro, George D. C. Cavalcanti, Rafael M. O. Cruz
2023	J	`jnl`	A hybrid system based on ensemble learning to model residuals for time series forecasting. Inf. Sci. Domingos S. de O. Junior, Paulo S. G. de Mattos Neto, João F. L. de Oliveira, George D. C. Cavalcanti
2023	J	`jnl`	A post-selection algorithm for improving dynamic ensemble selection methods. CoRR Paulo R. G. Cordeiro, George D. C. Cavalcanti, Rafael M. O. Cruz
2023	J	`jnl`	Cancer Identification in Enteric Nervous System Preclinical Images Using Handcrafted and Automatic Learned Features. Neural Process. Lett. Gustavo Zanoni Felipe, Lucas O. Teixeira, Rodolfo Miranda Pereira, Jacqueline Nelisis Zanoni, Sara R. G. Souza, Loris Nanni, George D. C. Cavalcanti, Yandre M. G. Costa
2023	J	`jnl`	Dynamic Ensemble Algorithm Post-Selection Using Hardness-Aware Oracle. IEEE Access Paulo R. G. Cordeiro, George D. C. Cavalcanti, Rafael M. O. Cruz
2023	J	`jnl`	OLP++: An online local classifier for high dimensional data. Inf. Fusion Mariana de Araujo Souza, Robert Sabourin, George D. C. Cavalcanti, Rafael M. O. Cruz
2023	J	`jnl`	Security Relevant Methods of Android's API Classification: A Machine Learning Empirical Evaluation. IEEE Trans. Computers Walber M. Rodrigues, Felipe N. Walmsley, George D. C. Cavalcanti, Rafael M. O. Cruz
2023	J	`jnl`	The choice of scaling technique matters for classification performance. Appl. Soft Comput. Lucas B. V. de Amorim, George D. C. Cavalcanti, Rafael M. O. Cruz
2022	J	`jnl`	An investigation into the effects of label noise on Dynamic Selection algorithms. Inf. Fusion Felipe N. Walmsley, George D. C. Cavalcanti, Robert Sabourin, Rafael M. O. Cruz
2022	J	`jnl`	COVID-19 Detection on Chest X-ray and CT Scan: A Review of the Top-100 Most Cited Papers. Sensors Yandre M. G. Costa, Sergio A. Da Silva Junior, Lucas O. Teixeira, Rodolfo Miranda Pereira, Diego Bertolini, Alceu S. Britto Jr., Luiz S. Oliveira, George D. C. Cavalcanti
2022	B	`conf`	Ensemble of Convolutional Neural Networks for Sparse-View Cone-Beam Computed Tomography. IJCNN Carlos A. Alves Júnior, Luis Filipe Alves Pereira, George D. C. Cavalcanti, Tsang Ing Ren
2022	J	`jnl`	Label noise detection under the noise at random model with ensemble filters. Intell. Data Anal. Kecia Gomes de Moura, Ricardo B. C. Prudêncio, George D. C. Cavalcanti
2022	B	`conf`	Local overlap reduction procedure for dynamic ensemble selection. IJCNN Mariana de Araujo Souza, Robert Sabourin, George D. C. Cavalcanti, Rafael M. O. Cruz
2022	J	`jnl`	Local overlap reduction procedure for dynamic ensemble selection. CoRR Mariana de Araujo Souza, Robert Sabourin, George D. C. Cavalcanti, Rafael M. O. Cruz
2022	J	`jnl`	Selecting and combining complementary feature representations and classifiers for hate speech detection. CoRR Rafael M. O. Cruz, Woshington V. de Sousa, George D. C. Cavalcanti
2022	J	`jnl`	Selecting and combining complementary feature representations and classifiers for hate speech detection. Online Soc. Networks Media Rafael M. O. Cruz, Woshington V. de Sousa, George D. C. Cavalcanti
2022	J	`jnl`	The choice of scaling technique matters for classification performance. CoRR Lucas B. V. de Amorim, George D. C. Cavalcanti, Rafael M. O. Cruz
2022	J	`jnl`	Unintended bias evaluation: An analysis of hate speech detection and gender bias mitigation on social media using ensemble learning. Expert Syst. Appl. Francimaria R. S. Nascimento, George D. C. Cavalcanti, Márjory Da Costa-Abreu
2021	J	`jnl`	A Dynamic Predictor Selection Method Based on Recent Temporal Windows for Time Series Forecasting. IEEE Access Eraylson G. Silva, Paulo S. G. de Mattos Neto, George D. C. Cavalcanti
2021	J	`jnl`	Dynamic selection and combination of one-class classifiers for multi-class classification. Knowl. Based Syst. Rogerio C. P. Fragoso, George D. C. Cavalcanti, Roberto H. W. Pinheiro, Luiz S. Oliveira
2021	J	`jnl`	Grave Artifacts in Image Inpainting: Investigating the Causes and Untangling the Factors. IEEE Access Walber M. Rodrigues, Felipe N. Walmsley, George D. C. Cavalcanti, Jonysberg P. Quintino, Helder Pinho
2021	J	`jnl`	Impact of Lung Segmentation on the Diagnosis and Explanation of COVID-19 in Chest X-ray Images. Sensors Lucas O. Teixeira, Rodolfo Miranda Pereira, Diego Bertolini, Luiz S. Oliveira, Loris Nanni, George D. C. Cavalcanti, Yandre M. G. Costa
2021	J	`jnl`	Label noise detection under the Noise at Random model with ensemble filters. CoRR Kecia Gomes de Moura, Ricardo B. C. Prudêncio, George D. C. Cavalcanti
2021	J	`jnl`	MINE: A framework for dynamic regressor selection. Inf. Sci. Thiago J. M. Moura, George D. C. Cavalcanti, Luiz S. Oliveira
2021	B	`conf`	On the Evaluation of Competence Measures for Time Series Forecasting. SMC Thiago J. M. Moura, George D. C. Cavalcanti, Luiz S. Oliveira
2021	—	`conf`	The Gated Recurrent Conditional Generative Adversarial Network (GRC-GAN): application to denoising of low-dose CT images. SIBGRAPI Mateus Baltazar de Almeida, Luis Filipe Alves Pereira, Tsang Ing Ren, George D. C. Cavalcanti, Jan Sijbers
2021	J	`jnl`	Variational DNN embeddings for text-independent speaker verification. Pattern Recognit. Lett. Hector N. B. Pinheiro, Tsang Ing Ren, André Gustavo Adami, George D. C. Cavalcanti
2020	J	`jnl`	A temporal-window framework for modelling and forecasting time series. Knowl. Based Syst. Paulo S. G. de Mattos Neto, George D. C. Cavalcanti, Paulo Renato A. Firmino, Eraylson G. Silva, Sérgio R. P. Vila Nova Filho
2020	B	`conf`	A two-level sampling strategy for pruning methods applied to credit scoring. SMC Luiz Vieira e Silva Filho, George D. C. Cavalcanti
2020	J	`jnl`	DESlib: A Dynamic ensemble selection library in Python. J. Mach. Learn. Res. Rafael M. O. Cruz, Luiz G. Hafemann, Robert Sabourin, George D. C. Cavalcanti
2020	B	`conf`	Layers Sequence Optimizing for Deep Neural Networks using Multiples Objectives. CEC Paulo S. G. de Mattos Neto, Péricles B. C. Miranda, George D. C. Cavalcanti, Tapas Si, Filipe R. Cordeiro, Mayara Castro
2020	B	`conf`	Multi-label learning for dynamic model type recommendation. IJCNN Mariana de Araujo Souza, Robert Sabourin, George D. C. Cavalcanti, Rafael M. O. Cruz
2020	J	`jnl`	Multi-label learning for dynamic model type recommendation. CoRR Mariana de Araujo Souza, Robert Sabourin, George D. C. Cavalcanti, Rafael M. O. Cruz
2020	B	`conf`	On the Selection of the Competence Measure for Dynamic Regressor Selection. SMC Thiago J. M. Moura, George D. C. Cavalcanti, Luiz S. Oliveira
2020	B	`conf`	On the evaluation of dynamic selection parameters for time series forecasting. IJCNN Eraylson G. Silva, George D. C. Cavalcanti, João Fausto Lorenzato de Oliveira, Paulo S. G. de Mattos Neto
2020	J	`jnl`	Perturbation-based classifier. Soft Comput. Edson L. Araújo, George D. C. Cavalcanti, Tsang Ing Ren
2020	J	`jnl`	Ranking-based instance selection for pattern classification. Expert Syst. Appl. George D. C. Cavalcanti, Rodolfo J. O. Soares
2020	J	`jnl`	The dissimilarity approach: a review. Artif. Intell. Rev. Yandre M. G. Costa, Diego Bertolini, Alceu S. Britto Jr., George D. C. Cavalcanti, Luiz E. S. Oliveira
2019	J	`jnl`	Combining binary classifiers in different dichotomy spaces for text categorization. Appl. Soft Comput. Roberto H. W. Pinheiro, George D. C. Cavalcanti, Ing Ren Tsang
2019	J	`jnl`	Data-driven Feature Selection Methods for Text Classification: an Empirical Evaluation. J. Univers. Comput. Sci. Rogerio C. P. Fragoso, Roberto H. W. Pinheiro, George D. C. Cavalcanti
2019	—	`conf`	Detecting Anomalies in the Engine Coolant Sensor Using One-Class Classifiers. VTC Fall Eronides F. Da Silva Neto, Allan R. S. Feitosa, George D. C. Cavalcanti, Abel G. Silva-Filho
2019	J	`jnl`	Dynamic Ensemble Selection and Data Preprocessing for Multi-Class Imbalance Learning. Int. J. Pattern Recognit. Artif. Intell. Rafael M. O. Cruz, Mariana de Araujo Souza, Robert Sabourin, George D. C. Cavalcanti
2019	B	`conf`	Evaluating Competence Measures for Dynamic Regressor Selection. IJCNN Thiago J. M. Moura, George D. C. Cavalcanti, Luiz S. Oliveira
2019	J	`jnl`	Evaluating Competence Measures for Dynamic Regressor Selection. CoRR Thiago J. M. Moura, George D. C. Cavalcanti, Luiz S. Oliveira
2019	J	`jnl`	FIRE-DES++: Enhanced online pruning of base classifiers for dynamic ensemble selection. Pattern Recognit. Rafael M. O. Cruz, Dayvid V. R. Oliveira, George D. C. Cavalcanti, Robert Sabourin
2019	B	`conf`	On evaluating the online local pool generation method for imbalance learning. IJCNN Mariana de Araujo Souza, George D. C. Cavalcanti, Rafael M. O. Cruz, Robert Sabourin
2019	J	`jnl`	Online local pool generation for dynamic classifier selection. Pattern Recognit. Mariana de Araujo Souza, George D. C. Cavalcanti, Rafael M. O. Cruz, Robert Sabourin
2019	—	`conf`	Representation Learning and Dissimilarity for Writer Identification. IWSSIP Lucas Georges Helal, Diego Bertolini, Yandre M. G. Costa, George D. C. Cavalcanti, Alceu S. Britto Jr., Luiz E. S. Oliveira
2018	J	`jnl`	A Method For Dynamic Ensemble Selection Based on a Filter and an Adaptive Distance to Improve the Quality of the Regions of Competence. CoRR Rafael M. O. Cruz, George D. C. Cavalcanti, Tsang Ing Ren
2018	J	`jnl`	A study on combining dynamic selection and data preprocessing for imbalance learning. Neurocomputing Anandarup Roy, Rafael M. O. Cruz, Robert Sabourin, George D. C. Cavalcanti
2018	B	`conf`	An Ensemble Generation Method Based on Instance Hardness. IJCNN Felipe N. Walmsley, George D. C. Cavalcanti, Dayvid V. R. Oliveira, Rafael M. O. Cruz, Robert Sabourin
2018	J	`jnl`	An Ensemble Generation Method Based on Instance Hardness. CoRR Felipe N. Walmsley, George D. C. Cavalcanti, Dayvid V. R. Oliveira, Rafael M. O. Cruz, Robert Sabourin
2018	B	`conf`	An empirical analysis of Combined Dissimilarity Spaces. IJCNN Leticia V. N. Lapenda, Roberto H. W. Pinheiro, George D. C. Cavalcanti
2018	J	`jnl`	Analyzing different prototype selection techniques for dynamic classifier and ensemble selection. CoRR Rafael M. O. Cruz, Robert Sabourin, George D. C. Cavalcanti
2018	J	`jnl`	Combining sentence similarities measures to identify paraphrases. Comput. Speech Lang. Rafael Ferreira, George D. C. Cavalcanti, Fred Freitas, Rafael Dueire Lins, Steven J. Simske, Marcelo Riss
2018	J	`jnl`	DESlib: A Dynamic ensemble selection library in Python. CoRR Rafael M. O. Cruz, Luiz G. Hafemann, Robert Sabourin, George D. C. Cavalcanti
2018	J	`jnl`	Dynamic Ensemble Selection VS K-NN: why and when Dynamic Selection obtains higher classification performance? CoRR Rafael M. O. Cruz, Hiba H. Zakane, Robert Sabourin, George D. C. Cavalcanti
2018	J	`jnl`	Dynamic classifier selection: Recent advances and perspectives. Inf. Fusion Rafael M. O. Cruz, Robert Sabourin, George D. C. Cavalcanti
2018	J	`jnl`	FIRE-DES++: Enhanced Online Pruning of Base Classifiers for Dynamic Ensemble Selection. CoRR Rafael M. O. Cruz, Dayvid V. R. Oliveira, George D. C. Cavalcanti, Robert Sabourin
2018	J	`jnl`	ICPRAI 2018 SI: On dynamic ensemble selection and data preprocessing for multi-class imbalance learning. CoRR Rafael M. O. Cruz, Mariana de Araujo Souza, Robert Sabourin, George D. C. Cavalcanti
2018	B	`conf`	Improving the accuracy of intelligent forecasting models using the Perturbation Theory. IJCNN Eraylson G. Silva, Domingos S. de O. Junior, George D. C. Cavalcanti, Paulo S. G. de Mattos Neto
2018	J	`jnl`	IntensityPatches and RegionPatches for image recognition. Appl. Soft Comput. Tiago Buarque Assunção de Carvalho, Maria A. A. Sibaldo, Ing Ren Tsang, George D. C. Cavalcanti, Jan Sijbers, Ing Jyh Tsang
2018	B	`conf`	K-Nearest Oracles Borderline Dynamic Classifier Ensemble Selection. IJCNN Dayvid V. R. Oliveira, George D. C. Cavalcanti, Thyago N. Porpino, Rafael M. O. Cruz, Robert Sabourin
2018	J	`jnl`	K-Nearest Oracles Borderline Dynamic Classifier Ensemble Selection. CoRR Dayvid V. R. Oliveira, George D. C. Cavalcanti, Thyago N. Porpino, Rafael M. O. Cruz, Robert Sabourin
2018	J	`jnl`	META-DES.H: a dynamic ensemble selection technique using meta-learning and a dynamic weighting approach. CoRR Rafael M. O. Cruz, Robert Sabourin, George D. C. Cavalcanti
2018	J	`jnl`	META-DES.Oracle: Meta-learning and feature selection for ensemble selection. CoRR Rafael M. O. Cruz, Robert Sabourin, George D. C. Cavalcanti
2018	J	`jnl`	META-DES: A Dynamic Ensemble Selection Framework using Meta-Learning. CoRR Rafael M. O. Cruz, Robert Sabourin, George D. C. Cavalcanti, Tsang Ing Ren
2018	J	`jnl`	On Meta-Learning for Dynamic Ensemble Selection. CoRR Rafael M. O. Cruz, Robert Sabourin, George D. C. Cavalcanti
2018	J	`jnl`	On dynamic ensemble selection and data preprocessing for multi-class imbalance learning. CoRR Rafael M. O. Cruz, Robert Sabourin, George D. C. Cavalcanti
2018	J	`jnl`	Online local pool generation for dynamic classifier selection: an extended version. CoRR Mariana de Araujo Souza, George D. C. Cavalcanti, Rafael M. O. Cruz, Robert Sabourin
2018	J	`jnl`	Prototype selection for dynamic classifier and ensemble selection. Neural Comput. Appl. Rafael M. O. Cruz, Robert Sabourin, George D. C. Cavalcanti
2017	J	`jnl`	A perturbative approach for enhancing the performance of time series forecasting. Neural Networks Paulo S. G. de Mattos Neto, Tiago A. E. Ferreira, Aranildo R. Lima, Germano C. Vasconcelos, George D. C. Cavalcanti
2017	B	`conf`	Analyzing different prototype selection techniques for dynamic classifier and ensemble selection. IJCNN Rafael M. O. Cruz, Robert Sabourin, George D. C. Cavalcanti
2017	J	`jnl`	Bias effect on predicting market trends with EMD. Expert Syst. Appl. Dennis Carnelossi Furlaneto, Luiz S. Oliveira, David Menotti, George D. C. Cavalcanti
2017	J	`jnl`	Combining dissimilarity spaces for text categorization. Inf. Sci. Roberto H. W. Pinheiro, George D. C. Cavalcanti, Ing Ren Tsang
2017	—	`conf`	Dynamic ensemble selection VS K-NN: Why and when dynamic selection obtains higher classification performance? IPTA Rafael M. O. Cruz, Hiba H. Zakane, Robert Sabourin, George D. C. Cavalcanti
2017	J	`jnl`	Inline discrete tomography system: Application to agricultural product inspection. Comput. Electron. Agric. Luis Filipe Alves Pereira, Eline Janssens, George D. C. Cavalcanti, Ing Ren Tsang, Mattias Van Dael, Pieter Verboven, Bart M. Nicolaï, Jan Sijbers
2017	J	`jnl`	META-DES.Oracle: Meta-learning and feature selection for dynamic ensemble selection. Inf. Fusion Rafael M. O. Cruz, Robert Sabourin, George D. C. Cavalcanti
2017	J	`jnl`	Nonlinear combination method of forecasters applied to PM time series. Pattern Recognit. Lett. Paulo S. G. de Mattos Neto, George D. C. Cavalcanti, Francisco Madeiro
2017	B	`conf`	On the characterization of the Oracle for dynamic classifier selection. IJCNN Mariana de Araujo Souza, George D. C. Cavalcanti, Rafael M. O. Cruz, Robert Sabourin
2017	J	`jnl`	Online pruning of base classifiers for Dynamic Ensemble Selection. Pattern Recognit. Dayvid V. R. Oliveira, George D. C. Cavalcanti, Robert Sabourin
2017	Misc	`conf`	Optimizing speaker-specific filter banks for speaker verification. ICASSP Hector N. B. Pinheiro, Fernando M. P. Neto, Adriano L. I. Oliveira, Tsang Ing Ren, George D. C. Cavalcanti, André Gustavo Adami
2017	Misc	`conf`	Speaker segmentation using i-vector in meetings domain. ICASSP Leonardo Valeriano Neri, Hector N. B. Pinheiro, Tsang Ing Ren, George D. C. Cavalcanti, André Gustavo Adami
2016	—	`conf`	A Method for Automatic Determination of the Feature Vector Size for Text Categorization. BRACIS Rogerio C. P. Fragoso, Roberto H. W. Pinheiro, George D. C. Cavalcanti
2016	B	`conf`	A prediction classifier architecture to forecast device status on smart environments. SMC Bruno S. C. M. Vilar, Cezar P. Schroeder, Cristina Wada, Rayanne H. Bezerra, Leonardo L. A. Heitzmann, Rafael Simionato, George D. C. Cavalcanti
2016	J	`jnl`	An approach using support vector regression for mobile location in cellular networks. Comput. Networks Robson D. A. Timoteo, Lizandro N. Silva, Daniel C. Cunha, George D. C. Cavalcanti
2016	B	`conf`	Class-dependent feature selection algorithm for text categorization. IJCNN Rogerio C. P. Fragoso, Roberto H. W. Pinheiro, George D. C. Cavalcanti
2016	J	`jnl`	Class-wise feature extraction technique for multimodal data. Neurocomputing Elias Rodrigues da Silva Júnior, George D. C. Cavalcanti, Tsang Ing Ren
2016	J	`jnl`	Combining diversity measures for ensemble pruning. Pattern Recognit. Lett. George D. C. Cavalcanti, Luiz S. Oliveira, Thiago J. M. Moura, Guilherme V. Carvalho
2016	B	`conf`	Facial expression Recognition based on Motion Estimation. IJCNN Hemir da Cunha Santiago, Tsang Ing Ren, George D. C. Cavalcanti
2016	J	`jnl`	Meta-learning recommendation of default size of classifier pool for META-DES. Neurocomputing Anandarup Roy, Rafael M. O. Cruz, Robert Sabourin, George D. C. Cavalcanti
2016	B	`conf`	Meta-regression based pool size prediction scheme for dynamic selection of classifiers. ICPR Anandarup Roy, Rafael M. O. Cruz, Robert Sabourin, George D. C. Cavalcanti
2016	—	`conf`	Pixel Clustering for Face Recognition. BRACIS Tiago Buarque Assunção de Carvalho, Maria A. A. Sibaldo, Ing Ren Tsang, George D. C. Cavalcanti, Ing Jyh Tsang, Jan Sijbers
2016	Misc	`conf`	Type-2 fuzzy GMM for text-independent speaker verification under unseen noise conditions. ICASSP Hector N. B. Pinheiro, Sergio R. F. Vieira, Tsang Ing Ren, George D. C. Cavalcanti, Paulo S. G. de Mattos Neto
2015	J	`jnl`	A DEEP analysis of the META-DES framework for dynamic selection of ensemble of classifiers. CoRR Rafael M. O. Cruz, Robert Sabourin, George D. C. Cavalcanti
2015	B	`conf`	A bootstrap-based iterative selection for ensemble generation. IJCNN Dayvid V. R. Oliveira, Thyago N. Porpino, George D. C. Cavalcanti, Tsang Ing Ren
2015	J	`jnl`	Data-driven global-ranking local feature selection methods for text categorization. Expert Syst. Appl. Roberto H. W. Pinheiro, George D. C. Cavalcanti, Tsang Ing Ren
2015	B	`conf`	Efficient 2×2 block-based connected components labeling algorithms. ICIP Diêgo J. C. Santiago, Tsang Ing Ren, George D. C. Cavalcanti, Ing Jyh Tsang
2015	B	`conf`	Evolutionary Adaptive Self-Generating Prototypes for imbalanced datasets. IJCNN Dayvid V. R. Oliveira, George D. C. Cavalcanti, Tsang Ing Ren, Ricardo M. A. Silva
2015	B	`conf`	META-DES.H: A Dynamic Ensemble Selection technique using meta-learning and a dynamic weighting approach. IJCNN Rafael M. O. Cruz, Robert Sabourin, George D. C. Cavalcanti
2015	J	`jnl`	META-DES: A dynamic ensemble selection framework using meta-learning. Pattern Recognit. Rafael M. O. Cruz, Robert Sabourin, George D. C. Cavalcanti, Tsang Ing Ren
2015	B	`conf`	Supervised fractional eigenfaces. ICIP Tiago Buarque Assunção de Carvalho, A. M. Costa, M. A. A. Sibaldo, Ing Ren Tsang, George D. C. Cavalcanti
2015	—	`conf`	Text Categorization Based on Dissimilarity Representation and Prototype Selection. BRACIS Roberto H. W. Pinheiro, George D. C. Cavalcanti, Tsang Ing Ren
2015	—	`conf`	Transducer State Prediction System for Smart Environment Intelligent Control. BRACIS Marcelo Bassani de Freitas, George D. C. Cavalcanti, Robert Sabourin
2014	B	`conf`	A modular neural network architecture that selects a different set of features per module. IJCNN Diogo da Silva Severo, Everson Verissimo, George D. C. Cavalcanti, Tsang Ing Ren
2014	—	`conf`	Analyzing Dynamic Ensemble Selection Techniques Using Dissimilarity Analysis. ANNPR Rafael M. O. Cruz, Robert Sabourin, George D. C. Cavalcanti
2014	B	`conf`	Choosing instance selection method using meta-learning. SMC Shayane de Oliveira Moura, Marcelo Bassani de Freitas, Halisson Alberdan Cavalcanti Cardoso, George D. C. Cavalcanti
2014	—	`conf`	Conveyor Belt X-ray CT Using Domain Constrained Discrete Tomography. SIBGRAPI Luis Filipe Alves Pereira, Andrei Dabravolski, Tsang Ing Ren, George D. C. Cavalcanti, Jan Sijbers
2014	J	`jnl`	Enhanced real-time head pose estimation system for mobile device. Integr. Comput. Aided Eng. Euclides N. Arcoverde Neto, Rafael M. Duarte, Rafael M. Barreto, João Paulo Magalhães, Carlos A. C. M. Bastos, Tsang Ing Ren, George D. C. Cavalcanti
2014	B	`conf`	Fractional Eigenfaces. ICIP Tiago Buarque Assunção de Carvalho, M. A. A. Sibaldo, Ing Ren Tsang, George D. C. Cavalcanti, Ing Jyh Tsang, Jan Sijbers
2014	J	`jnl`	Hybrid intelligent system for air quality forecasting using phase adjustment. Eng. Appl. Artif. Intell. Paulo S. G. de Mattos Neto, Francisco Madeiro, Tiago A. E. Ferreira, George D. C. Cavalcanti
2014	B	`conf`	On Meta-learning for Dynamic Ensemble Selection. ICPR Rafael M. O. Cruz, Robert Sabourin, George D. C. Cavalcanti
2014	J	`jnl`	Semi-supervised clustering for MR brain image segmentation. Expert Syst. Appl. Nara M. Portela, George D. C. Cavalcanti, Tsang Ing Ren
2014	B	`conf`	Type-2 Fuzzy GMMs for Robust Text-Independent Speaker Verification in Noisy Environments. ICPR Hector N. B. Pinheiro, Tsang Ing Ren, George D. C. Cavalcanti, Ing-Jyh Tsang, Jan Sijbers
2013	B	`conf`	A Combined Features Approach for Speaker Segmentation Using BIC and Artificial Neural Networks. SMC Leonardo Valeriano Neri, Tsang Ing Ren, George D. C. Cavalcanti, Ing Jyh Tsang, Jan Sijbers
2013	J	`jnl`	ATISA: Adaptive Threshold-based Instance Selection Algorithm. Expert Syst. Appl. George D. C. Cavalcanti, Tsang Ing Ren, Cesar Lima Pereira
2013	J	`jnl`	Assessing sentence scoring techniques for extractive text summarization. Expert Syst. Appl. Rafael Ferreira, Luciano de Souza Cabral, Rafael Dueire Lins, Gabriel Pereira e Silva, Fred Freitas, George D. C. Cavalcanti, Rinaldo Lima, Steven J. Simske, Luciano Favaro
2013	J	`jnl`	AutoAssociative Pyramidal Neural Network for one class pattern classification with implicit feature extraction. Expert Syst. Appl. Bruno J. T. Fernandes, George D. C. Cavalcanti, Tsang Ing Ren
2013	B	`conf`	Contextual Image Segmentation Based on the Potts Model. ICTAI Nara M. Portela, George D. C. Cavalcanti, Tsang Ing Ren
2013	B	`conf`	Diversity in task decomposition: A strategy for combining mixtures of experts. IJCNN Everson Verissimo, Diogo da Silva Severo, George D. C. Cavalcanti, Tsang Ing Ren
2013	Misc	`conf`	Fast block-based algorithms for connected components labeling. ICASSP Diêgo J. C. Santiago, Tsang Ing Ren, George D. C. Cavalcanti, Ing Jyh Tsang
2013	J	`jnl`	Feature representation selection based on Classifier Projection Space and Oracle analysis. Expert Syst. Appl. Rafael M. O. Cruz, George D. C. Cavalcanti, Ing Ren Tsang, Robert Sabourin
2013	B	`conf`	Hybrid Feature Selection and Weighting Method Based on Binary Particle Swarm Optimization. ICTAI Diogo da Silva Severo, Everson Verissimo, George D. C. Cavalcanti, Tsang Ing Ren
2013	J	`jnl`	Lateral Inhibition Pyramidal Neural Network for Image Classification. IEEE Trans. Cybern. Bruno José Torres Fernandes, George D. C. Cavalcanti, Tsang Ing Ren
2013	B	`conf`	Metaclasses and zoning for handwritten document recognition. IJCNN V. Macário, G. F. P. Silva, Milena R. P. Souza, Cleber Zanchettin, George D. C. Cavalcanti
2013	B	`conf`	Motion Compensation Techniques in Permutation-Based Video Encryption. SMC Caio C. Sabino, Laís S. Andrade, Tsang Ing Ren, George D. C. Cavalcanti, Ing Jyh Tsang, Jan Sijbers
2013	B	`conf`	Pedestrian Detection under Progressive Occlusion. SMC Silvio G. O. Santos, Tsang Ing Ren, George D. C. Cavalcanti, Ing Jyh Tsang, Jan Sijbers
2013	B	`conf`	Type-2 Fuzzy GMM-UBM for Text-Independent Speaker Verification. SMC Hector N. B. Pinheiro, Tsang Ing Ren, George D. C. Cavalcanti, Ing Jyh Tsang, Jan Sijbers
2013	J	`jnl`	Weighted Modular Image Principal Component Analysis for face recognition. Expert Syst. Appl. George D. C. Cavalcanti, Tsang Ing Ren, José Francisco Pereira
2012	B	`conf`	A Dimensionality Reduction Approach for Modular Neural Networks. ICTAI Everson Verissimo, Diogo da Silva Severo, George D. C. Cavalcanti, Tsang Ing Ren
2012	C	`conf`	A Hybrid GMM Speaker Verification System for Mobile Devices in Variable Environments. IDEAL Tsang Ing Ren, George D. C. Cavalcanti, Dimas Gabriel, Hector N. B. Pinheiro
2012	C	`conf`	A Neural Network Based Approach for GPCR Protein Prediction Using Pattern Discovery. IDEAL Tsang Ing Ren, George D. C. Cavalcanti, Francisco Nascimento Junior, Gabriela Espadas
2012	B	`conf`	A fingerprint spoof detection based on MLP and SVM. IJCNN 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
2012	J	`jnl`	A global-ranking local feature selection method for text categorization. Expert Syst. Appl. Roberto H. W. Pinheiro, George D. C. Cavalcanti, Renato Fernandes Corrêa, Tsang Ing Ren
2012	B	`conf`	A modular architecture based on image quality for fingerprint spoof detection. SMC 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
2012	B	`conf`	An Unsupervised Segmentation Method for Retinal Vessel Using Combined Filters. ICTAI Wendeson S. Oliveira, Tsang Ing Ren, George D. C. Cavalcanti
2012	B	`conf`	Application of the IPSONet in face detection. IJCNN Elliackin M. N. Figueiredo, Rafael G. Mesquita, Teresa Bernarda Ludermir, George D. C. Cavalcanti
2012	B	`conf`	Class-Dependent Locality Preserving Projections for Multimodal Scenarios. ICTAI Elias Rodrigues da Silva Júnior, George D. C. Cavalcanti, Tsang Ing Ren
2012	B	`conf`	Combined AdaBoost and gradientfaces for face detection under illumination problems. SMC Ing Ren Tsang, João Paulo Magalhães, George D. C. Cavalcanti
2012	B	`conf`	Competence Enhancement for Nearest Neighbor Classification Rule by Ranking-Based Instance Selection. ICTAI Cristiano de Santana Pereira, George D. C. Cavalcanti
2012	B	`conf`	Data Complexity Measures and Nearest Neighbor Classifiers: A Practical Analysis for Meta-learning. ICTAI George D. C. Cavalcanti, Tsang Ing Ren, Breno A. Vale
2012	C	`conf`	Face Detection under Illumination Variance Using Combined AdaBoost and Gradientfaces. IDEAL João Paulo Magalhães, Tsang Ing Ren, George D. C. Cavalcanti
2012	B	`conf`	Image Fusion Combining Frequency Domain Techniques Based on Focus. ICTAI Hugo R. Albuquerque, Tsang Ing Ren, George D. C. Cavalcanti
2012	B	`conf`	Improved Self-Generating Prototypes Algorithm for Imbalanced Datasets. ICTAI Dayvid V. R. Oliveira, Guilherme R. Magalhaes, George D. C. Cavalcanti, Tsang Ing Ren
2012	C	`conf`	Iris Segmentation and Recognition Using 2D Log-Gabor Filters. IDEAL Carlos A. C. M. Bastos, Tsang Ing Ren, George D. C. Cavalcanti
2012	B	`conf`	L2-Norm metric learning applied to unconstrained face pair-matching. ICIP Rafael M. Barreto, Tsang Ing Ren, George D. C. Cavalcanti
2012	B	`conf`	MLPBoost: A combined AdaBoost / multi-layer perceptron network approach for face detection. SMC George D. C. Cavalcanti, João Paulo Magalhães, Rafael M. Barreto, Ing Ren Tsang
2012	B	`conf`	Model Representation for Facial Expression Recognition Based on Shape and Texture. ICTAI Adriana Cruz de Gois, Victor Oliveira Antonino, Tsang Ing Ren, George D. C. Cavalcanti
2012	B	`conf`	Neighborhood coding for image representation and neighborhood operations. SMC Tiago Buarque Assunção de Carvalho, M. A. A. Sibaldo, Denise Jaeger Tenório, Ing Ren Tsang, George D. C. Cavalcanti, Ing Jyh Tsang
2012	B	`conf`	Pupil segmentation using Pulling & Pushing and BSOM neural network. SMC Carlos A. C. M. Bastos, Ing Ren Tsang, Gabriel S. Vasconcelos, George D. C. Cavalcanti
2012	C	`conf`	Real-Time Head Pose Estimation for Mobile Devices. IDEAL Euclides N. Arcoverde Neto, Rafael M. Barreto, Rafael M. Duarte, João Paulo Magalhães, Carlos A. C. M. Bastos, Tsang Ing Ren, George D. C. Cavalcanti
2012	B	`conf`	Recognition of partially occluded face using Gradientface and Local Binary Patterns. SMC George D. C. Cavalcanti, Ing Ren Tsang, Josivan R. Reis
2012	B	`conf`	Retinal vessel segmentation using Average of Synthetic Exact Filters and Hessian matrix. ICIP Wendeson S. Oliveira, Tsang Ing Ren, George D. C. Cavalcanti
2012	B	`conf`	Speaker verification using type-2 Fuzzy Gaussian Mixture Models. SMC Ing Ren Tsang, Dimas Gabriel, Hector N. B. Pinheiro, George D. C. Cavalcanti
2012	B	`conf`	Video colortoning. SMC Ing Ren Tsang, Diogo C. Lemos, Dario S. M. Pinheiro, George D. C. Cavalcanti, Ing Jyh Tsang
2011	B	`conf`	A method for dynamic ensemble selection based on a filter and an adaptive distance to improve the quality of the regions of competence. IJCNN Rafael M. O. Cruz, George D. C. Cavalcanti, Ing Ren Tsang
2011	Misc	`conf`	A robust feature extraction algorithm based on class-Modular Image Principal Component Analysis for face verification. ICASSP José Francisco Pereira, Rafael M. Barreto, George D. C. Cavalcanti, Ing Ren Tsang
2011	B	`conf`	A simulation environment for volatility analysis of developed and in development markets. IJCNN Paulo S. G. de Mattos Neto, Tiago A. E. Ferreira, George D. C. Cavalcanti
2011	B	`conf`	A weighted image reconstruction based on PCA for pedestrian detection. IJCNN Guilherme V. Carvalho, Lailson B. Moraes, George D. C. Cavalcanti, Ing Ren Tsang
2011	B	`conf`	Autoassociative Pyramidal Neural Network for face verification. IJCNN Bruno J. T. Fernandes, George D. C. Cavalcanti, Tsang Ing Ren
2011	B	`conf`	BSOM network for pupil segmentation. IJCNN Gabriel S. Vasconcelos, Carlos A. C. M. Bastos, Ing Ren Tsang, George D. C. Cavalcanti
2011	—	`conf`	Document image retrieval with morphology-based segmentation and features combination. DRR Tiago C. Bockholt, George D. C. Cavalcanti, Carlos A. B. Mello
2011	B	`conf`	Fuzzy Active Contour Models. FUZZ-IEEE Cesar Lima Pereira, Carlos A. C. M. Bastos, Ing Ren Tsang, George D. C. Cavalcanti
2011	B	`conf`	GA-PAT-KNN: Framework for time series forecasting. IJCNN Armando A. Gonçalves, Igor Alencar, Ing Ren Tsang, George D. C. Cavalcanti
2011	B	`conf`	Handwritten connected digits detection: An approach using instance selection. ICIP Cristiano de Santana Pereira, George D. C. Cavalcanti
2011	B	`conf`	Instance selection algorithm based on a Ranking Procedure. IJCNN Cristiano de Santana Pereira, George D. C. Cavalcanti
2011	B	`conf`	Lag selection for time series forecasting using Particle Swarm Optimization. IJCNN Gustavo H. T. Ribeiro, Paulo S. G. de Mattos Neto, George D. C. Cavalcanti, Ing Ren Tsang
2011	—	`conf`	Multiple Line Skew Estimation of Handwritten Images of Documents Based on a Visual Perception Approach. CAIP (2) Carlos A. B. Mello, Ángel Sánchez, George D. C. Cavalcanti
2010	—	`conf`	A New Heterogeneous Dissimilarity Measure for Data Classification. ICTAI (2) Cesar Lima Pereira, George D. C. Cavalcanti, Ing Ren Tsang
2010	Misc	`conf`	A combined Pulling & pushing and Active Contour method for pupil segmentation. ICASSP Carlos A. C. M. Bastos, Ing Ren Tsang, George D. C. Cavalcanti
2010	B	`conf`	A graph-based friend recommendation system using Genetic Algorithm. IEEE Congress on Evolutionary Computation Nitai B. Silva, Ing Ren Tsang, George D. C. Cavalcanti, Ing-Jyh Tsang
2010	B	`conf`	A nonexclusive task decomposition method for modular neural networks. IJCNN Victor Medeiros Outtes Alves, George D. C. Cavalcanti
2010	B	`conf`	An ensemble classifier for offline cursive character recognition using multiple feature extraction techniques. IJCNN Rafael M. O. Cruz, George D. C. Cavalcanti, Ing Ren Tsang
2010	B	`conf`	An intelligent perturbative approach for the time series forecasting problem. IJCNN Paulo S. G. de Mattos Neto, Aranildo R. Lima, Tiago A. E. Ferreira, George D. C. Cavalcanti
2010	—	`conf`	Analysis of 2D log-Gabor Filters to Encode Iris Patterns. ICTAI (2) Carlos A. C. M. Bastos, Ing Ren Tsang, George D. C. Cavalcanti
2010	B	`conf`	Does the affinity matrix influence the performance of the Locality Preserving Projection algorithm? SMC Elias Rodrigues da Silva Júnior, George D. C. Cavalcanti, Ing Ren Tsang
2010	J	`jnl`	Fast and robust skew estimation of scanned documents through background area information. Pattern Recognit. Lett. Angélica A. Mascaro, George D. C. Cavalcanti, Carlos A. B. Mello
2010	B	`conf`	Improving financial time series prediction using exogenous series and neural networks committees. IJCNN Manoel C. Amorim Neto, Gustavo Tavares, Victor Medeiros Outtes Alves, George D. C. Cavalcanti, Ing Ren Tsang
2010	—	`conf`	Off-line Signature Verification: An Approach Based on Combining Distances and One-class Classifiers. ICTAI (1) Milena R. P. Souza, George D. C. Cavalcanti, Ing Ren Tsang
2009	B	`conf`	A receptive field based approach for face detection. IJCNN Bruno J. T. Fernandes, George D. C. Cavalcanti, Ing Ren Tsang
2009	B	`conf`	Financial time series prediction using exogenous series and combined neural networks. IJCNN Manoel C. Amorim Neto, George D. C. Cavalcanti, Ing Ren Tsang
2009	B	`conf`	Hybrid intelligent system clonart applied to face recognition. IJCNN Jose Lima Alexandrino, George D. C. Cavalcanti, Edson Costa de Barros Carvalho Filho
2009	B	`conf`	Modular Image Principal Component Analysis for face recognition. IJCNN José Francisco Pereira, George D. C. Cavalcanti, Ing Ren Tsang
2009	A	`conf`	Prototype Selection for Handwritten Connected Digits Classification. ICDAR Cristiano de Santana Pereira, George D. C. Cavalcanti
2009	A	`conf`	Text Line Segmentation Based on Morphology and Histogram Projection. ICDAR Rodolfo P. dos Santos, Gabriela S. Clemente, Ing Ren Tsang, George D. C. Cavalcanti
2009	B	`conf`	Tree Architecture Pattern Distributor: a task decomposition classification approach. IJCNN Victor Medeiros Outtes Alves, George D. C. Cavalcanti
2008	—	`conf`	A Pyramidal Neural Network Based on Nonclassical Receptive Field Inhibition. ICTAI (1) Bruno J. T. Fernandes, George D. C. Cavalcanti
2008	C	`conf`	A SVM for GPCR Protein Prediction Using Pattern Discovery. HIS Francisco Nascimento Junior, Ing Ren Tsang, George D. C. Cavalcanti
2008	B	`conf`	An Artificial Neural Network approach for user class-dependent off-line sentence segmentation. IJCNN Cesar A. M. Carvalho, George D. C. Cavalcanti
2008	C	`conf`	Classification and Segmentation of Visual Patterns Based on Receptive and Inhibitory Fields. HIS Bruno J. T. Fernandes, George D. C. Cavalcanti, Ing Ren Tsang
2008	—	`conf`	Combining Distances through an Auto-Encoder Network to Verify Signatures. SBRN Milena R. P. Souza, Leandro R. Almeida, George D. C. Cavalcanti
2008	B	`conf`	Combining global optimization algorithms with a simple adaptive distance for feature selection and weighting. IJCNN Adelia C. A. Barros, George D. C. Cavalcanti
2008	—	`conf`	Estimating the Skew Angle of Scanned Document through Background Area Information. SIBGRAPI Angélica A. Mascaro, George D. C. Cavalcanti
2008	B	`conf`	Prototype selection: Combining self-generating prototypes and Gaussian mixtures for pattern classification. IJCNN Cristiano de Santana Pereira, George D. C. Cavalcanti
2007	A	`conf`	An Approach to Improve Accuracy Rate of On-line Signature Verification Systems of Different Sizes. ICDAR R. Araujo, George D. C. Cavalcanti, Edson C. B. Carvalho Filho
2007	B	`conf`	An approach to feature selection for keystroke dynamics systems based on PSO and feature weighting. IEEE Congress on Evolutionary Computation Gabriel L. F. B. G. Azevedo, George D. C. Cavalcanti, Edson C. B. Carvalho Filho
2007	B	`conf`	Analysis of mammogram using self-organizing neural networks based on spatial isomorphism. IJCNN Aida Araujo Ferreira, Francisco Nascimento Jr., Ing Ren Tsang, George D. C. Cavalcanti, Teresa Bernarda Ludermir, Ronaldo Ribeiro Barbosa de Aquino
2007	B	`conf`	Hybrid Solution for the Feature Selection in Personal Identification Problems through Keystroke Dynamics. IJCNN Gabriel L. F. B. G. Azevedo, George D. C. Cavalcanti, Edson C. B. Carvalho Filho
2006	B	`conf`	A Heuristic Binarization Algorithm for Documents with Complex Background. ICIP George D. C. Cavalcanti, Eduardo F. A. Silva, Cleber Zanchettin, Byron L. D. Bezerra, Rodrigo C. Doria, Juliano C. B. Rabelo
2006	B	`conf`	A neural architecture to identify courtesy amount delimiters. IJCNN Cleber Zanchettin, George D. C. Cavalcanti, Rodrigo C. Doria, Eduardo F. A. Silva, Juliano C. B. Rabelo, Byron L. D. Bezerra
2003	C	`conf`	Combining Few Neural Networks for Effective Secondary Structure Prediction. BIBE Katia S. Guimarães, Jeane C. B. Melo, George D. C. Cavalcanti
2003	—	`conf`	Eigenbands fusion for frontal face recognition. ICIP (1) George D. C. Cavalcanti, Edson C. B. Carvalho Filho
2003	B	`conf`	PCA feature extraction for protein structure prediction. IJCNN Jeane C. B. Melo, George D. C. Cavalcanti, Katia S. Guimarães
2003	—	`conf`	Protein secondary structure prediction with ICA feature extraction. NNSP Jeane C. B. Melo, George D. C. Cavalcanti, Katia S. Guimarães
2002	—	`conf`	An architecture for document management. ICIP (3) George D. C. Cavalcanti, Edson C. B. Carvalho Filho
2002	—	`conf`	Feature selection for off-line recognition of different size signatures. NNSP George D. C. Cavalcanti, Rodrigo C. Doria, Edson Costa de Barros Carvalho Filho