2023
ARAUJO, GUILHERME JOSÉ FERREIRA DE; GOMES, A. S.
2023
ARAUJO, GUILHERME JOSÉ FERREIRA DE; GOMES, A. S.
2023
ARAUJO, GUILHERME JOSÉ FERREIRA DE; GOMES, A. S.
2023
ARAUJO, GUILHERME JOSÉ FERREIRA DE; GOMES, A. S.
2023
ARAUJO, GUILHERME JOSÉ FERREIRA DE; GOMES, A. S.

Publicações

2026

Review of transformers applied to wind turbine data: Exploring the potential of transformers in revolutionizing wind turbine data analysis

ALVES BISPO JUNIOR, DJAYR; JOSÉ DE PETRIBÚ BRENNAND, LEONARDO; SILVA BARBOSA, JEFFERSON; CRISTÓFANI, FABRÍCIO; ING REN, TSANG; DE NOVAES PIRES LEITE, GUSTAVO; OCHOA VILLA, ALVARO ANTONIO; ARAÚJO DA COSTA, ALEXANDRE CARLOS; DE CASTRO VILELA, OLGA; DA CUNHA CAVALCANTI, GEORGE DARMITON; ARRUDA MICHIMA, PAULA SUEMY; LÓPEZ DROGUETT, ENRIQUE; DE ANDRADE LIMA, FÁBIO HENRIQUE
RENEWABLE & SUSTAINABLE ENERGY REVIEWS
2026

An Unsupervised entropy-complexity Framework for Real-Time Concept Drift Detection

BARBOSA, KEILA; FRERY, ALEJANDRO C.; AQUINO, ANDRÉ; Cavalcanti, George D. C.
IEEE Access
2025

Imbalanced regression pipeline recommendation

AVELINO, JUSCIMARA G.; Cavalcanti, George D. C.; Cruz, Rafael M. O.
MACHINE LEARNING
2025

PIPES: A Meta-dataset of Machine Learning Pipelines

MAIA, CYNTHIA MOREIRA; DE AMORIM, LUCAS B. V.; Cavalcanti, George D. C.; Cruz, Rafael M. O.
[IJCNN] 2025 International Joint Conference on Neural Networks (IJCNN)
2025

Univariate vs multivariate prediction for containerised applications auto-scaling: a comparative study

SANTOS, WELLISON R.M.; SAMPAIO JR., ADALBERTO R.; ROSA, NELSON S.; George D. C. Cavalcanti
Symposium on Applied Computing
2025

HSFN: Hierarchical Selection for Fake News Detection building Heterogeneous Ensemble

COUTINHO, SARA B.; Cruz, Rafael M. O.; NASCIMENTO, FRANCIMARIA R. S.; Cavalcanti, George D. C.
[SMC] 2025 IEEE International Conference on Systems, Man, and Cybernetics (SMC)
2025

Multi-View Autoencoders for Fake News Detection

PEREIRA, INGRYD V. S. T.; Cavalcanti, George D. C.; Cruz, Rafael M. O.
2025 IEEE Symposium on Computational Intelligence in Natural Language Processing and Social Media (CINLPSoMe)
2025

Contrastive Dissimilarity for Writer Identification: a proof of concept

PIGNELLI, FABIO; TEIXEIRA, LUCAS O.; BERTOLINI, DIEGO; NANNI, LORIS; Cavalcanti, George D. C.; COSTA, YANDRE M. G.
[IWSSIP] 2025 32nd International Conference on Systems, Signals and Image Processing (IWSSIP)
2025

Detecção de Fake News em Português: Análise Comparativa entre Métodos de Representação em Português, Inglês e Multilíngues

VIEIRA, CAMILA BARBOSA; SOUZA, JOSÉ VINICIUS S.; George D. C. Cavalcanti
Brazilian Workshop on Social Network Analysis and Mining (BraSNAM)
2025

Improving Open Set Recognition with Dissimilarity-Based Metric Learning

TEIXEIRA, LUCAS O.; Diego Bertolini; Luiz E. S. Oliveira; George D. C. Cavalcanti; Yandre Costa
KNOWLEDGE-BASED SYSTEMS
2025

Imbalanced malware classification: an approach based on dynamic classifier selection

SOUZA, JOSÉ VINICIUS S.; VIEIRA, CAMILA BARBOSA; Cavalcanti, George D. C.; Cruz, Rafael M. O.
2025 IEEE Symposium on Computational Intelligence in Security, Defence and Biometrics Companion (CISDB Companion)
2025

Triplet dissimilarity: a texture classification approach using dissimilarity and siamese networks

TEIXEIRA, LUCAS O.; Diego Bertolini; Luiz E. S. Oliveira; George D. C. Cavalcanti; Yandre Costa
SOFT COMPUTING
2025

MetaML: a multi-label meta-learning approach for pipeline recommendation

MAIA, CYNTHIA MOREIRA; DE AMORIM, LUCAS B. V.; Cavalcanti, George D. C.; Cruz, Rafael M. O.
MACHINE LEARNING
2025

Triplet dissimilarity: improving dissimilarity approaches through metric learning

TEIXEIRA, LUCAS O.; Diego Bertolini; Luiz E. S. Oliveira; George D. C. Cavalcanti; Yandre Costa
PROCEDIA COMPUTER SCIENCE
2025

DRES: Fake news detection by dynamic representation and ensemble selection

FARHANGIAN, FARAMARZ; ENSINA, LEANDRO AUGUSTO; CAVALCANTI, GEORGE D C; M. O. CRUZ, RAFAEL
Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing
2024

Recent advances in applications of machine learning in reward crowdfunding success forecasting

Cavalcanti, George D. C.; MENDES-DA-SILVA, WESLEY; DOS SANTOS FELIPE, ISRAEL JOSÉ; SANTOS, LEONARDO A.
NEURAL COMPUTING & APPLICATIONS
2024

Meta-Scaler: A Meta-Learning Framework for the Selection of Scaling Techniques

DE AMORIM, LUCAS B. V.; Cavalcanti, George D. C.; Cruz, Rafael M. O.
IEEE Transactions on Neural Networks and Learning Systems
2024

Microservices performance forecast using dynamic Multiple Predictor Systems

SANTOS, WELLISON R.M.; SAMPAIO JR., ADALBERTO R.; ROSA, NELSON S.; CAVALCANTI, GEORGE D.C.
ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE
2024

Gender bias detection on hate speech classification: an analysis at feature-level

NASCIMENTO, FRANCIMARIA R. S.; Cavalcanti, George D. C.; COSTA-ABREU, MARJORY DA
NEURAL COMPUTING & APPLICATIONS
2024

Analysis of signals from air conditioner compressors with ordinal patterns and machine learning

BARBOSA, KEILA; FRERY, ALEJANDRO C; CAVALCANTI, GEORGE DC
Journal of Low Frequency Noise, Vibration and Active Control
2024

Combining Pruning Strategies to Generate Efficient Inpainting Networks

RODRIGUES, WALBER M.; WALMSLEY, FELIPE N.; QUINTINO, JONYSBERG P.; PINHO, HELDER S.; CAVALCANTI, GEORGE D.C.
[IJCNN] 2024 International Joint Conference on Neural Networks (IJCNN)
2024

Contrastive dissimilarity: optimizing performance on imbalanced and limited data sets

TEIXEIRA, LUCAS O.; BERTOLINI, DIEGO; OLIVEIRA, LUIZ S.; Cavalcanti, George D. C.; COSTA, YANDRE M. G.
NEURAL COMPUTING & APPLICATIONS
2024

Resampling strategies for imbalanced regression: a survey and empirical analysis

AVELINO, JUSCIMARA G.; Cavalcanti, George D. C.; Cruz, Rafael M. O.
ARTIFICIAL INTELLIGENCE REVIEW (DORDRECHT. ONLINE)
2024

Music Genre Classification Using Contrastive Dissimilarity

COSTANZI, GABRIEL HENRIQUE; TEIXEIRA, LUCAS O.; FELIPE, GUSTAVO Z.; Cavalcanti, George D. C.; COSTA, YANDRE M. G.
[IWSSIP] 2024 31st International Conference on Systems, Signals and Image Processing (IWSSIP)
2023

A Post-Selection Algorithm for Improving Dynamic Ensemble Selection Methods

CORDEIRO, PAULO R.G.; CAVALCANTI, GEORGE D.C.; CRUZ, RAFAEL M.O.
[SMC] 2023 IEEE International Conference on Systems, Man, and Cybernetics (SMC)
2023

Dynamic ensemble algorithm post-selection using Hardness-aware Oracle

CORDEIRO, PAULO R. G.; Cavalcanti, George D. C.; Cruz, Rafael M. O.
IEEE Access
2023

Fake news detection: Taxonomy and comparative study

FARHANGIAN, FARAMARZ; CRUZ, RAFAEL M.O.; CAVALCANTI, GEORGE D.C.
Information Fusion
2023

Avaliação de técnicas de balanceamento na classificação de aceitabilidade de carros

Lucas Ferreira-Paiva; Allan Mattos; Juscimara Avelino; George D. C. Cavalcanti
[ENIAC] Encontro Nacional de Inteligência Artificial e Computacional (ENIAC)
2023

Security Relevant Methods of Android?s API Classification: A Machine Learning Empirical Evaluation

RODRIGUES, WALBER M.; WALMSLEY, FELIPE N.; Cavalcanti, George D. C.; Cruz, Rafael M. O.
IEEE TRANSACTIONS ON COMPUTERS
2023

Exploring Automatic Hate Speech Detection on Social Media: A Focus on Content-Based Analysis

NASCIMENTO, FRANCIMARIA R. S.; Cavalcanti, George D. C.; DA COSTA-ABREU, MÁRJORY
SAGE OPEN
2023

A dynamic multiple classifier system using graph neural network for high dimensional overlapped data

SOUZA, MARIANA A.; Sabourin, Robert; CAVALCANTI, GEORGE D.C.; CRUZ, RAFAEL M.O.
Information Fusion
2023

Subconcept perturbation-based classifier for within-class multimodal data

Cavalcanti, George D. C.; SOARES, RODOLFO J. O.; ARAÚJO, EDSON L.
NEURAL COMPUTING & APPLICATIONS
2023

A hybrid system based on ensemble learning to model residuals for time series forecasting

SANTOS JÚNIOR, DOMINGOS S. DE O.; DE MATTOS NETO, PAULO S.G.; DE OLIVEIRA, JOÃO F.L.; CAVALCANTI, GEORGE D.C.
INFORMATION SCIENCES
2023

Fault distance estimation for transmission lines with dynamic regressor selection

ENSINA, LEANDRO A.; OLIVEIRA, LUIZ E. S. DE; Cruz, Rafael M. O.; Cavalcanti, George D. C.
NEURAL COMPUTING & APPLICATIONS
2022

Selecting and combining complementary feature representations and classifiers for hate speech detection

CRUZ, RAFAEL M.O.; DE SOUSA, WOSHINGTON V.; CAVALCANTI, GEORGE D.C.
Online Social Networks and Media
2022

Unintended bias evaluation: An analysis of hate speech detection and gender bias mitigation on social media using ensemble learning

NASCIMENTO, FRANCIMARIA R.S.; CAVALCANTI, GEORGE D.C.; DA COSTA-ABREU, MÁRJORY
EXPERT SYSTEMS WITH APPLICATIONS
2022

Cancer Identification in Enteric Nervous System Preclinical Images Using Handcrafted and Automatic Learned Features

FELIPE, GUSTAVO Z.; TEIXEIRA, LUCAS O.; PEREIRA, RODOLFO M.; ZANONI, JACQUELINE N.; SOUZA, SARA R. G.; NANNI, LORIS; Cavalcanti, George D. C.; COSTA, YANDRE M. G.
NEURAL PROCESSING LETTERS
2022

Local overlap reduction procedure for dynamic ensemble selection

SOUZA, MARIANA A.; Sabourin, Robert; Cavalcanti, George D. C.; Cruz, Rafael M. O.
[IJCNN] 2022 International Joint Conference on Neural Networks (IJCNN)
2022

Reward Crowdfunding Success Forecasting: An Empirical Evaluation of Machine Learning Algorithms

Wesley Mendes-Da-Silva; Israel José dos Santos Felipe; George D. C. Cavalcanti; Leonardo Alves dos Santos
EnAnpad
2022

The choice of scaling technique matters for classification performance

DE AMORIM, LUCAS B.V.; CAVALCANTI, GEORGE D.C.; CRUZ, RAFAEL M.O.
APPLIED SOFT COMPUTING
2022

Label noise detection under the noise at random model with ensemble filters

Kecia G. Moura; Ricardo B. C. Prudêncio; George D. C. Cavalcanti
Intelligent Data Analysis
2022

Ensemble of Convolutional Neural Networks for Sparse-View Cone-Beam Computed Tomography

JUNIOR, CARLOS A. ALVES; PEREIRA, LUIS F. ALVES; Cavalcanti, George D. C.; REN, TSANG ING
[IJCNN] 2022 International Joint Conference on Neural Networks (IJCNN)
2022

Hybrid systems using residual modeling for sea surface temperature forecasting

Paulo S. G. Mattos Neto; George D. C. Cavalcanti; Domingos S. O. Santos Junior; Eraylson G. Silva
Scientific Reports
2022

OLP++: An online local classifier for high dimensional data

SOUZA, MARIANA A.; Sabourin, Robert; CAVALCANTI, GEORGE D.C.; CRUZ, RAFAEL M.O.
Information Fusion
2022

COVID-19 Detection on Chest X-ray and CT Scan: A Review of the Top-100 Most Cited Papers

COSTA, YANDRE M. G.; SILVA, SERGIO A.; TEIXEIRA, LUCAS O.; PEREIRA, RODOLFO M.; BERTOLINI, DIEGO; BRITTO, ALCEU S.; OLIVEIRA, LUIZ S.; Cavalcanti, George D. C.
SENSORS
2021

Dynamic selection and combination of one-class classifiers for multi-class classification

FRAGOSO, ROGÉRIO C.P.; CAVALCANTI, GEORGE D.C.; PINHEIRO, ROBERTO H.W.; OLIVEIRA, LUIZ S.
KNOWLEDGE-BASED SYSTEMS
2021

The Gated Recurrent Conditional Generative Adversarial Network (GRC-GAN): application to denoising of low-dose CT images

DE ALMEIDA, MATEUS BALTAZAR; ALVES PEREIRA, LUIS F.; REN, TSANG ING; Cavalcanti, George D. C.; SIJBERS, JAN
[SIBGRAPI] 2021 34th SIBGRAPI Conference on Graphics, Patterns and Images (SIBGRAPI)
2021

An investigation into the effects of label noise on Dynamic Selection algorithms

WALMSLEY, FELIPE N.; CAVALCANTI, GEORGE D.C.; Sabourin, Robert; CRUZ, RAFAEL M.O.
Information Fusion
2021

Variational DNN embeddings for text-independent speaker verification

PINHEIRO, HECTOR N.B.; REN, TSANG ING; ADAMI, ANDRÉ G.; CAVALCANTI, GEORGE D.C.
PATTERN RECOGNITION LETTERS
2021

MINE: A framework for dynamic regressor selection

MOURA, THIAGO J.M.; CAVALCANTI, GEORGE D.C.; OLIVEIRA, LUIZ S.
INFORMATION SCIENCES
2021

On the Evaluation of Competence Measures for Time Series Forecasting

MOURA, THIAGO J. M.; Cavalcanti, George D. C.; OLIVEIRA, LUIZ S.
[SMC] 2021 IEEE International Conference on Systems, Man, and Cybernetics (SMC)
2021

Grave artifacts in Image Inpainting: Investigating the causes and untangling the factors

RODRIGUES, WALBER M.; WALMSLEY, FELIPE N.; CAVALCANTI, GEORGE D.C.; QUINTINO, JONYSBERG P.; PINHO, HELDER S.
IEEE Access
2021

A Dynamic Predictor Selection Method Based on Recent Temporal Windows for Time Series Forecasting

SILVA, ERAYLSON G.; DE MATTOS NETO, PAULO S. G.; Cavalcanti, George D. C.
IEEE Access
2021

Impact of Lung Segmentation on the Diagnosis and Explanation of COVID-19 in Chest X-ray Images

TEIXEIRA, LUCAS O.; PEREIRA, RODOLFO M.; BERTOLINI, DIEGO; OLIVEIRA, LUIZ S.; NANNI, LORIS; Cavalcanti, George D. C.; COSTA, YANDRE M. G.
SENSORS
2020

Perturbation-based classifier

ARAÚJO, EDSON L.; Cavalcanti, George D. C.; REN, TSANG ING
SOFT COMPUTING
2020

DESlib: A Dynamic ensemble selection library in Python

Rafael M. O. Cruz; Luiz G. Hafemann; Robert Sabourin; George D. C. Cavalcanti
JOURNAL OF MACHINE LEARNING RESEARCH
2020

Layers Sequence Optimizing for Deep Neural Networks using Multiples Objectives

NETO, GIUSEPPE; MIRANDA, PERICLES B.C.; CAVALCANTI, GEORGE D.C.; SI, TAPAS; CORDEIRO, FILIPE; CASTRO, MAYARA
[CEC] 2020 IEEE Congress on Evolutionary Computation (CEC)
2020

A temporal-window framework for modelling and forecasting time series

DE MATTOS NETO, PAULO S.G.; CAVALCANTI, GEORGE D.C.; FIRMINO, PAULO R.A.; SILVA, ERAYLSON G.; VILA NOVA FILHO, SÉRGIO R.P.
KNOWLEDGE-BASED SYSTEMS
2020

The dissimilarity approach: a review

COSTA, YANDRE M. G.; BERTOLINI, DIEGO; BRITTO, ALCEU S.; Cavalcanti, George D. C.; OLIVEIRA, LUIZ E. S.
ARTIFICIAL INTELLIGENCE REVIEW
2020

On the evaluation of dynamic selection parameters for time series forecasting

SILVA, ERAYLSON. G.; Cavalcanti, George D. C.; DE OLIVEIRA, JOAO FAUSTO L.; DE MATTOS NETO, PAULO S. G.
[IJCNN] 2020 International Joint Conference on Neural Networks (IJCNN)
2020

On the Selection of the Competence Measure for Dynamic Regressor Selection

MOURA, THIAGO J. M.; Cavalcanti, George D. C.; OLIVEIRA, LUIZ S.
[SMC] 2020 IEEE International Conference on Systems, Man, and Cybernetics (SMC)
2020

Ranking-based Instance Selection for Pattern Classification

CAVALCANTI, GEORGE D.C.; SOARES, RODOLFO J.O.
EXPERT SYSTEMS WITH APPLICATIONS
2020

Multi-label learning for dynamic model type recommendation

SOUZA, MARIANA A.; Sabourin, Robert; Cavalcanti, George D. C.; Cruz, Rafael M. O.
[IJCNN] 2020 International Joint Conference on Neural Networks (IJCNN)
2020

A two-level sampling strategy for pruning methods applied to credit scoring

FILHO, LUIZ VIEIRA E SILVA; CAVALCANTI, GEORGE DC
[SMC] 2020 IEEE International Conference on Systems, Man, and Cybernetics (SMC)
2019

Detecting Anomalies in the Engine Coolant Sensor Using One-Class Classifiers

DA SILVA NETO, ERONIDES F.; FEITOSA, ALLAN R. S.; Cavalcanti, George D. C.; SILVA-FILHO, ABEL G.
2019 IEEE 90th Vehicular Technology Conference (VTC2019Fall)
2019

Representation Learning and Dissimilarity for Writer Identification

HELAL, LUCAS G.; BERTOLINI, DIEGO; COSTA, YANDRE M. G.; Cavalcanti, George D. C.; BRITTO, ALCEU S.; OLIVEIRA, LUIZ E. S.
[IWSSIP] 2019 International Conference on Systems, Signals and Image Processing (IWSSIP)
2019

Evaluating Competence Measures for Dynamic Regressor Selection

MOURA, THIAGO J. M.; Cavalcanti, George D. C.; OLIVEIRA, LUIZ S.
[IJCNN] 2019 International Joint Conference on Neural Networks (IJCNN)
2019

Combining binary classifiers in different dichotomy spaces for text categorization

PINHEIRO, ROBERTO H.W.; CAVALCANTI, GEORGE D.C.; REN, TSANG ING
APPLIED SOFT COMPUTING
2019

On evaluating the online local pool generation method for imbalance learning

SOUZA, MARIANA A.; Cavalcanti, George D. C.; Cruz, Rafael M. O.; Sabourin, Robert
[IJCNN] 2019 International Joint Conference on Neural Networks (IJCNN)
2019

Data-driven Feature Selection Methods for Text Classification: an Empirical Evaluation

Rogerio Fragoso; Roberto H. W. Pinheiro; George D. C. Cavalcanti
JOURNAL OF UNIVERSAL COMPUTER SCIENCE
2018

Prototype selection for dynamic classifier and ensemble selection

Cruz, Rafael M. O.; Sabourin, Robert; Cavalcanti, George D. C.
NEURAL COMPUTING & APPLICATIONS
2018

K-Nearest Oracles Borderline Dynamic Classifier Ensemble Selection

OLIVEIRA, DAYVID V. R.; Cavalcanti, George D. C.; PORPINO, THYAGO N.; Cruz, Rafael M. O.; Sabourin, Robert
[IJCNN] 2018 International Joint Conference on Neural Networks (IJCNN)
2018

FIRE-DES++: Enhanced Online Pruning of Base Classifiers for Dynamic Ensemble Selection

CRUZ, RAFAEL M.O.; OLIVEIRA, DAYVID V.R.; CAVALCANTI, GEORGE D.C.; Sabourin, Robert
PATTERN RECOGNITION
2018

Combining sentence similarities measures to identify paraphrases

FERREIRA, RAFAEL; CAVALCANTI, GEORGE D.C.; FREITAS, FRED; LINS, RAFAEL DUEIRE; SIMSKE, STEVEN J.; RISS, MARCELO
COMPUTER SPEECH AND LANGUAGE
2018

Ensemble Methods for Label Noise Detection Under the Noisy at Random Model

GOMES DE MOURA, KECIA; BASTOS CAVALCANTE PRUDENCIO, RICARDO; DARMITON DA CUNHA CAVALCANTI, GEORGE
[BRACIS] 2018 7th Brazilian Conference on Intelligent Systems (BRACIS)
2018

On dynamic ensemble selection and data preprocessing for multi-class imbalance learning

Cruz, Rafael M. O.; SOUZA, MARIANA A.; Sabourin, Robert; Cavalcanti, George D. C.
INTERNATIONAL JOURNAL OF PATTERN RECOGNITION AND ARTIFICIAL INTELLIGENCE
2018

A Study on combining Dynamic Selection and Data Preprocessing for Imbalance Learning

ROY, ANANDARUP; CRUZ, RAFAEL M.O.; Sabourin, Robert; CAVALCANTI, GEORGE D.C.
NEUROCOMPUTING
2018

An Ensemble Generation Method Based on Instance Hardness

WALMSLEY, FELIPE N.; Cavalcanti, George D. C.; OLIVEIRA, DAYVID V. R.; Cruz, Rafael M. O.; Sabourin, Robert
[IJCNN] 2018 International Joint Conference on Neural Networks (IJCNN)
2018

An empirical analysis of Combined Dissimilarity Spaces

LAPENDA, LETICIA V. N.; PINHEIRO, ROBERTO H. W.; Cavalcanti, George D. C.
[IJCNN] 2018 International Joint Conference on Neural Networks (IJCNN)
2018

Online Local Pool Generation for Dynamic Classifier Selection

SOUZA, MARIANA A.; CAVALCANTI, GEORGE D.C.; CRUZ, RAFAEL M.O.; Sabourin, Robert
PATTERN RECOGNITION
2018

On dynamic ensemble selection and data preprocessing for multi-class imbalance learning

Rafael M. O. Cruz; Robert Sabourin; George D. C. Cavalcanti
International Conference on Pattern Recognition and Artificial Intelligence (ICPRAI)
2018

Improving the accuracy of intelligent forecasting models using the Perturbation Theory

SILVA, ERAYLSON. G.; DE O. JUUNIOR, DOMINGOS S.; Cavalcanti, George D. C.; DE MATTOS NETO, PAULO S. G.
[IJCNN] 2018 International Joint Conference on Neural Networks (IJCNN)
2017

Analyzing different prototype selection techniques for dynamic classifier and ensemble selection

Cruz, Rafael M. O.; Sabourin, Robert; Cavalcanti, George D. C.
[IJCNN] 2017 International Joint Conference on Neural Networks (IJCNN)
2017

META-DES.Oracle: Meta-learning and feature selection for dynamic ensemble selection

CRUZ, RAFAEL M.O.; Sabourin, Robert; CAVALCANTI, GEORGE D.C.
Information Fusion (Print)
2017

A perturbative approach for enhancing the performance of time series forecasting

DE MATTOS NETO, PAULO S.G.; FERREIRA, TIAGO A.E.; LIMA, ARANILDO R.; VASCONCELOS, GERMANO C.; CAVALCANTI, GEORGE D.C.
Neural Networks
2017

Speaker segmentation using i-vector in meetings domain

NERI, LEONARDO V.; Pinheiro, Hector N. B.; REN, TSANG ING; DA C. CAVALCANTI, GEORGE D.; ADAMI, ANDRE G.
[ICASSP] ICASSP 2017 2017 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)
2017

Nonlinear Combination Method of Forecasters applied to PM Time Series

Paulo S. G. Mattos Neto; George D. C. Cavalcanti; Francisco Madeiro Bernardino Júnior
PATTERN RECOGNITION LETTERS
2017

Combining dissimilarity spaces for text categorization

PINHEIRO, ROBERTO H.W.; CAVALCANTI, GEORGE D.C.; REN, TSANG ING
INFORMATION SCIENCES
2017

Optimizing speaker-specific filter banks for speaker verification

Pinheiro, Hector N. B.; NETO, FERNANDO M. P.; OLIVEIRA, ADRIANO L. I.; REN, TSANG ING; Cavalcanti, George D. C.; ADAMI, ANDRE G.
[ICASSP] ICASSP 2017 2017 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)
2017

Principal Component Analysis for Supervised Learning: a minimum classification error approach

Tiago B A Carvalho; Maria A. A. Sibaldo; Tsang Ing Ren; George D. C. Cavalcanti
Journal of Information and Data Management - JIDM
2017

A Hybrid Machine Learning Approach for Mobile User Positioning in Cellular Networks

TIMOTEO, ROBSON D.A.; CUNHA, DANIEL C.; SILVA, LIZANDRO N.; George D. C. Cavalcanti
[SBrT] Simpósio Brasileiro de Telecomunicações e Processamento de Sinais
2017

Dynamic classifier selection: recent advances and perspectives

CRUZ, RAFAEL M.O.; Sabourin, Robert; CAVALCANTI, GEORGE D.C.
Information Fusion
2017

Dynamic ensemble selection VS K-NN: Why and when dynamic selection obtains higher classification performance?

Cruz, Rafael M. O.; ZAKANE, HIBA H.; Sabourin, Robert; Cavalcanti, George D. C.
[IPTA] 2017 Seventh International Conference on Image Processing Theory, Tools and Applications (IPTA)
2017

Bias effect on predicting market trends with EMD

CARNELOSSI FURLANETO, DENNIS; OLIVEIRA, LUIZ S.; MENOTTI, DAVID; CAVALCANTI, GEORGE D.C.
EXPERT SYSTEMS WITH APPLICATIONS
2017

On the characterization of the Oracle for dynamic classifier selection

SOUZA, MARIANA A.; Cavalcanti, George D. C.; Cruz, Rafael M. O.; Sabourin, Robert
[IJCNN] 2017 International Joint Conference on Neural Networks (IJCNN)
2017

IntensityPatches and RegionPatches for Image Recognition

DE CARVALHO, TIAGO B.A.; SIBALDO, MARIA A.A.; TSANG, ING REN; CAVALCANTI, GEORGE D.C.; SIJBERS, JAN; TSANG, ING JYH
APPLIED SOFT COMPUTING
2017

Online Pruning of Base Classifiers for Dynamic Ensemble Selection

OLIVEIRA, DAYVID V.R.; CAVALCANTI, GEORGE D.C.; Sabourin, Robert
PATTERN RECOGNITION
2017

Inline discrete tomography system: Application to agricultural product inspection

ALVES PEREIRA, LUIS F.; JANSSENS, ELINE; CAVALCANTI, GEORGE D.C.; TSANG, ING REN; VAN DAEL, MATTIAS; VERBOVEN, PIETER; NICOLAI, BART; SIJBERS, JAN
COMPUTERS AND ELECTRONICS IN AGRICULTURE
2016

Combinando Classificadores Binários no Espaço de Dissimilaridade para Categorização de Documentos

Roberto H. W. Pinheiro; George D. C. Cavalcanti; Tsang Ing Ren
[ENIAC] Encontro Nacional de Inteligência Artificial e Computacional (ENIAC)
2016

Minimum Classication Error Principal Component Analysis

Tiago B A Carvalho; Maria A. A. Sibaldo; Tsang Ing Ren; George D. C. Cavalcanti
[KDMILE] Symposium on Knowledge Discovery, Mining and Learning (KDMiLe)
2016

A prediction classifier architecture to forecast device status on smart environments

VILAR, BRUNO S. C. M.; SCHROEDER, CEZAR P.; WADA, CRISTINA; BEZERRA, RAYANNE H.; HEITZMANN, LEONARDO L. A.; SIMIONATO, RAFAEL; Cavalcanti, George D. C.
[SMC] 2016 IEEE International Conference on Systems, Man, and Cybernetics (SMC)
2016

Type-2 fuzzy GMM for text-independent speaker verification under unseen noise conditions

Pinheiro, Hector N. B.; VIEIRA, SERGIO R. F.; REN, TSANG ING; Cavalcanti, George D. C.; DE MATTOS NETO, PAULO S. G.
[ICASSP] 2016 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)
2016

A Method for Automatic Determination of the Feature Vector Size for Text Categorization

FRAGOSO, ROGERIO C.P.; PINHEIRO, ROBERTO H.W.; CAVALCANTI, GEORGE D.C.
[BRACIS] 2016 5th Brazilian Conference on Intelligent Systems (BRACIS)
2016

Facial expression Recognition based on Motion Estimation

DA CUNHA SANTIAGO, HEMIR; REN, TSANG ING; CAVALCANTI, GEORGE D.C.
[IJCNN] 2016 International Joint Conference on Neural Networks (IJCNN)
2016

Class-wise feature extraction technique for multimodal data

SILVA, ELIAS R.; CAVALCANTI, GEORGE D.C.; REN, TSANG ING
Neurocomputing (Amsterdam)
2016

Class-dependent feature selection algorithm for text categorization

FRAGOSO, ROGERIO C. P.; PINHEIRO, ROBERTO H. W.; Cavalcanti, George D. C.
[IJCNN] 2016 International Joint Conference on Neural Networks (IJCNN)
2016

Fast X-ray Computed Tomography via Image Completion

Luis F. A. Pereira; Eline Janssens; Mattias Van Dael; Pieter Verboven; Bart Nicolai; George D. C. Cavalcanti; Tsang Ing Ren; Jan Sijbers
Conference on Industrial Computed Tomography (iCT)
2016

Unsupervised Retinal Vessel Segmentation Using Combined Filters

OLIVEIRA, WENDESON S.; TEIXEIRA, JOYCE VITOR; REN, TSANG ING; Cavalcanti, George D. C.; SIJBERS, JAN
Plos One
2016

Pixel Clustering for Face Recognition

CARVALHO, TIAGO B.A. DE; SIBALDO, MARIA A.A.; TSANG, ING REN; CAVALCANTI, GEORGE D.C.; TSANG, ING JYH; SIJBERS, JAN
[BRACIS] 2016 5th Brazilian Conference on Intelligent Systems (BRACIS)
2016

Meta-regression based pool size prediction scheme for dynamic selection of classifiers

ROY, ANANDARUP; CRUZ, RAFAEL M.O.; Sabourin, Robert; Cavalcanti, George D. C.
[ICPR] 2016 23rd International Conference on Pattern Recognition (ICPR)
2016

Combining Diversity Measures for Ensemble Pruning

CAVALCANTI, GEORGE D.C.; OLIVEIRA, LUIZ S.; MOURA, THIAGO J.M.; CARVALHO, GUILHERME V.
Pattern Recognition Letters
2016

An approach using support vector regression for mobile location in cellular networks

TIMOTEO, ROBSON D.A.; Lizandro N. Silva; Daniel C. Cunha; George D. C. Cavalcanti
Computer Networks (1999)
2016

Verificação de Locutores Independente de Texto: uma Análise de Robustez a Ruído

Hector N. B. Pinheiro; Tsang Ing Ren; George D. C. Cavalcanti
Concurso de Teses e Dissertações (CTD-CSBC)
2016

Meta-learning Recommendation of Default Size of Classifier Pool for META-DES

ROY, ANANDARUP; CRUZ, RAFAEL M.O.; Sabourin, Robert; CAVALCANTI, GEORGE D.C.
Neurocomputing (Amsterdam)
2015

META-DES.H: A Dynamic Ensemble Selection technique using meta-learning and a dynamic weighting approach

Cruz, Rafael M. O.; Sabourin, Robert; Cavalcanti, George D. C.
[IJCNN] 2015 International Joint Conference on Neural Networks (IJCNN)
2015

An approach to improve the performance of PM forecasters

Paulo S. G. Mattos Neto; George D. C. Cavalcanti; Francisco Madeiro Bernardino Júnior; Tiago A. E. Ferreira
Plos One
2015

Supervised fractional eigenfaces

DE CARVALHO, T. B. A.; COSTA, A. M.; SIBALDO, M. A. A.; TSANG, I. R.; Cavalcanti, G. D. C.
[ICIP] 2015 IEEE International Conference on Image Processing (ICIP)
2015

Data-driven global-ranking local feature selection methods for text categorization

PINHEIRO, ROBERTO H.W.; CAVALCANTI, GEORGE D.C.; REN, TSANG ING
Expert Systems with Applications
2015

A bootstrap-based iterative selection for ensemble generation

OLIVEIRA, DAYVID V. R.; PORPINO, THYAGO N.; Cavalcanti, George D. C.; REN, TSANG ING
[IJCNN] 2015 International Joint Conference on Neural Networks (IJCNN)
2015

Text Categorization Based on Dissimilarity Representation and Prototype Selection

PINHEIRO, ROBERTO H.W.; CAVALCANTI, GEORGE D.C.; REN, TSANG ING
[BRACIS] 2015 Brazilian Conference on Intelligent Systems (BRACIS)
2015

Evolutionary Adaptive Self-Generating Prototypes for imbalanced datasets

OLIVEIRA, DAYVID V. R.; Cavalcanti, George D. C.; REN, TSANG ING; SILVA, RICARDO M. A.
[IJCNN] 2015 International Joint Conference on Neural Networks (IJCNN)
2015

Efficient 2×2 block-based connected components labeling algorithms

SANTIAGO, DIEGO J. C.; REN, TSANG ING; Cavalcanti, George D. C.; JYH, TSANG ING
[ICIP] 2015 IEEE International Conference on Image Processing (ICIP)
2015

META-DES: A dynamic ensemble selection framework using meta-learning

CRUZ, RAFAEL M.O.; Sabourin, Robert; CAVALCANTI, GEORGE D.C.; ING REN, TSANG
PATTERN RECOGNITION
2015

Transducer State Prediction System for Smart Environment Intelligent Control

FREITAS, MARCELO BASSANI DE; CAVALCANTI, GEORGE D.C.; Sabourin, Robert
[BRACIS] 2015 Brazilian Conference on Intelligent Systems (BRACIS)
2014

Type-2 Fuzzy GMMs for Robust Text-Independent Speaker Verification in Noisy Environments

PINHEIRO, HECTOR N.B.; REN, TSANG ING; CAVALCANTI, GEORGE D.C.; JYH, TSANG ING; SIJBERS, JAN
[ICPR] 2014 22nd International Conference on Pattern Recognition (ICPR)
2014

Semi-supervised clustering for MR brain image segmentation

Nara M. Portela; George D. C. Cavalcanti; Tsang Ing Ren
Expert Systems with Applications
2014

Enhanced real-time head pose estimation system for mobile device

Euclides N. Arcoverde Neto; Rafael M. Duarte; Rafael M. Barreto; Magalhaes, Joao Paulo; Carlos A. C. M. Bastos; Tsang Ing Ren; George D. C. Cavalcanti
Integrated Computer-Aided Engineering
2014

On Meta-learning for Dynamic Ensemble Selection

CRUZ, RAFAEL M.O.; Sabourin, Robert; CAVALCANTI, GEORGE D.C.
[ICPR] 2014 22nd International Conference on Pattern Recognition (ICPR)
2014

A modular neural network architecture that selects a different set of features per module

SEVERO, DIOGO S.; VERISSIMO, EVERSON; Cavalcanti, George D. C.; REN, TSANG ING
[IJCNN] 2014 International Joint Conference on Neural Networks (IJCNN)
2014

Metodologia para Avaliar Técnicas de Redução de Protótipos: Protótipos Gerados versus Protótipos Selecionados

Luciano S. Pereira; George D. C. Cavalcanti
[ENIAC] Encontro Nacional de Inteligência Artificial e Computacional (ENIAC)
2014

Conveyor Belt X-ray CT Using Domain Constrained Discrete Tomography

PEREIRA, LUIS F. ALVES; DABRAVOLSKI, ANDREI; REN, TSANG ING; Cavalcanti, George D. C.; SIJBERS, JAN
[SIBGRAPI] 2014 27th SIBGRAPI Conference on Graphics, Patterns and Images (SIBGRAPI)
2014

Choosing instance selection method using meta-learning

DE OLIVEIRA MOURA, SHAYANE; DE FREITAS, MARCELO BASSANI; CARDOSO, HALISSON A. C.; Cavalcanti, George D. C.
[SMC] 2014 IEEE International Conference on Systems, Man and Cybernetics SMC
2014

Uma arquitetura para combinação de classificadores otimizada por métodos de poda com aplicação em credit scoring

Luiz Vieira e Silva Filho; George D. C. Cavalcanti
[ENIAC] Encontro Nacional de Inteligência Artificial e Computacional (ENIAC)
2014

Uma abordagem para a escolha do melhor método de seleção de instâncias usando meta-aprendizagem

Shayane O. Moura; Marcelo B. Freitas; Halisson A. C. Cardoso; George D. C. Cavalcanti
[ENIAC] Encontro Nacional de Inteligência Artificial e Computacional (ENIAC)
2014

On-line Cascade Boosted Classifier for Face Tracking

Thiago L. Prata; Tsang Ing Ren; George D. C. Cavalcanti
Workshop on Vision-based Human Activity Recognition (VBHAR) - Conference on Graphics, Patterns and Images (SIBGRAPI)
2014

A Hybrid Algorithm for Automatic Language Detection on Web and Text Documents

Luciano S. Cabral; Rinaldo Lima; Rafael D. Lins; Fred Freitas; Rafael Ferreira; Gabriel F. P. Silva; George D. C. Cavalcanti
IAPR International Workshop on Document Analysis Systems (DAS)
2014

Fractional Eigenfaces

DE CARVALHO, T. B. A.; SIBALDO, M. A. A.; TSANG, I. R.; Cavalcanti, G. D. C.; TSANG, I. J.; SIJBERS, J.
[ICIP] 2014 IEEE International Conference on Image Processing (ICIP)
2014

A Proposal for Path Loss Prediction in Urban Environments using Support Vector Regression

Robson Timoteo; Daniel C. Cunha; George D. C. Cavalcanti
[AICT] The Tenth Advanced International Conference on Telecommunications (AICT)
2014

Recommender System Based on Modularity

SIBALDO, MARIA A. A.; DE CARVALHO, TIAGO B. A.; REN, TSANG ING; CAVALCANTI, GEORGE
the 2014 Recommender Systems Challenge
2014

Constructive Autoassociative Neural Network for Facial Recognition

Bruno J. T. Fernandes; George D. C. Cavalcanti; Tsang Ing Ren
Plos One
2014

Hybrid intelligent system for air quality forecasting using phase adjustment

Paulo S. G. Mattos Neto; Francisco Madeiro Bernardino Júnior; Tiago A. E. Ferreira; George D. C. Cavalcanti
Engineering Applications of Artificial Intelligence
2013

Spatial surface coarseness analysis: technique for fingerprint spoof detection

Luis F. A. Pereira; CAVALCANTI, G.D.C.; Tsang Ing Ren; Hector N. B. Pinheiro
Electronics Letters
2013

Lateral Inhibition Pyramidal Neural Network for Image Classification

FERNANDES, BRUNO JOSE TORRES; Cavalcanti, George D. C.; REN, TSANG ING
IEEE T CYBERNETICS
2013

Pedestrian Detection under Progressive Occlusion

SANTOS, SILVIO G.O.; REN, TSANG ING; CAVALCANTI, GEORGE D.C.; JYH, TSANG ING; SIJBERS, JAN
[SMC] 2013 IEEE International Conference on Systems, Man and Cybernetics (SMC 2013)
2013

Fast block-based algorithms for connected components labeling

SANTIAGO, DIEGO J. C.; REN, TSANG ING; Cavalcanti, George D. C.; JYH, TSANG ING
[ICASSP] ICASSP 2013 2013 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)
2013

Diversity in task decomposition: A strategy for combining mixtures of experts

VERISSIMO, EVERSON; DA SILVA SEVERO, DIOGO; Cavalcanti, George D. C.; REN, TSANG ING
[IJCNN] 2013 International Joint Conference on Neural Networks (IJCNN 2013 Dallas)
2013

ATISA: Adaptive Threshold-based Instance Selection Algorithm

George D. C. Cavalcanti; Tsang Ing Ren; Cesar L. Pereira
Expert Systems with Applications
2013

Type-2 Fuzzy GMM-UBM for Text-Independent Speaker Verification

PINHEIRO, HECTOR N.B.; REN, TSANG ING; CAVALCANTI, GEORGE D.C.; JYH, TSANG ING; SIJBERS, JAN
[SMC] 2013 IEEE International Conference on Systems, Man and Cybernetics (SMC 2013)
2013

An ideal gas approach to classify countries using financial indices

Paulo Mattos Neto; George D. C. Cavalcanti; Francisco Madeiro Bernardino Júnior; Tiago A. E. Ferreira
Physica. A (Print)
2013

Hybrid Feature Selection and Weighting Method Based on Binary Particle Swarm Optimization

SEVERO, DIOGO S.; VERISSIMO, EVERSON; CAVALCANTI, GEORGE D.C.; REN, TSANG ING
[ICTAI] 2013 IEEE 25th International Conference on Tools with Artificial Intelligence (ICTAI)
2013

Feature representation selection based on Classifier Projection Space and Oracle analysis

Rafael M. O. Cruz; George D. C. Cavalcanti; Tsang Ing Ren; Robert Sabourin
Expert Systems with Applications
2013

Contextual Image Segmentation Based on the Potts Model

PORTELA, NARA M.; CAVALCANTI, GEORGE D.C.; REN, TSANG ING
[ICTAI] 2013 IEEE 25th International Conference on Tools with Artificial Intelligence (ICTAI)
2013

An Intelligent Agent to Classify Countries Based on Financial Indices

NETO, PAULO S.G. DE MATTOS; SOUZA, ROSILDA B.; CAVALCANTI, GEORGE D.C.; FERREIRA, TIAGO A.E.
2013 BRICS Congress on Computational Intelligence & 11th Brazilian Congress on Computational Intelligence (BRICSCCI & CBIC)
2013

AutoAssociative Pyramidal Neural Network for one class pattern classification with implicit feature extraction

FERNANDES, BRUNO J.T.; CAVALCANTI, GEORGE D.C.; Tsang Ing Ren
Expert Systems with Applications
2013

A Combined Features Approach for Speaker Segmentation Using BIC and Artificial Neural Networks

NERI, LEONARDO VALERIANO; REN, TSANG ING; CAVALCANTI, GEORGE D.C.; JYH, TSANG ING; SIJBERS, JAN
[SMC] 2013 IEEE International Conference on Systems, Man and Cybernetics (SMC 2013)
2013

Metaclasses and zoning for handwritten document recognition

MACARIO, V.; SILVA, G. F. P.; SOUZA, M. R. P.; ZANCHETTIN, C.; Cavalcanti, G. D. C.
[IJCNN] 2013 International Joint Conference on Neural Networks (IJCNN 2013 Dallas)
2013

Assessing Sentence Scoring Techniques for Extractive Text Summarization

Rafael Ferreira; Luciano S. Cabral; Rafael D. Lins; Gabriel F. P. Silva; Fred Freitas; George D. C. Cavalcanti; Rinaldo Lima; Steven J. Simske; Luciano Favaro
Expert Systems with Applications
2013

Weighted Modular Image Principal Component Analysis for face recognition

George D. C. Cavalcanti; Tsang Ing Ren; José F. Pereira
Expert Systems with Applications
2013

Motion Compensation Techniques in Permutation-Based Video Encryption

SABINO, CAIO C.; ANDRADE, LAIS S.; REN, TSANG ING; CAVALCANTI, GEORGE D.C.; JYH, TSANG ING; SIJBERS, JAN
[SMC] 2013 IEEE International Conference on Systems, Man and Cybernetics (SMC 2013)
2012

MLPBOOST: a combined adaboost/multi-layer perceptron network approach for face detection

George D. C. Cavalcanti; João P. Magalhães; Rafael M. Barreto; Tsang Ing Ren
[SMC] International Conference on Systems, Man, and Cybernetics (SMC)
2012

Image Fusion Combining Frequency Domain Techniques Based on Focus

Hugo R. Albuquerque; Tsang Ing Ren; CAVALCANTI, GEORGE D.C.
[ICTAI] 2012 IEEE 24th International Conference on Tools with Artificial Intelligence (ICTAI)
2012

Class-Dependent Locality Preserving Projections for Multimodal Scenarios

JR, ELIAS R. SILVA; CAVALCANTI, GEORGE D.C.; Tsang Ing Ren
[ICTAI] 2012 IEEE 24th International Conference on Tools with Artificial Intelligence (ICTAI)
2012

Retinal vessel segmentation using average of synthetic exact filters and hessian matrix

Wendeson S. Oliveira; Tsang Ing Ren; George D. C. Cavalcanti
[ICIP] International Conference on Image Processing (ICIP)
2012

Data Complexity Measures and Nearest Neighbor Classifiers: A Practical Analysis for Meta-learning

CAVALCANTI, GEORGE D.C.; Tsang Ing Ren; VALE, BRENO A.
[ICTAI] 2012 IEEE 24th International Conference on Tools with Artificial Intelligence (ICTAI)
2012

Competence Enhancement for Nearest Neighbor Classification Rule by Ranking-Based Instance Selection

Cristiano S. Pereira; CAVALCANTI, GEORGE D.C.
[ICTAI] 2012 IEEE 24th International Conference on Tools with Artificial Intelligence (ICTAI)
2012

Recognition of Partially Occluded Face Using Gradientface and Local Binary Patterns

George D. C. Cavalcanti; Josivan Reis; Tsang Ing Ren
[SMC] International Conference on Systems, Man, and Cybernetics (SMC)
2012

A Dimensionality Reduction Approach for Modular Neural Networks

Everson S. Veríssimo; Diogo S. Severo; CAVALCANTI, GEORGE D.C.; Tsang Ing Ren
[ICTAI] 2012 IEEE 24th International Conference on Tools with Artificial Intelligence (ICTAI)
2012

A fingerprint spoof detection based on MLP and SVM

Luis F. 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 N. de Oliveira
[IJCNN] International Joint Conference on Neural Networks (IJCNN)
2012

Speaker Verification Using Type-2 Fuzzy Gaussian Mixture Models

Tsang Ing Ren; Dimas Gabriel; Hector N. B. Pinheiro; George D. C. Cavalcanti
[SMC] International Conference on Systems, Man, and Cybernetics (SMC)
2012

Pupil segmentation using Pulling & Pushing and BSOM neural network

Carlos A. C. M. Bastos; Tsang Ing Ren; Gabriel S. Vasconcelos; George D. C. Cavalcanti
[SMC] International Conference on Systems, Man, and Cybernetics (SMC)
2012

Application of the IPSONet in Face Detection

Elliackin Figueiredo; Rafael Mesquita; Teresa B. Ludermir; George D. C. Cavalcanti
[IJCNN] International Joint Conference on Neural Networks (IJCNN)
2012

Model Representation for Facial Expression Recognition Based on Shape and Texture

GOIS, ADRIANA CRUZ DE; Victor O. Antonino; Tsang Ing Ren; CAVALCANTI, GEORGE D.C.
[ICTAI] 2012 IEEE 24th International Conference on Tools with Artificial Intelligence (ICTAI)
2012

A modular architecture based on image quality for fingerprint spoof detection

George D. C. Cavalcanti; Luis F. A. Pereira; Hector N. B. Pinheiro; Jose Ivson S. Silva; Anderson G. Silva; Thais M. L. Pina; Daniel Carvalho; Tsang Ing Ren
[SMC] International Conference on Systems, Man, and Cybernetics (SMC)
2012

Neighborhood coding for image representation and neighborhood operations

Tiago B A Carvalho; Maria A. A. Sibaldo; Denise J Tenório; Tsang Ing Ren; George D. C. Cavalcanti; Ing Jyh Tsang
[SMC] International Conference on Systems, Man, and Cybernetics (SMC)
2012

L2-norm metric learning applied to unconstrained face pair-matching

Rafael M. Barreto; Tsang Ing Ren; George D. C. Cavalcanti
[ICIP] International Conference on Image Processing (ICIP)
2012

A global-ranking local feature selection method for text categorization

Roberto H. W. Pinheiro; George D. C. Cavalcanti; Renato F. Corrêa; Tsang Ing Ren
Expert Systems with Applications
2012

Video colortoning

Tsang Ing Ren; Diogo Couceiro; Dario S. M. Pinheiro; George D. C. Cavalcanti; Ing Jyh Tsang
[SMC] International Conference on Systems, Man, and Cybernetics (SMC)
2012

Combined adaboost and gradientfaces for face detection under illumination problems

Tsang Ing Ren; João P. Magalhães; George D. C. Cavalcanti
[SMC] International Conference on Systems, Man, and Cybernetics (SMC)
2012

An Unsupervised Segmentation Method for Retinal Vessel Using Combined Filters

Wendeson S. Oliveira; Tsang Ing Ren; CAVALCANTI, GEORGE D.C.
[ICTAI] 2012 IEEE 24th International Conference on Tools with Artificial Intelligence (ICTAI)
2012

Improved Self-Generating Prototypes Algorithm for Imbalanced Datasets

OLIVEIRA, DAYVID V.R.; MAGALHAES, GUILHERME R.; CAVALCANTI, GEORGE D.C.; Tsang Ing Ren
[ICTAI] 2012 IEEE 24th International Conference on Tools with Artificial Intelligence (ICTAI)
2011

Document image retrieval with morphology-based segmentation and features combination

Tiago C. Bockholt; George D. C. Cavalcanti; Carlos A. B. Mello
[SPIE] Document Recognition and Retrieval Conference (DRR)
2011

Instance Selection Algorithm based on a Ranking Procedure

Cristiano S. Pereira; George D. C. Cavalcanti
[IJCNN] International Joint Conference on Neural Networks (IJCNN)
2011

Handwritten Connected Digits Detection: An Approach Using Instance Selection

Cristiano S. Pereira; George D. C. Cavalcanti
[ICIP] International Conference on Image Processing (ICIP)
2011

Stock Market Simulation for Volatility Analysis Inspired on Ideal Gas: an Intelligent Agent Approach

Paulo Mattos Neto; Aranildo Lima Junior; Tiago A. E. Ferreira; George D. C. Cavalcanti
Congresso Brasileiro de Inteligência Computacional (CBIC)
2011

A Simulation Environment for Volatility Analysis of Developed and in Development Markets

Paulo Mattos Neto; Tiago A. E. Ferreira; George D. C. Cavalcanti
[IJCNN] International Joint Conference on Neural Networks (IJCNN)
2011

GA-PAT-KNN: Framework for Time Series Forecasting

Armando G. S. Junior; Igor D. A. Lira; Tsang Ing Ren; George D. C. Cavalcanti
[IJCNN] International Joint Conference on Neural Networks (IJCNN)
2011

Market volatility modeling for short time window

Paulo Mattos Neto; David A. Silva; Tiago A. E. Ferreira; George D. C. Cavalcanti
Physica. A (Print)
2011

Autoassociative Pyramidal Neural Network for Face Verification

Bruno J. T. Fernandes; George D. C. Cavalcanti; Tsang Ing Ren
[IJCNN] International Joint Conference on Neural Networks (IJCNN)
2011

Multiple Line Skew Estimation of Handwritten Images of Documents Based on a Visual Perception Approach

Carlos A. B. Mello; Ángel Sanchez; George D. C. Cavalcanti
[CAIP] International Conference on Computer Analysis of Images and Patterns (CAIP)
2011

BSOM network for pupil segmentation

Gabriel S. Vasconcelos; Carlos A. C. M. Bastos; Tsang Ing Ren; George D. C. Cavalcanti
[IJCNN] International Joint Conference on Neural Networks (IJCNN)
2011

Fuzzy Active Contour Models

Cesar L. Pereira; Carlos A. C. M. Bastos; Tsang Ing Ren; George D. C. Cavalcanti
[FUZZIEEE] IEEE International Conference on Fuzzy Systems (FUZZIEEE)
2011

A 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; Tsang Ing Ren
[IJCNN] International Joint Conference on Neural Networks (IJCNN)
2011

Handwritten Character and Digit Recognition Using Ensemble of Classifiers

Rafael M. O. Cruz; George D. C. Cavalcanti; Tsang Ing Ren
SIBGRAPI 2011 - Workshop of Theses and Dissertations
2011

A robust feature extraction algorithm based on class-modular image principal component analysis for face verification

José F. Pereira; Rafael M. Barreto; George D. C. Cavalcanti; Tsang Ing Ren
[ICASSP] International Conference on Acoustics, Speech and Signal Processing (ICASSP)
2011

Lag Selection for Time Series Forecasting using Particle Swarm Optmization

Gustavo Tavares; Paulo Mattos Neto; George D. C. Cavalcanti; Tsang Ing Ren
[IJCNN] International Joint Conference on Neural Networks (IJCNN)
2010

Fast and robust skew estimation of scanned documents through background area information

Angélica A. Mascaro; George D. C. Cavalcanti; Carlos A. B. Mello
Pattern Recognition Letters
2010

Stock Price Forecasting Using Exogenous Time Series and Combined Neural Networks

Manoel C. Amorim Neto; Victor M. O. Alves; Gustavo Tavares; Lenildo Aragão Junior; George D. C. Cavalcanti; Tsang Ing Ren
International Conference on Computing in Economics and Finance
2010

Combinational Edit Distance for Local Word Recognition

Everson V. Silva; Tsang Ing Ren; George D. C. Cavalcanti
SIBGRAPI 2010 - Workshop of Undergraduate Work (WUW)
2010

A Combined Pulling & Pushing abd Active Contour Model for Pupil Segmentation

Carlos A. C. M. Bastos; Tsang Ing Ren; George D. C. Cavalcanti
[ICASSP] International Conference on Acoustics, Speech, and Signal Processing (ICASSP)
2010

A New Heterogeneous Dissimilarity Measure for Data Classification

Cesar L. Pereira; George D. C. Cavalcanti; Tsang Ing Ren
[ICTAI] International Conference on Tools with Artificial Intelligence (ICTAI)
2010

Handwritten Digit Recognition Using Multiple Feature Extraction Techniques and Classifier Ensemble

Rafael M. O. Cruz; George D. C. Cavalcanti; Tsang Ing Ren
[IWSSIP] International Conference on Systems, Signals and Image Processing (IWSSIP)
2010

Modular Image Principal Component Analysis for Handwritten Digits Recognition

José F. Pereira; Victor M. O. Alves; George D. C. Cavalcanti; Tsang Ing Ren
[IWSSIP] International Conference on Systems, Signals and Image Processing (IWSSIP)
2010

A Graph-Based Friend Recommendation System Using Genetic Algorithm

Nitai B. Silva; Tsang Ing Ren; George D. C. Cavalcanti; Ing Jyh Tsang
[CEC] International Congress on Evolutionary Computation (CEC)
2010

Analysis of 2D log-Gabor filters to encode iris patterns

Carlos A. C. M. Bastos; Tsang Ing Ren; George D. C. Cavalcanti
[ICTAI] International Conference on Tools with Artificial Intelligence (ICTAI)
2010

Detecção de Inclinação em Imagens de Documentos

Angélica A. Mascaro; George D. C. Cavalcanti; Carlos A. B. Mello
Revista de Informática Teórica e Aplicada (Impresso)
2010

A Nonexclusive Task Decomposition Method for Modular Neural Networks

Victor M. O. Alves; George D. C. Cavalcanti
[IJCNN] International Joint Conference on Neural Networks (IJCNN)
2010

Improving Financial Time Series Prediction Using Exogenous Series and Neural Networks Committees

Manoel C. Amorim Neto; Gustavo Tavares; Victor M. O. Alves; George D. C. Cavalcanti; Tsang Ing Ren
[IJCNN] International Joint Conference on Neural Networks (IJCNN)
2010

Detecção de Inclinação em Imagens de Documentos

Angélica A. Mascaro; Carlos A. B. Mello; George D. C. Cavalcanti
SIBGRAPI 2010 - Workshop of Theses and Dissertations
2010

Does the affinity matrix influence the performance of the Locality Preserving Projection algorithm?

Elias R. Silva Jr; George D. C. Cavalcanti; Tsang Ing Ren
[SMC] IEEE International Conference on Systems, Man, and Cybernetics (SMC)
2010

Segmentação de pupila baseando em Modelo iterativo "Pulling & Pushing" e Contornos Ativos

Carlos A. C. M. Bastos; George D. C. Cavalcanti; Tsang Ing Ren
SIBGRAPI 2010 - Workshop of Theses and Dissertations
2010

Neighborhood Coding for Bilevel Image Compression and Shape Recognition

Tiago B A Carvalho; Denise J Tenório; Tsang Ing Ren; George D. C. Cavalcanti; Ing Jyh Tsang
[ICASSP] International Conference on Acoustics, Speech, and Signal Processing (ICASSP)
2010

A weighted image reconstruction based on PCA for pedestrian detection

Guilherme V. Carvalho; Lailson B. Moraes; Tsang Ing Ren; George D. C. Cavalcanti
SIBGRAPI 2010 - Workshop of Undergraduate Work (WUW)
2010

An Ensemble Classifier For Offline Cursive Character Recognition Using Multiple Feature Extraction Techniques

Rafael M. O. Cruz; George D. C. Cavalcanti; Tsang Ing Ren
[IJCNN] International Joint Conference on Neural Networks (IJCNN)
2010

Codificação de Vizinhança para Compressão de Imagens e Reconhecimento de Forma

Tiago B A Carvalho; Denise J Tenório; George D. C. Cavalcanti; Tsang Ing Ren
SIBGRAPI 2010 - Workshop of Theses and Dissertations
2010

An Intelligent Perturbative Approach for the Time Series Forecasting Problem

Paulo Mattos Neto; Aranildo Lima Junior; Tiago A. E. Ferreira; George D. C. Cavalcanti
[IJCNN] International Joint Conference on Neural Networks (IJCNN)
2010

Lossless Binary Image Compression Using Neighborhood Coding

Denise J Tenório; Tiago B A Carvalho; George D. C. Cavalcanti; Tsang Ing Ren
SIBGRAPI 2010 - Workshop of Undergraduate Work (WUW)
2010

Off-line signature verification: an approach based on combining distances and one-class classifiers

Milena R. P. Souza; George D. C. Cavalcanti; Tsang Ing Ren
[ICTAI] International Conference on Tools with Artificial Intelligence (ICTAI)
2009

A Receptive and Inhibitory Field Based Approach for Image Processing

Bruno J. T. Fernandes; George D. C. Cavalcanti; Tsang Ing Ren
Workshop Franco-Brasileiro sobre Mineração de Dados
2009

Prototype Selection for Handwritten Connected Digits Classification

Cristiano S. Pereira; George D. C. Cavalcanti
[ICDAR] International Conference on Document Analysis and Recognition (ICDAR)
2009

Financial Time Series Prediction Using Exogenous Series and Combined Neural Networks

Manoel C. Amorim Neto; George D. C. Cavalcanti; Tsang Ing Ren
[IJCNN] International Joint Conference on Neural Networks (IJCNN)
2009

Análise de Técnicas de Extração de Características para o Reconhecimento de Dígitos Manuscritos

Rafael M. O. Cruz; George D. C. Cavalcanti; Tsang Ing Ren
SIBGRAPI 2009 - Workshop of Undergraduate Work
2009

Classification and Segmentation of Visual Patterns Based on Receptive and Inhibitory Fields

Bruno J. T. Fernandes; George D. C. Cavalcanti; Tsang Ing Ren
Neural Network World
2009

Hybrid Intelligent System Clonart applied to Face Recognition

José L. Alexandrino; George D. C. Cavalcanti; Edson C. B. Carvalho Filho
[IJCNN] International Joint Conference on Neural Networks
2009

Mammographic Images Segmentation using Texture Descriptors

Angélica A. Mascaro; Carlos A. B. Mello; Wellington P. Santos; George D. C. Cavalcanti
[EMBC] IEEE Engineering in Medicine and Biology Society (EMBC)
2009

Tree Architecture Pattern Distributor: A Task Decomposition Classification Approach

Victor M. O. Alves; George D. C. Cavalcanti
[IJCNN] International Joint Conference on Neural Networks
2009

Segmentação e Classificação de Padrões Visuais Baseadas em Campos Receptivos e Inibitórios

Bruno J. T. Fernandes; George D. C. Cavalcanti; Tsang Ing Ren
SIBGRAPI 2009 - Workshop of Theses and Dissertations
2009

A Receptive Field Basead Approach For Face Detection

Bruno J. T. Fernandes; George D. C. Cavalcanti; Tsang Ing Ren
[IJCNN] International Joint Conference on Neural Networks
2009

Text Line Segmentation Based on Morphology and Histogram Projection

Rodolfo P. Santos; Gabriela S. Clemente; Tsang Ing Ren; George D. C. Cavalcanti
[ICDAR] International Conference on Document Analysis and Recognition (ICDAR)
2009

Análise do PCA Assimétrico para Detecção de Objetos em Imagens

Lailson B. Moraes; George D. C. Cavalcanti; Tsang Ing Ren
SIBGRAPI 2009 - Workshop of Undergraduate Work
2009

Modular Image Principal Component Analysis for Face Recognition

José F. Pereira; George D. C. Cavalcanti; Tsang Ing Ren
[IJCNN] International Joint Conference on Neural Networks (IJCNN)
2008

Classification and Segmentation of Visual Patterns Based on Receptive and Inhibitory Fields

Bruno J. T. Fernandes; George D. C. Cavalcanti; Tsang Ing Ren
[HIS] International Conference on Hybrid Intelligent Systems (HIS)
2008

Feature Set Selection and Weighting for Legal Amount Recognition on Brazilian Bank Checks

Adélia C. A. Barros; George D. C. Cavalcanti
[ICFHR] International Conference on Frontiers in Handwriting Recognition (ICFHR)
2008

A Pyramidal Neural Network Based on Nonclassical Receptive Field Inhibition

Bruno J. T. Fernandes; George D. C. Cavalcanti
[ICTAI] International Conference on Tools with Artificial Intelligence ICTAI)
2008

Prototype Selection: Combining Self-generating and Gaussian Mixtures for Pattern Classification

Cristiano S. Pereira; George D. C. Cavalcanti
[IJCNN] International Joint Conference on Neural Networks (IJCNN)
2008

Feature Selection and Model Design through GA Applied to Handwritten Digit Recognition from Historical Document Images

Elias R. Silva Jr; Adriano L. I. Oliveira; Wellington P. Santos; Carlos A. B. Mello; Cleber Zanchettin; George D. C. Cavalcanti
[ICFHR] International Conference on Frontiers in Handwriting Recognition (ICFHR)
2008

An Artificial Neural Network Approach for User Class Dependent Off-line Sentence Segmentation

Cesar A. M. Carvalho; George D. C. Cavalcanti
[IJCNN] International Joint Conference on Neural Networks (IJCNN)
2008

Combining Global Optimization Algorithms with a Simple Adaptive Distance for Feature Selection and Weighting

Adélia C. A. Barros; George D. C. Cavalcanti
[WCCI] International Joint Conference on Neural Networks (IJCNN)
2008

A SVM for GPCR Protein Prediction Using Pattern Discovery

Francisco Nascimento Júnior; Tsang Ing Ren; George D. C. Cavalcanti
[HIS] International Conference on Hybrid Intelligent Systems (HIS)
2008

Using an artificial neural network approach for off-line sentence segmentation

Cesar A. M. Carvalho; George D. C. Cavalcanti
[ICFHR] International Conference on Frontiers in Handwriting Recognition (ICFHR)
2008

Combining distances through an auto-encoder network to verify signatures

Milena R. P. Souza; Leandro R. Almeida; George D. C. Cavalcanti
Brazilian Symposium of Neural Networks (SBRN)
2008

Estimating the skew angle of document through background area information

Angélica A. Mascaro; George D. C. Cavalcanti
[SIBGRAPI] Brazilian Symposium on Computer Graphics and Image Processing (SIBGRAPI)
2008

Detecting and treating invasion in the courtesy amount field on bank checks

Byron Bereza; George D. C. Cavalcanti; Cleber Zanchettin; Juliano Rebelo
[ICFHR] International Conference on Frontiers in Handwriting Recognition (ICFHR)
2007

An Approach to Improve Accuracy Rate of On-line Signature Verification Systems of Different Sizes

Rodrigo S. A. Araújo; George D. C. Cavalcanti; Edson C. B. Carvalho Filho
[ICDAR] International Conference on Document Analysis and Recognition (ICDAR)
2007

An approach to feature selection for keystroke dynamics systems based on PSO and feature weighting

Gabriel Azevedo; George D. C. Cavalcanti; Edson C. B. Carvalho Filho
[CEC] IEEE Congress on Evolutionary Computation (CEC)
2007

Hybrid Solution for the Feature Selection in Personal Identification Problems through Keystroke Dynamics

Gabriel Azevedo; George D. C. Cavalcanti; Edson C. B. Carvalho Filho
[IJCNN] International Joint Conference on Neural Network (IJCNN)
2007

Analysis of Mammogram using Self-organizing Neural Networks based on Spatial Isomorphism

Aida Ferreira; Francisco Nascimento Júnior; Tsang Ing Ren; George D. C. Cavalcanti; Teresa B. Ludermir; Ronaldo R. B. Aquino
[IJCNN] International Joint Conference on Neural Network (IJCNN)
2006

A Heuristic Binarization Algorithm for Documents with Complex Background

George D. C. Cavalcanti; Eduardo F A Silva; Cleber Zanchettin; Byron Bereza; Rodrigo C. Dória; Juliano Rebelo
[ICIP] International Conference on Image Processing (ICIP)
2006

Verificação On-line de Assinaturas de Tamanhos Diferentes

Rodrigo S. A. Araújo; George D. C. Cavalcanti; Edson C. B. Carvalho Filho
Congresso da Sociedade Brasileira de Computação - Seminário Integrado de Software e Hardware
2006

Improving the Courtesy Amount Recognition Accuracy Rate Through Delimiters Identification

Cleber Zanchettin; George D. C. Cavalcanti; Eduardo F A Silva; Byron Bereza; Rodrigo C. Dória; Juliano Rebelo
International Workshop on Frontiers in Handwriting Recognition (IWFHR)
2006

A Neural Architecture to Identify Courtesy Amount Delimiters

Cleber Zanchettin; George D. C. Cavalcanti; Rodrigo C. Dória; Eduardo F A Silva; Juliano Rebelo; Byron Bereza
[WCCI] International Joint Conference on Neural Networks (IJCNN)
2006

On-line Verification for Signatures of Different Sizes

Rodrigo S. A. Araújo; George D. C. Cavalcanti; Edson C. B. Carvalho Filho
International Workshop on Frontiers in Handwriting Recognition
2006

Influência do Tamanho das Assinaturas nos Sistemas de Verificação On-line

Rodrigo S. A. Araújo; George D. C. Cavalcanti; Edson C. B. Carvalho Filho
[CLEI] Conferencia Latinoamericana de Informática
2005

Um sistema de verificação de identidade pessoal através de dinâmica da digitação

George D. C. Cavalcanti; Eggo Pinheiro; Edson C. B. Carvalho Filho
Encontro Nacional de Inteligência Artificial
2005

Investigação de esquemas de combinação de classificadores para sistemas de reconhecimento de faces

Ítalo C. S. Belo; George D. C. Cavalcanti
Jornada de Iniciação Científica da FACEPE
2005

Investigação de esquemas de combinação de características para sistemas de reconhecimento de faces

Bruno S. Q. Lima; George D. C. Cavalcanti
Jornada de Iniciação Científica da FACEPE
2005

Investigação de Esquemas de Combinação de Características para Sistemas de Reconhecimento de Faces

Bruno S. Q. Lima; George D. C. Cavalcanti
[IV] Jornada de Iniciação Científica da FIR
2005

Análise de Classificadores e Extratores de Características Aplicados ao Reconhecimento de Faces

Ítalo C. S. Belo; George D. C. Cavalcanti
[IV] Jornada de Iniciação Científica da FIR
2005

Extração de características locais para sistemas de reconhecimento de faces

Bruno S. Q. Lima; Ítalo C. S. Belo; George D. C. Cavalcanti
Reunião Anual da SBPC
2004

Uma Plataforma Computacional para o Reconhecimento de Faces usando Abordagem Estatística

Ítalo C. S. Belo; George D. C. Cavalcanti
Jornada de Iniciação Científica da FACEPE
2004

Implementação de um Sistema Reconhecedor de Faces através da Análise de Componentes Principais

Ítalo C. S. Belo; George D. C. Cavalcanti
Jornada de Iniciação Científica da FIR
2004

Protein secondary structure prediction: efficient neural network and feature extraction approaches

Jeane C. B. Melo; George D. C. Cavalcanti; Katia S. Guimarães
Electronics Letters
2004

Extraindo Informações Locais para Sistemas Biométricos de Reconhecimento Facial

Bruno S. Q. Lima; Ítalo C. S. Belo; George D. C. Cavalcanti
Jornada de Iniciação Científica da FIR
2004

Auto-Associative Neural Networks and Eigenbands Fusion for Frontal Face Verification

George D. C. Cavalcanti; Cristiano S. Pereira; Edson C. B. Carvalho Filho
Brazilian Symposium on Artificial Neural Networks
2003

Um sistema multibiométrico para identificação pessoal usando características físicas e comportamentais

George D. C. Cavalcanti; Edson C. B. Carvalho Filho
[IV] IV Encontro Nacional de Inteligência Artificial
2003

Extração Automática de Características Faciais através de Detectores de Bordas

George D. C. Cavalcanti; Ítalo C. S. Belo; Juliana W. O. Rocha
Jornada de Iniciação Científica da FIR
2003

Reconhecimento de Caracteres Cursivos Usando Momentos Invariantes

Cristiano S. Pereira; George D. C. Cavalcanti
Jornada de Iniciação Científica da FIR
2003

Protein Secondary Structure Prediction With ICA Feature Extraction

Jeane C. B. Melo; George D. C. Cavalcanti; Katia S. Guimarães
International Workshop on Neural Networks for Signal Processing
2003

PCA Feature Extraction for Protein Structure Prediction

Jeane C. B. Melo; George D. C. Cavalcanti; Katia S. Guimarães
[IJCNN] 2003 International Joint Conference on Neural Networks
2003

Eigenbands Fusion for Face Recognition

George D. C. Cavalcanti; Edson C. B. Carvalho Filho
[ICIP] IEEE International Conference on Image Processing
2003

Uma Abordagem Híbrida Combinando Wavelet e PCA para o Reconhecimento de Faces

Tiago A. E. Ferreira; George D. C. Cavalcanti
Jornada de Iniciação Científica da FIR
2003

Combining few Neural Networks for Effective Secondary Structure Prediction

Katia S. Guimarães; Jeane C. B. Melo; George D. C. Cavalcanti
[BIBE] IEEE Symposium on Bioinformatics and Bioengineering (BIBE)
2002

Verificação off-line de assinaturas de tamanhos diferentes

George D. C. Cavalcanti; Rodrigo C. Dória; Paulo J. L. Adeodato; Edson C. B. Carvalho Filho
VII Brazilian Symposium on Neural Network
2002

Feature selection for off-line recognition of different size signatures

George D. C. Cavalcanti; Rodrigo C. Dória; Edson C. B. Carvalho Filho
International Workshop on Neural Networks for Signal Processing (NNSP)
2002

An Architecture for Document Management

George D. C. Cavalcanti; Edson C. B. Carvalho Filho
[ICIP] IEEE International Conference on Image Processing (ICIP)
2002

Simple and Efficient Secondary Structure Prediction

Katia S. Guimarães; Jeane C. B. Melo; George D. C. Cavalcanti
European Conference on Computational Biology 2002
1999

Neural network based automatic target processing and recognition

Germano C. Vasconcelos; Paulo J. L. Adeodato; Edson C. B. Carvalho Filho; Eduardo A. Sodré; George D. C. Cavalcanti
International Conference on Image Processing and its Applications
1998

SAPRI: Um sistema integrado baseado em redes neurais para o reconhecimento automático de alvos.

Eduardo A. Sodré; Germano C. Vasconcelos; George D. C. Cavalcanti; Paulo J. L. Adeodato
Simpósio Brasileiro de Redes Neurais

Publicações

2026

Review of transformers applied to wind turbine data: Exploring the potential of transformers in revolutionizing wind turbine data analysis

ALVES BISPO JUNIOR, DJAYR; JOSÉ DE PETRIBÚ BRENNAND, LEONARDO; SILVA BARBOSA, JEFFERSON; CRISTÓFANI, FABRÍCIO; ING REN, TSANG; DE NOVAES PIRES LEITE, GUSTAVO; OCHOA VILLA, ALVARO ANTONIO; ARAÚJO DA COSTA, ALEXANDRE CARLOS; DE CASTRO VILELA, OLGA; DA CUNHA CAVALCANTI, GEORGE DARMITON; ARRUDA MICHIMA, PAULA SUEMY; LÓPEZ DROGUETT, ENRIQUE; DE ANDRADE LIMA, FÁBIO HENRIQUE
RENEWABLE & SUSTAINABLE ENERGY REVIEWS
2026

An Unsupervised entropy-complexity Framework for Real-Time Concept Drift Detection

BARBOSA, KEILA; FRERY, ALEJANDRO C.; AQUINO, ANDRÉ; Cavalcanti, George D. C.
IEEE Access
2025

Imbalanced regression pipeline recommendation

AVELINO, JUSCIMARA G.; Cavalcanti, George D. C.; Cruz, Rafael M. O.
MACHINE LEARNING
2025

PIPES: A Meta-dataset of Machine Learning Pipelines

MAIA, CYNTHIA MOREIRA; DE AMORIM, LUCAS B. V.; Cavalcanti, George D. C.; Cruz, Rafael M. O.
[IJCNN] 2025 International Joint Conference on Neural Networks (IJCNN)
2025

Univariate vs multivariate prediction for containerised applications auto-scaling: a comparative study

SANTOS, WELLISON R.M.; SAMPAIO JR., ADALBERTO R.; ROSA, NELSON S.; George D. C. Cavalcanti
Symposium on Applied Computing
2025

HSFN: Hierarchical Selection for Fake News Detection building Heterogeneous Ensemble

COUTINHO, SARA B.; Cruz, Rafael M. O.; NASCIMENTO, FRANCIMARIA R. S.; Cavalcanti, George D. C.
[SMC] 2025 IEEE International Conference on Systems, Man, and Cybernetics (SMC)
2025

Multi-View Autoencoders for Fake News Detection

PEREIRA, INGRYD V. S. T.; Cavalcanti, George D. C.; Cruz, Rafael M. O.
2025 IEEE Symposium on Computational Intelligence in Natural Language Processing and Social Media (CINLPSoMe)
2025

Contrastive Dissimilarity for Writer Identification: a proof of concept

PIGNELLI, FABIO; TEIXEIRA, LUCAS O.; BERTOLINI, DIEGO; NANNI, LORIS; Cavalcanti, George D. C.; COSTA, YANDRE M. G.
[IWSSIP] 2025 32nd International Conference on Systems, Signals and Image Processing (IWSSIP)
2025

Detecção de Fake News em Português: Análise Comparativa entre Métodos de Representação em Português, Inglês e Multilíngues

VIEIRA, CAMILA BARBOSA; SOUZA, JOSÉ VINICIUS S.; George D. C. Cavalcanti
Brazilian Workshop on Social Network Analysis and Mining (BraSNAM)
2025

Improving Open Set Recognition with Dissimilarity-Based Metric Learning

TEIXEIRA, LUCAS O.; Diego Bertolini; Luiz E. S. Oliveira; George D. C. Cavalcanti; Yandre Costa
KNOWLEDGE-BASED SYSTEMS
2025

Imbalanced malware classification: an approach based on dynamic classifier selection

SOUZA, JOSÉ VINICIUS S.; VIEIRA, CAMILA BARBOSA; Cavalcanti, George D. C.; Cruz, Rafael M. O.
2025 IEEE Symposium on Computational Intelligence in Security, Defence and Biometrics Companion (CISDB Companion)
2025

Triplet dissimilarity: a texture classification approach using dissimilarity and siamese networks

TEIXEIRA, LUCAS O.; Diego Bertolini; Luiz E. S. Oliveira; George D. C. Cavalcanti; Yandre Costa
SOFT COMPUTING
2025

MetaML: a multi-label meta-learning approach for pipeline recommendation

MAIA, CYNTHIA MOREIRA; DE AMORIM, LUCAS B. V.; Cavalcanti, George D. C.; Cruz, Rafael M. O.
MACHINE LEARNING
2025

Triplet dissimilarity: improving dissimilarity approaches through metric learning

TEIXEIRA, LUCAS O.; Diego Bertolini; Luiz E. S. Oliveira; George D. C. Cavalcanti; Yandre Costa
PROCEDIA COMPUTER SCIENCE
2025

DRES: Fake news detection by dynamic representation and ensemble selection

FARHANGIAN, FARAMARZ; ENSINA, LEANDRO AUGUSTO; CAVALCANTI, GEORGE D C; M. O. CRUZ, RAFAEL
Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing
2024

Recent advances in applications of machine learning in reward crowdfunding success forecasting

Cavalcanti, George D. C.; MENDES-DA-SILVA, WESLEY; DOS SANTOS FELIPE, ISRAEL JOSÉ; SANTOS, LEONARDO A.
NEURAL COMPUTING & APPLICATIONS
2024

Meta-Scaler: A Meta-Learning Framework for the Selection of Scaling Techniques

DE AMORIM, LUCAS B. V.; Cavalcanti, George D. C.; Cruz, Rafael M. O.
IEEE Transactions on Neural Networks and Learning Systems
2024

Microservices performance forecast using dynamic Multiple Predictor Systems

SANTOS, WELLISON R.M.; SAMPAIO JR., ADALBERTO R.; ROSA, NELSON S.; CAVALCANTI, GEORGE D.C.
ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE
2024

Gender bias detection on hate speech classification: an analysis at feature-level

NASCIMENTO, FRANCIMARIA R. S.; Cavalcanti, George D. C.; COSTA-ABREU, MARJORY DA
NEURAL COMPUTING & APPLICATIONS
2024

Analysis of signals from air conditioner compressors with ordinal patterns and machine learning

BARBOSA, KEILA; FRERY, ALEJANDRO C; CAVALCANTI, GEORGE DC
Journal of Low Frequency Noise, Vibration and Active Control
2024

Combining Pruning Strategies to Generate Efficient Inpainting Networks

RODRIGUES, WALBER M.; WALMSLEY, FELIPE N.; QUINTINO, JONYSBERG P.; PINHO, HELDER S.; CAVALCANTI, GEORGE D.C.
[IJCNN] 2024 International Joint Conference on Neural Networks (IJCNN)
2024

Contrastive dissimilarity: optimizing performance on imbalanced and limited data sets

TEIXEIRA, LUCAS O.; BERTOLINI, DIEGO; OLIVEIRA, LUIZ S.; Cavalcanti, George D. C.; COSTA, YANDRE M. G.
NEURAL COMPUTING & APPLICATIONS
2024

Resampling strategies for imbalanced regression: a survey and empirical analysis

AVELINO, JUSCIMARA G.; Cavalcanti, George D. C.; Cruz, Rafael M. O.
ARTIFICIAL INTELLIGENCE REVIEW (DORDRECHT. ONLINE)
2024

Music Genre Classification Using Contrastive Dissimilarity

COSTANZI, GABRIEL HENRIQUE; TEIXEIRA, LUCAS O.; FELIPE, GUSTAVO Z.; Cavalcanti, George D. C.; COSTA, YANDRE M. G.
[IWSSIP] 2024 31st International Conference on Systems, Signals and Image Processing (IWSSIP)
2023

A Post-Selection Algorithm for Improving Dynamic Ensemble Selection Methods

CORDEIRO, PAULO R.G.; CAVALCANTI, GEORGE D.C.; CRUZ, RAFAEL M.O.
[SMC] 2023 IEEE International Conference on Systems, Man, and Cybernetics (SMC)
2023

Dynamic ensemble algorithm post-selection using Hardness-aware Oracle

CORDEIRO, PAULO R. G.; Cavalcanti, George D. C.; Cruz, Rafael M. O.
IEEE Access
2023

Fake news detection: Taxonomy and comparative study

FARHANGIAN, FARAMARZ; CRUZ, RAFAEL M.O.; CAVALCANTI, GEORGE D.C.
Information Fusion
2023

Avaliação de técnicas de balanceamento na classificação de aceitabilidade de carros

Lucas Ferreira-Paiva; Allan Mattos; Juscimara Avelino; George D. C. Cavalcanti
[ENIAC] Encontro Nacional de Inteligência Artificial e Computacional (ENIAC)
2023

Security Relevant Methods of Android?s API Classification: A Machine Learning Empirical Evaluation

RODRIGUES, WALBER M.; WALMSLEY, FELIPE N.; Cavalcanti, George D. C.; Cruz, Rafael M. O.
IEEE TRANSACTIONS ON COMPUTERS
2023

Exploring Automatic Hate Speech Detection on Social Media: A Focus on Content-Based Analysis

NASCIMENTO, FRANCIMARIA R. S.; Cavalcanti, George D. C.; DA COSTA-ABREU, MÁRJORY
SAGE OPEN
2023

A dynamic multiple classifier system using graph neural network for high dimensional overlapped data

SOUZA, MARIANA A.; Sabourin, Robert; CAVALCANTI, GEORGE D.C.; CRUZ, RAFAEL M.O.
Information Fusion
2023

Subconcept perturbation-based classifier for within-class multimodal data

Cavalcanti, George D. C.; SOARES, RODOLFO J. O.; ARAÚJO, EDSON L.
NEURAL COMPUTING & APPLICATIONS
2023

A hybrid system based on ensemble learning to model residuals for time series forecasting

SANTOS JÚNIOR, DOMINGOS S. DE O.; DE MATTOS NETO, PAULO S.G.; DE OLIVEIRA, JOÃO F.L.; CAVALCANTI, GEORGE D.C.
INFORMATION SCIENCES
2023

Fault distance estimation for transmission lines with dynamic regressor selection

ENSINA, LEANDRO A.; OLIVEIRA, LUIZ E. S. DE; Cruz, Rafael M. O.; Cavalcanti, George D. C.
NEURAL COMPUTING & APPLICATIONS
2022

Selecting and combining complementary feature representations and classifiers for hate speech detection

CRUZ, RAFAEL M.O.; DE SOUSA, WOSHINGTON V.; CAVALCANTI, GEORGE D.C.
Online Social Networks and Media
2022

Unintended bias evaluation: An analysis of hate speech detection and gender bias mitigation on social media using ensemble learning

NASCIMENTO, FRANCIMARIA R.S.; CAVALCANTI, GEORGE D.C.; DA COSTA-ABREU, MÁRJORY
EXPERT SYSTEMS WITH APPLICATIONS
2022

Cancer Identification in Enteric Nervous System Preclinical Images Using Handcrafted and Automatic Learned Features

FELIPE, GUSTAVO Z.; TEIXEIRA, LUCAS O.; PEREIRA, RODOLFO M.; ZANONI, JACQUELINE N.; SOUZA, SARA R. G.; NANNI, LORIS; Cavalcanti, George D. C.; COSTA, YANDRE M. G.
NEURAL PROCESSING LETTERS
2022

Local overlap reduction procedure for dynamic ensemble selection

SOUZA, MARIANA A.; Sabourin, Robert; Cavalcanti, George D. C.; Cruz, Rafael M. O.
[IJCNN] 2022 International Joint Conference on Neural Networks (IJCNN)
2022

Reward Crowdfunding Success Forecasting: An Empirical Evaluation of Machine Learning Algorithms

Wesley Mendes-Da-Silva; Israel José dos Santos Felipe; George D. C. Cavalcanti; Leonardo Alves dos Santos
EnAnpad
2022

The choice of scaling technique matters for classification performance

DE AMORIM, LUCAS B.V.; CAVALCANTI, GEORGE D.C.; CRUZ, RAFAEL M.O.
APPLIED SOFT COMPUTING
2022

Label noise detection under the noise at random model with ensemble filters

Kecia G. Moura; Ricardo B. C. Prudêncio; George D. C. Cavalcanti
Intelligent Data Analysis
2022

Ensemble of Convolutional Neural Networks for Sparse-View Cone-Beam Computed Tomography

JUNIOR, CARLOS A. ALVES; PEREIRA, LUIS F. ALVES; Cavalcanti, George D. C.; REN, TSANG ING
[IJCNN] 2022 International Joint Conference on Neural Networks (IJCNN)
2022

Hybrid systems using residual modeling for sea surface temperature forecasting

Paulo S. G. Mattos Neto; George D. C. Cavalcanti; Domingos S. O. Santos Junior; Eraylson G. Silva
Scientific Reports
2022

OLP++: An online local classifier for high dimensional data

SOUZA, MARIANA A.; Sabourin, Robert; CAVALCANTI, GEORGE D.C.; CRUZ, RAFAEL M.O.
Information Fusion
2022

COVID-19 Detection on Chest X-ray and CT Scan: A Review of the Top-100 Most Cited Papers

COSTA, YANDRE M. G.; SILVA, SERGIO A.; TEIXEIRA, LUCAS O.; PEREIRA, RODOLFO M.; BERTOLINI, DIEGO; BRITTO, ALCEU S.; OLIVEIRA, LUIZ S.; Cavalcanti, George D. C.
SENSORS
2021

Dynamic selection and combination of one-class classifiers for multi-class classification

FRAGOSO, ROGÉRIO C.P.; CAVALCANTI, GEORGE D.C.; PINHEIRO, ROBERTO H.W.; OLIVEIRA, LUIZ S.
KNOWLEDGE-BASED SYSTEMS
2021

The Gated Recurrent Conditional Generative Adversarial Network (GRC-GAN): application to denoising of low-dose CT images

DE ALMEIDA, MATEUS BALTAZAR; ALVES PEREIRA, LUIS F.; REN, TSANG ING; Cavalcanti, George D. C.; SIJBERS, JAN
[SIBGRAPI] 2021 34th SIBGRAPI Conference on Graphics, Patterns and Images (SIBGRAPI)
2021

An investigation into the effects of label noise on Dynamic Selection algorithms

WALMSLEY, FELIPE N.; CAVALCANTI, GEORGE D.C.; Sabourin, Robert; CRUZ, RAFAEL M.O.
Information Fusion
2021

Variational DNN embeddings for text-independent speaker verification

PINHEIRO, HECTOR N.B.; REN, TSANG ING; ADAMI, ANDRÉ G.; CAVALCANTI, GEORGE D.C.
PATTERN RECOGNITION LETTERS
2021

MINE: A framework for dynamic regressor selection

MOURA, THIAGO J.M.; CAVALCANTI, GEORGE D.C.; OLIVEIRA, LUIZ S.
INFORMATION SCIENCES
2021

On the Evaluation of Competence Measures for Time Series Forecasting

MOURA, THIAGO J. M.; Cavalcanti, George D. C.; OLIVEIRA, LUIZ S.
[SMC] 2021 IEEE International Conference on Systems, Man, and Cybernetics (SMC)
2021

Grave artifacts in Image Inpainting: Investigating the causes and untangling the factors

RODRIGUES, WALBER M.; WALMSLEY, FELIPE N.; CAVALCANTI, GEORGE D.C.; QUINTINO, JONYSBERG P.; PINHO, HELDER S.
IEEE Access
2021

A Dynamic Predictor Selection Method Based on Recent Temporal Windows for Time Series Forecasting

SILVA, ERAYLSON G.; DE MATTOS NETO, PAULO S. G.; Cavalcanti, George D. C.
IEEE Access
2021

Impact of Lung Segmentation on the Diagnosis and Explanation of COVID-19 in Chest X-ray Images

TEIXEIRA, LUCAS O.; PEREIRA, RODOLFO M.; BERTOLINI, DIEGO; OLIVEIRA, LUIZ S.; NANNI, LORIS; Cavalcanti, George D. C.; COSTA, YANDRE M. G.
SENSORS
2020

Perturbation-based classifier

ARAÚJO, EDSON L.; Cavalcanti, George D. C.; REN, TSANG ING
SOFT COMPUTING
2020

DESlib: A Dynamic ensemble selection library in Python

Rafael M. O. Cruz; Luiz G. Hafemann; Robert Sabourin; George D. C. Cavalcanti
JOURNAL OF MACHINE LEARNING RESEARCH
2020

Layers Sequence Optimizing for Deep Neural Networks using Multiples Objectives

NETO, GIUSEPPE; MIRANDA, PERICLES B.C.; CAVALCANTI, GEORGE D.C.; SI, TAPAS; CORDEIRO, FILIPE; CASTRO, MAYARA
[CEC] 2020 IEEE Congress on Evolutionary Computation (CEC)
2020

A temporal-window framework for modelling and forecasting time series

DE MATTOS NETO, PAULO S.G.; CAVALCANTI, GEORGE D.C.; FIRMINO, PAULO R.A.; SILVA, ERAYLSON G.; VILA NOVA FILHO, SÉRGIO R.P.
KNOWLEDGE-BASED SYSTEMS
2020

The dissimilarity approach: a review

COSTA, YANDRE M. G.; BERTOLINI, DIEGO; BRITTO, ALCEU S.; Cavalcanti, George D. C.; OLIVEIRA, LUIZ E. S.
ARTIFICIAL INTELLIGENCE REVIEW
2020

On the evaluation of dynamic selection parameters for time series forecasting

SILVA, ERAYLSON. G.; Cavalcanti, George D. C.; DE OLIVEIRA, JOAO FAUSTO L.; DE MATTOS NETO, PAULO S. G.
[IJCNN] 2020 International Joint Conference on Neural Networks (IJCNN)
2020

On the Selection of the Competence Measure for Dynamic Regressor Selection

MOURA, THIAGO J. M.; Cavalcanti, George D. C.; OLIVEIRA, LUIZ S.
[SMC] 2020 IEEE International Conference on Systems, Man, and Cybernetics (SMC)
2020

Ranking-based Instance Selection for Pattern Classification

CAVALCANTI, GEORGE D.C.; SOARES, RODOLFO J.O.
EXPERT SYSTEMS WITH APPLICATIONS
2020

Multi-label learning for dynamic model type recommendation

SOUZA, MARIANA A.; Sabourin, Robert; Cavalcanti, George D. C.; Cruz, Rafael M. O.
[IJCNN] 2020 International Joint Conference on Neural Networks (IJCNN)
2020

A two-level sampling strategy for pruning methods applied to credit scoring

FILHO, LUIZ VIEIRA E SILVA; CAVALCANTI, GEORGE DC
[SMC] 2020 IEEE International Conference on Systems, Man, and Cybernetics (SMC)
2019

Detecting Anomalies in the Engine Coolant Sensor Using One-Class Classifiers

DA SILVA NETO, ERONIDES F.; FEITOSA, ALLAN R. S.; Cavalcanti, George D. C.; SILVA-FILHO, ABEL G.
2019 IEEE 90th Vehicular Technology Conference (VTC2019Fall)
2019

Representation Learning and Dissimilarity for Writer Identification

HELAL, LUCAS G.; BERTOLINI, DIEGO; COSTA, YANDRE M. G.; Cavalcanti, George D. C.; BRITTO, ALCEU S.; OLIVEIRA, LUIZ E. S.
[IWSSIP] 2019 International Conference on Systems, Signals and Image Processing (IWSSIP)
2019

Evaluating Competence Measures for Dynamic Regressor Selection

MOURA, THIAGO J. M.; Cavalcanti, George D. C.; OLIVEIRA, LUIZ S.
[IJCNN] 2019 International Joint Conference on Neural Networks (IJCNN)
2019

Combining binary classifiers in different dichotomy spaces for text categorization

PINHEIRO, ROBERTO H.W.; CAVALCANTI, GEORGE D.C.; REN, TSANG ING
APPLIED SOFT COMPUTING
2019

On evaluating the online local pool generation method for imbalance learning

SOUZA, MARIANA A.; Cavalcanti, George D. C.; Cruz, Rafael M. O.; Sabourin, Robert
[IJCNN] 2019 International Joint Conference on Neural Networks (IJCNN)
2019

Data-driven Feature Selection Methods for Text Classification: an Empirical Evaluation

Rogerio Fragoso; Roberto H. W. Pinheiro; George D. C. Cavalcanti
JOURNAL OF UNIVERSAL COMPUTER SCIENCE
2018

Prototype selection for dynamic classifier and ensemble selection

Cruz, Rafael M. O.; Sabourin, Robert; Cavalcanti, George D. C.
NEURAL COMPUTING & APPLICATIONS
2018

K-Nearest Oracles Borderline Dynamic Classifier Ensemble Selection

OLIVEIRA, DAYVID V. R.; Cavalcanti, George D. C.; PORPINO, THYAGO N.; Cruz, Rafael M. O.; Sabourin, Robert
[IJCNN] 2018 International Joint Conference on Neural Networks (IJCNN)
2018

FIRE-DES++: Enhanced Online Pruning of Base Classifiers for Dynamic Ensemble Selection

CRUZ, RAFAEL M.O.; OLIVEIRA, DAYVID V.R.; CAVALCANTI, GEORGE D.C.; Sabourin, Robert
PATTERN RECOGNITION
2018

Combining sentence similarities measures to identify paraphrases

FERREIRA, RAFAEL; CAVALCANTI, GEORGE D.C.; FREITAS, FRED; LINS, RAFAEL DUEIRE; SIMSKE, STEVEN J.; RISS, MARCELO
COMPUTER SPEECH AND LANGUAGE
2018

Ensemble Methods for Label Noise Detection Under the Noisy at Random Model

GOMES DE MOURA, KECIA; BASTOS CAVALCANTE PRUDENCIO, RICARDO; DARMITON DA CUNHA CAVALCANTI, GEORGE
[BRACIS] 2018 7th Brazilian Conference on Intelligent Systems (BRACIS)
2018

On dynamic ensemble selection and data preprocessing for multi-class imbalance learning

Cruz, Rafael M. O.; SOUZA, MARIANA A.; Sabourin, Robert; Cavalcanti, George D. C.
INTERNATIONAL JOURNAL OF PATTERN RECOGNITION AND ARTIFICIAL INTELLIGENCE
2018

A Study on combining Dynamic Selection and Data Preprocessing for Imbalance Learning

ROY, ANANDARUP; CRUZ, RAFAEL M.O.; Sabourin, Robert; CAVALCANTI, GEORGE D.C.
NEUROCOMPUTING
2018

An Ensemble Generation Method Based on Instance Hardness

WALMSLEY, FELIPE N.; Cavalcanti, George D. C.; OLIVEIRA, DAYVID V. R.; Cruz, Rafael M. O.; Sabourin, Robert
[IJCNN] 2018 International Joint Conference on Neural Networks (IJCNN)
2018

An empirical analysis of Combined Dissimilarity Spaces

LAPENDA, LETICIA V. N.; PINHEIRO, ROBERTO H. W.; Cavalcanti, George D. C.
[IJCNN] 2018 International Joint Conference on Neural Networks (IJCNN)
2018

Online Local Pool Generation for Dynamic Classifier Selection

SOUZA, MARIANA A.; CAVALCANTI, GEORGE D.C.; CRUZ, RAFAEL M.O.; Sabourin, Robert
PATTERN RECOGNITION
2018

On dynamic ensemble selection and data preprocessing for multi-class imbalance learning

Rafael M. O. Cruz; Robert Sabourin; George D. C. Cavalcanti
International Conference on Pattern Recognition and Artificial Intelligence (ICPRAI)
2018

Improving the accuracy of intelligent forecasting models using the Perturbation Theory

SILVA, ERAYLSON. G.; DE O. JUUNIOR, DOMINGOS S.; Cavalcanti, George D. C.; DE MATTOS NETO, PAULO S. G.
[IJCNN] 2018 International Joint Conference on Neural Networks (IJCNN)
2017

Analyzing different prototype selection techniques for dynamic classifier and ensemble selection

Cruz, Rafael M. O.; Sabourin, Robert; Cavalcanti, George D. C.
[IJCNN] 2017 International Joint Conference on Neural Networks (IJCNN)
2017

META-DES.Oracle: Meta-learning and feature selection for dynamic ensemble selection

CRUZ, RAFAEL M.O.; Sabourin, Robert; CAVALCANTI, GEORGE D.C.
Information Fusion (Print)
2017

A perturbative approach for enhancing the performance of time series forecasting

DE MATTOS NETO, PAULO S.G.; FERREIRA, TIAGO A.E.; LIMA, ARANILDO R.; VASCONCELOS, GERMANO C.; CAVALCANTI, GEORGE D.C.
Neural Networks
2017

Speaker segmentation using i-vector in meetings domain

NERI, LEONARDO V.; Pinheiro, Hector N. B.; REN, TSANG ING; DA C. CAVALCANTI, GEORGE D.; ADAMI, ANDRE G.
[ICASSP] ICASSP 2017 2017 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)
2017

Nonlinear Combination Method of Forecasters applied to PM Time Series

Paulo S. G. Mattos Neto; George D. C. Cavalcanti; Francisco Madeiro Bernardino Júnior
PATTERN RECOGNITION LETTERS
2017

Combining dissimilarity spaces for text categorization

PINHEIRO, ROBERTO H.W.; CAVALCANTI, GEORGE D.C.; REN, TSANG ING
INFORMATION SCIENCES
2017

Optimizing speaker-specific filter banks for speaker verification

Pinheiro, Hector N. B.; NETO, FERNANDO M. P.; OLIVEIRA, ADRIANO L. I.; REN, TSANG ING; Cavalcanti, George D. C.; ADAMI, ANDRE G.
[ICASSP] ICASSP 2017 2017 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)
2017

Principal Component Analysis for Supervised Learning: a minimum classification error approach

Tiago B A Carvalho; Maria A. A. Sibaldo; Tsang Ing Ren; George D. C. Cavalcanti
Journal of Information and Data Management - JIDM
2017

A Hybrid Machine Learning Approach for Mobile User Positioning in Cellular Networks

TIMOTEO, ROBSON D.A.; CUNHA, DANIEL C.; SILVA, LIZANDRO N.; George D. C. Cavalcanti
[SBrT] Simpósio Brasileiro de Telecomunicações e Processamento de Sinais
2017

Dynamic classifier selection: recent advances and perspectives

CRUZ, RAFAEL M.O.; Sabourin, Robert; CAVALCANTI, GEORGE D.C.
Information Fusion
2017

Dynamic ensemble selection VS K-NN: Why and when dynamic selection obtains higher classification performance?

Cruz, Rafael M. O.; ZAKANE, HIBA H.; Sabourin, Robert; Cavalcanti, George D. C.
[IPTA] 2017 Seventh International Conference on Image Processing Theory, Tools and Applications (IPTA)
2017

Bias effect on predicting market trends with EMD

CARNELOSSI FURLANETO, DENNIS; OLIVEIRA, LUIZ S.; MENOTTI, DAVID; CAVALCANTI, GEORGE D.C.
EXPERT SYSTEMS WITH APPLICATIONS
2017

On the characterization of the Oracle for dynamic classifier selection

SOUZA, MARIANA A.; Cavalcanti, George D. C.; Cruz, Rafael M. O.; Sabourin, Robert
[IJCNN] 2017 International Joint Conference on Neural Networks (IJCNN)
2017

IntensityPatches and RegionPatches for Image Recognition

DE CARVALHO, TIAGO B.A.; SIBALDO, MARIA A.A.; TSANG, ING REN; CAVALCANTI, GEORGE D.C.; SIJBERS, JAN; TSANG, ING JYH
APPLIED SOFT COMPUTING
2017

Online Pruning of Base Classifiers for Dynamic Ensemble Selection

OLIVEIRA, DAYVID V.R.; CAVALCANTI, GEORGE D.C.; Sabourin, Robert
PATTERN RECOGNITION
2017

Inline discrete tomography system: Application to agricultural product inspection

ALVES PEREIRA, LUIS F.; JANSSENS, ELINE; CAVALCANTI, GEORGE D.C.; TSANG, ING REN; VAN DAEL, MATTIAS; VERBOVEN, PIETER; NICOLAI, BART; SIJBERS, JAN
COMPUTERS AND ELECTRONICS IN AGRICULTURE
2016

Combinando Classificadores Binários no Espaço de Dissimilaridade para Categorização de Documentos

Roberto H. W. Pinheiro; George D. C. Cavalcanti; Tsang Ing Ren
[ENIAC] Encontro Nacional de Inteligência Artificial e Computacional (ENIAC)
2016

Minimum Classication Error Principal Component Analysis

Tiago B A Carvalho; Maria A. A. Sibaldo; Tsang Ing Ren; George D. C. Cavalcanti
[KDMILE] Symposium on Knowledge Discovery, Mining and Learning (KDMiLe)
2016

A prediction classifier architecture to forecast device status on smart environments

VILAR, BRUNO S. C. M.; SCHROEDER, CEZAR P.; WADA, CRISTINA; BEZERRA, RAYANNE H.; HEITZMANN, LEONARDO L. A.; SIMIONATO, RAFAEL; Cavalcanti, George D. C.
[SMC] 2016 IEEE International Conference on Systems, Man, and Cybernetics (SMC)
2016

Type-2 fuzzy GMM for text-independent speaker verification under unseen noise conditions

Pinheiro, Hector N. B.; VIEIRA, SERGIO R. F.; REN, TSANG ING; Cavalcanti, George D. C.; DE MATTOS NETO, PAULO S. G.
[ICASSP] 2016 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)
2016

A Method for Automatic Determination of the Feature Vector Size for Text Categorization

FRAGOSO, ROGERIO C.P.; PINHEIRO, ROBERTO H.W.; CAVALCANTI, GEORGE D.C.
[BRACIS] 2016 5th Brazilian Conference on Intelligent Systems (BRACIS)
2016

Facial expression Recognition based on Motion Estimation

DA CUNHA SANTIAGO, HEMIR; REN, TSANG ING; CAVALCANTI, GEORGE D.C.
[IJCNN] 2016 International Joint Conference on Neural Networks (IJCNN)
2016

Class-wise feature extraction technique for multimodal data

SILVA, ELIAS R.; CAVALCANTI, GEORGE D.C.; REN, TSANG ING
Neurocomputing (Amsterdam)
2016

Class-dependent feature selection algorithm for text categorization

FRAGOSO, ROGERIO C. P.; PINHEIRO, ROBERTO H. W.; Cavalcanti, George D. C.
[IJCNN] 2016 International Joint Conference on Neural Networks (IJCNN)
2016

Fast X-ray Computed Tomography via Image Completion

Luis F. A. Pereira; Eline Janssens; Mattias Van Dael; Pieter Verboven; Bart Nicolai; George D. C. Cavalcanti; Tsang Ing Ren; Jan Sijbers
Conference on Industrial Computed Tomography (iCT)
2016

Unsupervised Retinal Vessel Segmentation Using Combined Filters

OLIVEIRA, WENDESON S.; TEIXEIRA, JOYCE VITOR; REN, TSANG ING; Cavalcanti, George D. C.; SIJBERS, JAN
Plos One
2016

Pixel Clustering for Face Recognition

CARVALHO, TIAGO B.A. DE; SIBALDO, MARIA A.A.; TSANG, ING REN; CAVALCANTI, GEORGE D.C.; TSANG, ING JYH; SIJBERS, JAN
[BRACIS] 2016 5th Brazilian Conference on Intelligent Systems (BRACIS)
2016

Meta-regression based pool size prediction scheme for dynamic selection of classifiers

ROY, ANANDARUP; CRUZ, RAFAEL M.O.; Sabourin, Robert; Cavalcanti, George D. C.
[ICPR] 2016 23rd International Conference on Pattern Recognition (ICPR)
2016

Combining Diversity Measures for Ensemble Pruning

CAVALCANTI, GEORGE D.C.; OLIVEIRA, LUIZ S.; MOURA, THIAGO J.M.; CARVALHO, GUILHERME V.
Pattern Recognition Letters
2016

An approach using support vector regression for mobile location in cellular networks

TIMOTEO, ROBSON D.A.; Lizandro N. Silva; Daniel C. Cunha; George D. C. Cavalcanti
Computer Networks (1999)
2016

Verificação de Locutores Independente de Texto: uma Análise de Robustez a Ruído

Hector N. B. Pinheiro; Tsang Ing Ren; George D. C. Cavalcanti
Concurso de Teses e Dissertações (CTD-CSBC)
2016

Meta-learning Recommendation of Default Size of Classifier Pool for META-DES

ROY, ANANDARUP; CRUZ, RAFAEL M.O.; Sabourin, Robert; CAVALCANTI, GEORGE D.C.
Neurocomputing (Amsterdam)
2015

META-DES.H: A Dynamic Ensemble Selection technique using meta-learning and a dynamic weighting approach

Cruz, Rafael M. O.; Sabourin, Robert; Cavalcanti, George D. C.
[IJCNN] 2015 International Joint Conference on Neural Networks (IJCNN)
2015

An approach to improve the performance of PM forecasters

Paulo S. G. Mattos Neto; George D. C. Cavalcanti; Francisco Madeiro Bernardino Júnior; Tiago A. E. Ferreira
Plos One
2015

Supervised fractional eigenfaces

DE CARVALHO, T. B. A.; COSTA, A. M.; SIBALDO, M. A. A.; TSANG, I. R.; Cavalcanti, G. D. C.
[ICIP] 2015 IEEE International Conference on Image Processing (ICIP)
2015

Data-driven global-ranking local feature selection methods for text categorization

PINHEIRO, ROBERTO H.W.; CAVALCANTI, GEORGE D.C.; REN, TSANG ING
Expert Systems with Applications
2015

A bootstrap-based iterative selection for ensemble generation

OLIVEIRA, DAYVID V. R.; PORPINO, THYAGO N.; Cavalcanti, George D. C.; REN, TSANG ING
[IJCNN] 2015 International Joint Conference on Neural Networks (IJCNN)
2015

Text Categorization Based on Dissimilarity Representation and Prototype Selection

PINHEIRO, ROBERTO H.W.; CAVALCANTI, GEORGE D.C.; REN, TSANG ING
[BRACIS] 2015 Brazilian Conference on Intelligent Systems (BRACIS)
2015

Evolutionary Adaptive Self-Generating Prototypes for imbalanced datasets

OLIVEIRA, DAYVID V. R.; Cavalcanti, George D. C.; REN, TSANG ING; SILVA, RICARDO M. A.
[IJCNN] 2015 International Joint Conference on Neural Networks (IJCNN)
2015

Efficient 2×2 block-based connected components labeling algorithms

SANTIAGO, DIEGO J. C.; REN, TSANG ING; Cavalcanti, George D. C.; JYH, TSANG ING
[ICIP] 2015 IEEE International Conference on Image Processing (ICIP)
2015

META-DES: A dynamic ensemble selection framework using meta-learning

CRUZ, RAFAEL M.O.; Sabourin, Robert; CAVALCANTI, GEORGE D.C.; ING REN, TSANG
PATTERN RECOGNITION
2015

Transducer State Prediction System for Smart Environment Intelligent Control

FREITAS, MARCELO BASSANI DE; CAVALCANTI, GEORGE D.C.; Sabourin, Robert
[BRACIS] 2015 Brazilian Conference on Intelligent Systems (BRACIS)
2014

Type-2 Fuzzy GMMs for Robust Text-Independent Speaker Verification in Noisy Environments

PINHEIRO, HECTOR N.B.; REN, TSANG ING; CAVALCANTI, GEORGE D.C.; JYH, TSANG ING; SIJBERS, JAN
[ICPR] 2014 22nd International Conference on Pattern Recognition (ICPR)
2014

Semi-supervised clustering for MR brain image segmentation

Nara M. Portela; George D. C. Cavalcanti; Tsang Ing Ren
Expert Systems with Applications
2014

Enhanced real-time head pose estimation system for mobile device

Euclides N. Arcoverde Neto; Rafael M. Duarte; Rafael M. Barreto; Magalhaes, Joao Paulo; Carlos A. C. M. Bastos; Tsang Ing Ren; George D. C. Cavalcanti
Integrated Computer-Aided Engineering
2014

On Meta-learning for Dynamic Ensemble Selection

CRUZ, RAFAEL M.O.; Sabourin, Robert; CAVALCANTI, GEORGE D.C.
[ICPR] 2014 22nd International Conference on Pattern Recognition (ICPR)
2014

A modular neural network architecture that selects a different set of features per module

SEVERO, DIOGO S.; VERISSIMO, EVERSON; Cavalcanti, George D. C.; REN, TSANG ING
[IJCNN] 2014 International Joint Conference on Neural Networks (IJCNN)
2014

Metodologia para Avaliar Técnicas de Redução de Protótipos: Protótipos Gerados versus Protótipos Selecionados

Luciano S. Pereira; George D. C. Cavalcanti
[ENIAC] Encontro Nacional de Inteligência Artificial e Computacional (ENIAC)
2014

Conveyor Belt X-ray CT Using Domain Constrained Discrete Tomography

PEREIRA, LUIS F. ALVES; DABRAVOLSKI, ANDREI; REN, TSANG ING; Cavalcanti, George D. C.; SIJBERS, JAN
[SIBGRAPI] 2014 27th SIBGRAPI Conference on Graphics, Patterns and Images (SIBGRAPI)
2014

Choosing instance selection method using meta-learning

DE OLIVEIRA MOURA, SHAYANE; DE FREITAS, MARCELO BASSANI; CARDOSO, HALISSON A. C.; Cavalcanti, George D. C.
[SMC] 2014 IEEE International Conference on Systems, Man and Cybernetics SMC
2014

Uma arquitetura para combinação de classificadores otimizada por métodos de poda com aplicação em credit scoring

Luiz Vieira e Silva Filho; George D. C. Cavalcanti
[ENIAC] Encontro Nacional de Inteligência Artificial e Computacional (ENIAC)
2014

Uma abordagem para a escolha do melhor método de seleção de instâncias usando meta-aprendizagem

Shayane O. Moura; Marcelo B. Freitas; Halisson A. C. Cardoso; George D. C. Cavalcanti
[ENIAC] Encontro Nacional de Inteligência Artificial e Computacional (ENIAC)
2014

On-line Cascade Boosted Classifier for Face Tracking

Thiago L. Prata; Tsang Ing Ren; George D. C. Cavalcanti
Workshop on Vision-based Human Activity Recognition (VBHAR) - Conference on Graphics, Patterns and Images (SIBGRAPI)
2014

A Hybrid Algorithm for Automatic Language Detection on Web and Text Documents

Luciano S. Cabral; Rinaldo Lima; Rafael D. Lins; Fred Freitas; Rafael Ferreira; Gabriel F. P. Silva; George D. C. Cavalcanti
IAPR International Workshop on Document Analysis Systems (DAS)
2014

Fractional Eigenfaces

DE CARVALHO, T. B. A.; SIBALDO, M. A. A.; TSANG, I. R.; Cavalcanti, G. D. C.; TSANG, I. J.; SIJBERS, J.
[ICIP] 2014 IEEE International Conference on Image Processing (ICIP)
2014

A Proposal for Path Loss Prediction in Urban Environments using Support Vector Regression

Robson Timoteo; Daniel C. Cunha; George D. C. Cavalcanti
[AICT] The Tenth Advanced International Conference on Telecommunications (AICT)
2014

Recommender System Based on Modularity

SIBALDO, MARIA A. A.; DE CARVALHO, TIAGO B. A.; REN, TSANG ING; CAVALCANTI, GEORGE
the 2014 Recommender Systems Challenge
2014

Constructive Autoassociative Neural Network for Facial Recognition

Bruno J. T. Fernandes; George D. C. Cavalcanti; Tsang Ing Ren
Plos One
2014

Hybrid intelligent system for air quality forecasting using phase adjustment

Paulo S. G. Mattos Neto; Francisco Madeiro Bernardino Júnior; Tiago A. E. Ferreira; George D. C. Cavalcanti
Engineering Applications of Artificial Intelligence
2013

Spatial surface coarseness analysis: technique for fingerprint spoof detection

Luis F. A. Pereira; CAVALCANTI, G.D.C.; Tsang Ing Ren; Hector N. B. Pinheiro
Electronics Letters
2013

Lateral Inhibition Pyramidal Neural Network for Image Classification

FERNANDES, BRUNO JOSE TORRES; Cavalcanti, George D. C.; REN, TSANG ING
IEEE T CYBERNETICS
2013

Pedestrian Detection under Progressive Occlusion

SANTOS, SILVIO G.O.; REN, TSANG ING; CAVALCANTI, GEORGE D.C.; JYH, TSANG ING; SIJBERS, JAN
[SMC] 2013 IEEE International Conference on Systems, Man and Cybernetics (SMC 2013)
2013

Fast block-based algorithms for connected components labeling

SANTIAGO, DIEGO J. C.; REN, TSANG ING; Cavalcanti, George D. C.; JYH, TSANG ING
[ICASSP] ICASSP 2013 2013 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)
2013

Diversity in task decomposition: A strategy for combining mixtures of experts

VERISSIMO, EVERSON; DA SILVA SEVERO, DIOGO; Cavalcanti, George D. C.; REN, TSANG ING
[IJCNN] 2013 International Joint Conference on Neural Networks (IJCNN 2013 Dallas)
2013

ATISA: Adaptive Threshold-based Instance Selection Algorithm

George D. C. Cavalcanti; Tsang Ing Ren; Cesar L. Pereira
Expert Systems with Applications
2013

Type-2 Fuzzy GMM-UBM for Text-Independent Speaker Verification

PINHEIRO, HECTOR N.B.; REN, TSANG ING; CAVALCANTI, GEORGE D.C.; JYH, TSANG ING; SIJBERS, JAN
[SMC] 2013 IEEE International Conference on Systems, Man and Cybernetics (SMC 2013)
2013

An ideal gas approach to classify countries using financial indices

Paulo Mattos Neto; George D. C. Cavalcanti; Francisco Madeiro Bernardino Júnior; Tiago A. E. Ferreira
Physica. A (Print)
2013

Hybrid Feature Selection and Weighting Method Based on Binary Particle Swarm Optimization

SEVERO, DIOGO S.; VERISSIMO, EVERSON; CAVALCANTI, GEORGE D.C.; REN, TSANG ING
[ICTAI] 2013 IEEE 25th International Conference on Tools with Artificial Intelligence (ICTAI)
2013

Feature representation selection based on Classifier Projection Space and Oracle analysis

Rafael M. O. Cruz; George D. C. Cavalcanti; Tsang Ing Ren; Robert Sabourin
Expert Systems with Applications
2013

Contextual Image Segmentation Based on the Potts Model

PORTELA, NARA M.; CAVALCANTI, GEORGE D.C.; REN, TSANG ING
[ICTAI] 2013 IEEE 25th International Conference on Tools with Artificial Intelligence (ICTAI)
2013

An Intelligent Agent to Classify Countries Based on Financial Indices

NETO, PAULO S.G. DE MATTOS; SOUZA, ROSILDA B.; CAVALCANTI, GEORGE D.C.; FERREIRA, TIAGO A.E.
2013 BRICS Congress on Computational Intelligence & 11th Brazilian Congress on Computational Intelligence (BRICSCCI & CBIC)
2013

AutoAssociative Pyramidal Neural Network for one class pattern classification with implicit feature extraction

FERNANDES, BRUNO J.T.; CAVALCANTI, GEORGE D.C.; Tsang Ing Ren
Expert Systems with Applications
2013

A Combined Features Approach for Speaker Segmentation Using BIC and Artificial Neural Networks

NERI, LEONARDO VALERIANO; REN, TSANG ING; CAVALCANTI, GEORGE D.C.; JYH, TSANG ING; SIJBERS, JAN
[SMC] 2013 IEEE International Conference on Systems, Man and Cybernetics (SMC 2013)
2013

Metaclasses and zoning for handwritten document recognition

MACARIO, V.; SILVA, G. F. P.; SOUZA, M. R. P.; ZANCHETTIN, C.; Cavalcanti, G. D. C.
[IJCNN] 2013 International Joint Conference on Neural Networks (IJCNN 2013 Dallas)
2013

Assessing Sentence Scoring Techniques for Extractive Text Summarization

Rafael Ferreira; Luciano S. Cabral; Rafael D. Lins; Gabriel F. P. Silva; Fred Freitas; George D. C. Cavalcanti; Rinaldo Lima; Steven J. Simske; Luciano Favaro
Expert Systems with Applications
2013

Weighted Modular Image Principal Component Analysis for face recognition

George D. C. Cavalcanti; Tsang Ing Ren; José F. Pereira
Expert Systems with Applications
2013

Motion Compensation Techniques in Permutation-Based Video Encryption

SABINO, CAIO C.; ANDRADE, LAIS S.; REN, TSANG ING; CAVALCANTI, GEORGE D.C.; JYH, TSANG ING; SIJBERS, JAN
[SMC] 2013 IEEE International Conference on Systems, Man and Cybernetics (SMC 2013)
2012

MLPBOOST: a combined adaboost/multi-layer perceptron network approach for face detection

George D. C. Cavalcanti; João P. Magalhães; Rafael M. Barreto; Tsang Ing Ren
[SMC] International Conference on Systems, Man, and Cybernetics (SMC)
2012

Image Fusion Combining Frequency Domain Techniques Based on Focus

Hugo R. Albuquerque; Tsang Ing Ren; CAVALCANTI, GEORGE D.C.
[ICTAI] 2012 IEEE 24th International Conference on Tools with Artificial Intelligence (ICTAI)
2012

Class-Dependent Locality Preserving Projections for Multimodal Scenarios

JR, ELIAS R. SILVA; CAVALCANTI, GEORGE D.C.; Tsang Ing Ren
[ICTAI] 2012 IEEE 24th International Conference on Tools with Artificial Intelligence (ICTAI)
2012

Retinal vessel segmentation using average of synthetic exact filters and hessian matrix

Wendeson S. Oliveira; Tsang Ing Ren; George D. C. Cavalcanti
[ICIP] International Conference on Image Processing (ICIP)
2012

Data Complexity Measures and Nearest Neighbor Classifiers: A Practical Analysis for Meta-learning

CAVALCANTI, GEORGE D.C.; Tsang Ing Ren; VALE, BRENO A.
[ICTAI] 2012 IEEE 24th International Conference on Tools with Artificial Intelligence (ICTAI)
2012

Competence Enhancement for Nearest Neighbor Classification Rule by Ranking-Based Instance Selection

Cristiano S. Pereira; CAVALCANTI, GEORGE D.C.
[ICTAI] 2012 IEEE 24th International Conference on Tools with Artificial Intelligence (ICTAI)
2012

Recognition of Partially Occluded Face Using Gradientface and Local Binary Patterns

George D. C. Cavalcanti; Josivan Reis; Tsang Ing Ren
[SMC] International Conference on Systems, Man, and Cybernetics (SMC)
2012

A Dimensionality Reduction Approach for Modular Neural Networks

Everson S. Veríssimo; Diogo S. Severo; CAVALCANTI, GEORGE D.C.; Tsang Ing Ren
[ICTAI] 2012 IEEE 24th International Conference on Tools with Artificial Intelligence (ICTAI)
2012

A fingerprint spoof detection based on MLP and SVM

Luis F. 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 N. de Oliveira
[IJCNN] International Joint Conference on Neural Networks (IJCNN)
2012

Speaker Verification Using Type-2 Fuzzy Gaussian Mixture Models

Tsang Ing Ren; Dimas Gabriel; Hector N. B. Pinheiro; George D. C. Cavalcanti
[SMC] International Conference on Systems, Man, and Cybernetics (SMC)
2012

Pupil segmentation using Pulling & Pushing and BSOM neural network

Carlos A. C. M. Bastos; Tsang Ing Ren; Gabriel S. Vasconcelos; George D. C. Cavalcanti
[SMC] International Conference on Systems, Man, and Cybernetics (SMC)
2012

Application of the IPSONet in Face Detection

Elliackin Figueiredo; Rafael Mesquita; Teresa B. Ludermir; George D. C. Cavalcanti
[IJCNN] International Joint Conference on Neural Networks (IJCNN)
2012

Model Representation for Facial Expression Recognition Based on Shape and Texture

GOIS, ADRIANA CRUZ DE; Victor O. Antonino; Tsang Ing Ren; CAVALCANTI, GEORGE D.C.
[ICTAI] 2012 IEEE 24th International Conference on Tools with Artificial Intelligence (ICTAI)
2012

A modular architecture based on image quality for fingerprint spoof detection

George D. C. Cavalcanti; Luis F. A. Pereira; Hector N. B. Pinheiro; Jose Ivson S. Silva; Anderson G. Silva; Thais M. L. Pina; Daniel Carvalho; Tsang Ing Ren
[SMC] International Conference on Systems, Man, and Cybernetics (SMC)
2012

Neighborhood coding for image representation and neighborhood operations

Tiago B A Carvalho; Maria A. A. Sibaldo; Denise J Tenório; Tsang Ing Ren; George D. C. Cavalcanti; Ing Jyh Tsang
[SMC] International Conference on Systems, Man, and Cybernetics (SMC)
2012

L2-norm metric learning applied to unconstrained face pair-matching

Rafael M. Barreto; Tsang Ing Ren; George D. C. Cavalcanti
[ICIP] International Conference on Image Processing (ICIP)
2012

A global-ranking local feature selection method for text categorization

Roberto H. W. Pinheiro; George D. C. Cavalcanti; Renato F. Corrêa; Tsang Ing Ren
Expert Systems with Applications
2012

Video colortoning

Tsang Ing Ren; Diogo Couceiro; Dario S. M. Pinheiro; George D. C. Cavalcanti; Ing Jyh Tsang
[SMC] International Conference on Systems, Man, and Cybernetics (SMC)
2012

Combined adaboost and gradientfaces for face detection under illumination problems

Tsang Ing Ren; João P. Magalhães; George D. C. Cavalcanti
[SMC] International Conference on Systems, Man, and Cybernetics (SMC)
2012

An Unsupervised Segmentation Method for Retinal Vessel Using Combined Filters

Wendeson S. Oliveira; Tsang Ing Ren; CAVALCANTI, GEORGE D.C.
[ICTAI] 2012 IEEE 24th International Conference on Tools with Artificial Intelligence (ICTAI)
2012

Improved Self-Generating Prototypes Algorithm for Imbalanced Datasets

OLIVEIRA, DAYVID V.R.; MAGALHAES, GUILHERME R.; CAVALCANTI, GEORGE D.C.; Tsang Ing Ren
[ICTAI] 2012 IEEE 24th International Conference on Tools with Artificial Intelligence (ICTAI)
2011

Document image retrieval with morphology-based segmentation and features combination

Tiago C. Bockholt; George D. C. Cavalcanti; Carlos A. B. Mello
[SPIE] Document Recognition and Retrieval Conference (DRR)
2011

Instance Selection Algorithm based on a Ranking Procedure

Cristiano S. Pereira; George D. C. Cavalcanti
[IJCNN] International Joint Conference on Neural Networks (IJCNN)
2011

Handwritten Connected Digits Detection: An Approach Using Instance Selection

Cristiano S. Pereira; George D. C. Cavalcanti
[ICIP] International Conference on Image Processing (ICIP)
2011

Stock Market Simulation for Volatility Analysis Inspired on Ideal Gas: an Intelligent Agent Approach

Paulo Mattos Neto; Aranildo Lima Junior; Tiago A. E. Ferreira; George D. C. Cavalcanti
Congresso Brasileiro de Inteligência Computacional (CBIC)
2011

A Simulation Environment for Volatility Analysis of Developed and in Development Markets

Paulo Mattos Neto; Tiago A. E. Ferreira; George D. C. Cavalcanti
[IJCNN] International Joint Conference on Neural Networks (IJCNN)
2011

GA-PAT-KNN: Framework for Time Series Forecasting

Armando G. S. Junior; Igor D. A. Lira; Tsang Ing Ren; George D. C. Cavalcanti
[IJCNN] International Joint Conference on Neural Networks (IJCNN)
2011

Market volatility modeling for short time window

Paulo Mattos Neto; David A. Silva; Tiago A. E. Ferreira; George D. C. Cavalcanti
Physica. A (Print)
2011

Autoassociative Pyramidal Neural Network for Face Verification

Bruno J. T. Fernandes; George D. C. Cavalcanti; Tsang Ing Ren
[IJCNN] International Joint Conference on Neural Networks (IJCNN)
2011

Multiple Line Skew Estimation of Handwritten Images of Documents Based on a Visual Perception Approach

Carlos A. B. Mello; Ángel Sanchez; George D. C. Cavalcanti
[CAIP] International Conference on Computer Analysis of Images and Patterns (CAIP)
2011

BSOM network for pupil segmentation

Gabriel S. Vasconcelos; Carlos A. C. M. Bastos; Tsang Ing Ren; George D. C. Cavalcanti
[IJCNN] International Joint Conference on Neural Networks (IJCNN)
2011

Fuzzy Active Contour Models

Cesar L. Pereira; Carlos A. C. M. Bastos; Tsang Ing Ren; George D. C. Cavalcanti
[FUZZIEEE] IEEE International Conference on Fuzzy Systems (FUZZIEEE)
2011

A 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; Tsang Ing Ren
[IJCNN] International Joint Conference on Neural Networks (IJCNN)
2011

Handwritten Character and Digit Recognition Using Ensemble of Classifiers

Rafael M. O. Cruz; George D. C. Cavalcanti; Tsang Ing Ren
SIBGRAPI 2011 - Workshop of Theses and Dissertations
2011

A robust feature extraction algorithm based on class-modular image principal component analysis for face verification

José F. Pereira; Rafael M. Barreto; George D. C. Cavalcanti; Tsang Ing Ren
[ICASSP] International Conference on Acoustics, Speech and Signal Processing (ICASSP)
2011

Lag Selection for Time Series Forecasting using Particle Swarm Optmization

Gustavo Tavares; Paulo Mattos Neto; George D. C. Cavalcanti; Tsang Ing Ren
[IJCNN] International Joint Conference on Neural Networks (IJCNN)
2010

Fast and robust skew estimation of scanned documents through background area information

Angélica A. Mascaro; George D. C. Cavalcanti; Carlos A. B. Mello
Pattern Recognition Letters
2010

Stock Price Forecasting Using Exogenous Time Series and Combined Neural Networks

Manoel C. Amorim Neto; Victor M. O. Alves; Gustavo Tavares; Lenildo Aragão Junior; George D. C. Cavalcanti; Tsang Ing Ren
International Conference on Computing in Economics and Finance
2010

Combinational Edit Distance for Local Word Recognition

Everson V. Silva; Tsang Ing Ren; George D. C. Cavalcanti
SIBGRAPI 2010 - Workshop of Undergraduate Work (WUW)
2010

A Combined Pulling & Pushing abd Active Contour Model for Pupil Segmentation

Carlos A. C. M. Bastos; Tsang Ing Ren; George D. C. Cavalcanti
[ICASSP] International Conference on Acoustics, Speech, and Signal Processing (ICASSP)
2010

A New Heterogeneous Dissimilarity Measure for Data Classification

Cesar L. Pereira; George D. C. Cavalcanti; Tsang Ing Ren
[ICTAI] International Conference on Tools with Artificial Intelligence (ICTAI)
2010

Handwritten Digit Recognition Using Multiple Feature Extraction Techniques and Classifier Ensemble

Rafael M. O. Cruz; George D. C. Cavalcanti; Tsang Ing Ren
[IWSSIP] International Conference on Systems, Signals and Image Processing (IWSSIP)
2010

Modular Image Principal Component Analysis for Handwritten Digits Recognition

José F. Pereira; Victor M. O. Alves; George D. C. Cavalcanti; Tsang Ing Ren
[IWSSIP] International Conference on Systems, Signals and Image Processing (IWSSIP)
2010

A Graph-Based Friend Recommendation System Using Genetic Algorithm

Nitai B. Silva; Tsang Ing Ren; George D. C. Cavalcanti; Ing Jyh Tsang
[CEC] International Congress on Evolutionary Computation (CEC)
2010

Analysis of 2D log-Gabor filters to encode iris patterns

Carlos A. C. M. Bastos; Tsang Ing Ren; George D. C. Cavalcanti
[ICTAI] International Conference on Tools with Artificial Intelligence (ICTAI)
2010

Detecção de Inclinação em Imagens de Documentos

Angélica A. Mascaro; George D. C. Cavalcanti; Carlos A. B. Mello
Revista de Informática Teórica e Aplicada (Impresso)
2010

A Nonexclusive Task Decomposition Method for Modular Neural Networks

Victor M. O. Alves; George D. C. Cavalcanti
[IJCNN] International Joint Conference on Neural Networks (IJCNN)
2010

Improving Financial Time Series Prediction Using Exogenous Series and Neural Networks Committees

Manoel C. Amorim Neto; Gustavo Tavares; Victor M. O. Alves; George D. C. Cavalcanti; Tsang Ing Ren
[IJCNN] International Joint Conference on Neural Networks (IJCNN)
2010

Detecção de Inclinação em Imagens de Documentos

Angélica A. Mascaro; Carlos A. B. Mello; George D. C. Cavalcanti
SIBGRAPI 2010 - Workshop of Theses and Dissertations
2010

Does the affinity matrix influence the performance of the Locality Preserving Projection algorithm?

Elias R. Silva Jr; George D. C. Cavalcanti; Tsang Ing Ren
[SMC] IEEE International Conference on Systems, Man, and Cybernetics (SMC)
2010

Segmentação de pupila baseando em Modelo iterativo "Pulling & Pushing" e Contornos Ativos

Carlos A. C. M. Bastos; George D. C. Cavalcanti; Tsang Ing Ren
SIBGRAPI 2010 - Workshop of Theses and Dissertations
2010

Neighborhood Coding for Bilevel Image Compression and Shape Recognition

Tiago B A Carvalho; Denise J Tenório; Tsang Ing Ren; George D. C. Cavalcanti; Ing Jyh Tsang
[ICASSP] International Conference on Acoustics, Speech, and Signal Processing (ICASSP)
2010

A weighted image reconstruction based on PCA for pedestrian detection

Guilherme V. Carvalho; Lailson B. Moraes; Tsang Ing Ren; George D. C. Cavalcanti
SIBGRAPI 2010 - Workshop of Undergraduate Work (WUW)
2010

An Ensemble Classifier For Offline Cursive Character Recognition Using Multiple Feature Extraction Techniques

Rafael M. O. Cruz; George D. C. Cavalcanti; Tsang Ing Ren
[IJCNN] International Joint Conference on Neural Networks (IJCNN)
2010

Codificação de Vizinhança para Compressão de Imagens e Reconhecimento de Forma

Tiago B A Carvalho; Denise J Tenório; George D. C. Cavalcanti; Tsang Ing Ren
SIBGRAPI 2010 - Workshop of Theses and Dissertations
2010

An Intelligent Perturbative Approach for the Time Series Forecasting Problem

Paulo Mattos Neto; Aranildo Lima Junior; Tiago A. E. Ferreira; George D. C. Cavalcanti
[IJCNN] International Joint Conference on Neural Networks (IJCNN)
2010

Lossless Binary Image Compression Using Neighborhood Coding

Denise J Tenório; Tiago B A Carvalho; George D. C. Cavalcanti; Tsang Ing Ren
SIBGRAPI 2010 - Workshop of Undergraduate Work (WUW)
2010

Off-line signature verification: an approach based on combining distances and one-class classifiers

Milena R. P. Souza; George D. C. Cavalcanti; Tsang Ing Ren
[ICTAI] International Conference on Tools with Artificial Intelligence (ICTAI)
2009

A Receptive and Inhibitory Field Based Approach for Image Processing

Bruno J. T. Fernandes; George D. C. Cavalcanti; Tsang Ing Ren
Workshop Franco-Brasileiro sobre Mineração de Dados
2009

Prototype Selection for Handwritten Connected Digits Classification

Cristiano S. Pereira; George D. C. Cavalcanti
[ICDAR] International Conference on Document Analysis and Recognition (ICDAR)
2009

Financial Time Series Prediction Using Exogenous Series and Combined Neural Networks

Manoel C. Amorim Neto; George D. C. Cavalcanti; Tsang Ing Ren
[IJCNN] International Joint Conference on Neural Networks (IJCNN)
2009

Análise de Técnicas de Extração de Características para o Reconhecimento de Dígitos Manuscritos

Rafael M. O. Cruz; George D. C. Cavalcanti; Tsang Ing Ren
SIBGRAPI 2009 - Workshop of Undergraduate Work
2009

Classification and Segmentation of Visual Patterns Based on Receptive and Inhibitory Fields

Bruno J. T. Fernandes; George D. C. Cavalcanti; Tsang Ing Ren
Neural Network World
2009

Hybrid Intelligent System Clonart applied to Face Recognition

José L. Alexandrino; George D. C. Cavalcanti; Edson C. B. Carvalho Filho
[IJCNN] International Joint Conference on Neural Networks
2009

Mammographic Images Segmentation using Texture Descriptors

Angélica A. Mascaro; Carlos A. B. Mello; Wellington P. Santos; George D. C. Cavalcanti
[EMBC] IEEE Engineering in Medicine and Biology Society (EMBC)
2009

Tree Architecture Pattern Distributor: A Task Decomposition Classification Approach

Victor M. O. Alves; George D. C. Cavalcanti
[IJCNN] International Joint Conference on Neural Networks
2009

Segmentação e Classificação de Padrões Visuais Baseadas em Campos Receptivos e Inibitórios

Bruno J. T. Fernandes; George D. C. Cavalcanti; Tsang Ing Ren
SIBGRAPI 2009 - Workshop of Theses and Dissertations
2009

A Receptive Field Basead Approach For Face Detection

Bruno J. T. Fernandes; George D. C. Cavalcanti; Tsang Ing Ren
[IJCNN] International Joint Conference on Neural Networks
2009

Text Line Segmentation Based on Morphology and Histogram Projection

Rodolfo P. Santos; Gabriela S. Clemente; Tsang Ing Ren; George D. C. Cavalcanti
[ICDAR] International Conference on Document Analysis and Recognition (ICDAR)
2009

Análise do PCA Assimétrico para Detecção de Objetos em Imagens

Lailson B. Moraes; George D. C. Cavalcanti; Tsang Ing Ren
SIBGRAPI 2009 - Workshop of Undergraduate Work
2009

Modular Image Principal Component Analysis for Face Recognition

José F. Pereira; George D. C. Cavalcanti; Tsang Ing Ren
[IJCNN] International Joint Conference on Neural Networks (IJCNN)
2008

Classification and Segmentation of Visual Patterns Based on Receptive and Inhibitory Fields

Bruno J. T. Fernandes; George D. C. Cavalcanti; Tsang Ing Ren
[HIS] International Conference on Hybrid Intelligent Systems (HIS)
2008

Feature Set Selection and Weighting for Legal Amount Recognition on Brazilian Bank Checks

Adélia C. A. Barros; George D. C. Cavalcanti
[ICFHR] International Conference on Frontiers in Handwriting Recognition (ICFHR)
2008

A Pyramidal Neural Network Based on Nonclassical Receptive Field Inhibition

Bruno J. T. Fernandes; George D. C. Cavalcanti
[ICTAI] International Conference on Tools with Artificial Intelligence ICTAI)
2008

Prototype Selection: Combining Self-generating and Gaussian Mixtures for Pattern Classification

Cristiano S. Pereira; George D. C. Cavalcanti
[IJCNN] International Joint Conference on Neural Networks (IJCNN)
2008

Feature Selection and Model Design through GA Applied to Handwritten Digit Recognition from Historical Document Images

Elias R. Silva Jr; Adriano L. I. Oliveira; Wellington P. Santos; Carlos A. B. Mello; Cleber Zanchettin; George D. C. Cavalcanti
[ICFHR] International Conference on Frontiers in Handwriting Recognition (ICFHR)
2008

An Artificial Neural Network Approach for User Class Dependent Off-line Sentence Segmentation

Cesar A. M. Carvalho; George D. C. Cavalcanti
[IJCNN] International Joint Conference on Neural Networks (IJCNN)
2008

Combining Global Optimization Algorithms with a Simple Adaptive Distance for Feature Selection and Weighting

Adélia C. A. Barros; George D. C. Cavalcanti
[WCCI] International Joint Conference on Neural Networks (IJCNN)
2008

A SVM for GPCR Protein Prediction Using Pattern Discovery

Francisco Nascimento Júnior; Tsang Ing Ren; George D. C. Cavalcanti
[HIS] International Conference on Hybrid Intelligent Systems (HIS)
2008

Using an artificial neural network approach for off-line sentence segmentation

Cesar A. M. Carvalho; George D. C. Cavalcanti
[ICFHR] International Conference on Frontiers in Handwriting Recognition (ICFHR)
2008

Combining distances through an auto-encoder network to verify signatures

Milena R. P. Souza; Leandro R. Almeida; George D. C. Cavalcanti
Brazilian Symposium of Neural Networks (SBRN)
2008

Estimating the skew angle of document through background area information

Angélica A. Mascaro; George D. C. Cavalcanti
[SIBGRAPI] Brazilian Symposium on Computer Graphics and Image Processing (SIBGRAPI)
2008

Detecting and treating invasion in the courtesy amount field on bank checks

Byron Bereza; George D. C. Cavalcanti; Cleber Zanchettin; Juliano Rebelo
[ICFHR] International Conference on Frontiers in Handwriting Recognition (ICFHR)
2007

An Approach to Improve Accuracy Rate of On-line Signature Verification Systems of Different Sizes

Rodrigo S. A. Araújo; George D. C. Cavalcanti; Edson C. B. Carvalho Filho
[ICDAR] International Conference on Document Analysis and Recognition (ICDAR)
2007

An approach to feature selection for keystroke dynamics systems based on PSO and feature weighting

Gabriel Azevedo; George D. C. Cavalcanti; Edson C. B. Carvalho Filho
[CEC] IEEE Congress on Evolutionary Computation (CEC)
2007

Hybrid Solution for the Feature Selection in Personal Identification Problems through Keystroke Dynamics

Gabriel Azevedo; George D. C. Cavalcanti; Edson C. B. Carvalho Filho
[IJCNN] International Joint Conference on Neural Network (IJCNN)
2007

Analysis of Mammogram using Self-organizing Neural Networks based on Spatial Isomorphism

Aida Ferreira; Francisco Nascimento Júnior; Tsang Ing Ren; George D. C. Cavalcanti; Teresa B. Ludermir; Ronaldo R. B. Aquino
[IJCNN] International Joint Conference on Neural Network (IJCNN)
2006

A Heuristic Binarization Algorithm for Documents with Complex Background

George D. C. Cavalcanti; Eduardo F A Silva; Cleber Zanchettin; Byron Bereza; Rodrigo C. Dória; Juliano Rebelo
[ICIP] International Conference on Image Processing (ICIP)
2006

Verificação On-line de Assinaturas de Tamanhos Diferentes

Rodrigo S. A. Araújo; George D. C. Cavalcanti; Edson C. B. Carvalho Filho
Congresso da Sociedade Brasileira de Computação - Seminário Integrado de Software e Hardware
2006

Improving the Courtesy Amount Recognition Accuracy Rate Through Delimiters Identification

Cleber Zanchettin; George D. C. Cavalcanti; Eduardo F A Silva; Byron Bereza; Rodrigo C. Dória; Juliano Rebelo
International Workshop on Frontiers in Handwriting Recognition (IWFHR)
2006

A Neural Architecture to Identify Courtesy Amount Delimiters

Cleber Zanchettin; George D. C. Cavalcanti; Rodrigo C. Dória; Eduardo F A Silva; Juliano Rebelo; Byron Bereza
[WCCI] International Joint Conference on Neural Networks (IJCNN)
2006

On-line Verification for Signatures of Different Sizes

Rodrigo S. A. Araújo; George D. C. Cavalcanti; Edson C. B. Carvalho Filho
International Workshop on Frontiers in Handwriting Recognition
2006

Influência do Tamanho das Assinaturas nos Sistemas de Verificação On-line

Rodrigo S. A. Araújo; George D. C. Cavalcanti; Edson C. B. Carvalho Filho
[CLEI] Conferencia Latinoamericana de Informática
2005

Um sistema de verificação de identidade pessoal através de dinâmica da digitação

George D. C. Cavalcanti; Eggo Pinheiro; Edson C. B. Carvalho Filho
Encontro Nacional de Inteligência Artificial
2005

Investigação de esquemas de combinação de classificadores para sistemas de reconhecimento de faces

Ítalo C. S. Belo; George D. C. Cavalcanti
Jornada de Iniciação Científica da FACEPE
2005

Investigação de esquemas de combinação de características para sistemas de reconhecimento de faces

Bruno S. Q. Lima; George D. C. Cavalcanti
Jornada de Iniciação Científica da FACEPE
2005

Investigação de Esquemas de Combinação de Características para Sistemas de Reconhecimento de Faces

Bruno S. Q. Lima; George D. C. Cavalcanti
[IV] Jornada de Iniciação Científica da FIR
2005

Análise de Classificadores e Extratores de Características Aplicados ao Reconhecimento de Faces

Ítalo C. S. Belo; George D. C. Cavalcanti
[IV] Jornada de Iniciação Científica da FIR
2005

Extração de características locais para sistemas de reconhecimento de faces

Bruno S. Q. Lima; Ítalo C. S. Belo; George D. C. Cavalcanti
Reunião Anual da SBPC
2004

Uma Plataforma Computacional para o Reconhecimento de Faces usando Abordagem Estatística

Ítalo C. S. Belo; George D. C. Cavalcanti
Jornada de Iniciação Científica da FACEPE
2004

Implementação de um Sistema Reconhecedor de Faces através da Análise de Componentes Principais

Ítalo C. S. Belo; George D. C. Cavalcanti
Jornada de Iniciação Científica da FIR
2004

Protein secondary structure prediction: efficient neural network and feature extraction approaches

Jeane C. B. Melo; George D. C. Cavalcanti; Katia S. Guimarães
Electronics Letters
2004

Extraindo Informações Locais para Sistemas Biométricos de Reconhecimento Facial

Bruno S. Q. Lima; Ítalo C. S. Belo; George D. C. Cavalcanti
Jornada de Iniciação Científica da FIR
2004

Auto-Associative Neural Networks and Eigenbands Fusion for Frontal Face Verification

George D. C. Cavalcanti; Cristiano S. Pereira; Edson C. B. Carvalho Filho
Brazilian Symposium on Artificial Neural Networks
2003

Um sistema multibiométrico para identificação pessoal usando características físicas e comportamentais

George D. C. Cavalcanti; Edson C. B. Carvalho Filho
[IV] IV Encontro Nacional de Inteligência Artificial
2003

Extração Automática de Características Faciais através de Detectores de Bordas

George D. C. Cavalcanti; Ítalo C. S. Belo; Juliana W. O. Rocha
Jornada de Iniciação Científica da FIR
2003

Reconhecimento de Caracteres Cursivos Usando Momentos Invariantes

Cristiano S. Pereira; George D. C. Cavalcanti
Jornada de Iniciação Científica da FIR
2003

Protein Secondary Structure Prediction With ICA Feature Extraction

Jeane C. B. Melo; George D. C. Cavalcanti; Katia S. Guimarães
International Workshop on Neural Networks for Signal Processing
2003

PCA Feature Extraction for Protein Structure Prediction

Jeane C. B. Melo; George D. C. Cavalcanti; Katia S. Guimarães
[IJCNN] 2003 International Joint Conference on Neural Networks
2003

Eigenbands Fusion for Face Recognition

George D. C. Cavalcanti; Edson C. B. Carvalho Filho
[ICIP] IEEE International Conference on Image Processing
2003

Uma Abordagem Híbrida Combinando Wavelet e PCA para o Reconhecimento de Faces

Tiago A. E. Ferreira; George D. C. Cavalcanti
Jornada de Iniciação Científica da FIR
2003

Combining few Neural Networks for Effective Secondary Structure Prediction

Katia S. Guimarães; Jeane C. B. Melo; George D. C. Cavalcanti
[BIBE] IEEE Symposium on Bioinformatics and Bioengineering (BIBE)
2002

Verificação off-line de assinaturas de tamanhos diferentes

George D. C. Cavalcanti; Rodrigo C. Dória; Paulo J. L. Adeodato; Edson C. B. Carvalho Filho
VII Brazilian Symposium on Neural Network
2002

Feature selection for off-line recognition of different size signatures

George D. C. Cavalcanti; Rodrigo C. Dória; Edson C. B. Carvalho Filho
International Workshop on Neural Networks for Signal Processing (NNSP)
2002

An Architecture for Document Management

George D. C. Cavalcanti; Edson C. B. Carvalho Filho
[ICIP] IEEE International Conference on Image Processing (ICIP)
2002

Simple and Efficient Secondary Structure Prediction

Katia S. Guimarães; Jeane C. B. Melo; George D. C. Cavalcanti
European Conference on Computational Biology 2002
1999

Neural network based automatic target processing and recognition

Germano C. Vasconcelos; Paulo J. L. Adeodato; Edson C. B. Carvalho Filho; Eduardo A. Sodré; George D. C. Cavalcanti
International Conference on Image Processing and its Applications
1998

SAPRI: Um sistema integrado baseado em redes neurais para o reconhecimento automático de alvos.

Eduardo A. Sodré; Germano C. Vasconcelos; George D. C. Cavalcanti; Paulo J. L. Adeodato
Simpósio Brasileiro de Redes Neurais
gdcc

George Darmiton da Cunha Cavalcanti

Professor Titular

Visão Computacional, Realidade Virtual e Aumentada
Reconhecimento de Padrões e Processamento de Sinais
Inteligência Computacional
Aprendizagem de Máquina e Mineração
Link para o site pessoal de George Darmiton da Cunha Cavalcanti
Link para o perfil do lattes de George Darmiton da Cunha Cavalcanti
Link para o perfil do Scholar de George Darmiton da Cunha Cavalcanti
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Link para o perfil do sigaa de George Darmiton da Cunha Cavalcanti
E-mail
gdcc@cin.ufpe.br
Telefone
+55 81 2126-8430 R:4346
Sala
B201
•Publicações
Publicações
•Patentes
Patentes
•Projetos
Projetos
•Orientações Acadêmicas
Orientações
gdcc

George Darmiton da Cunha Cavalcanti

Professor Titular

Visão Computacional, Realidade Virtual e Aumentada
Reconhecimento de Padrões e Processamento de Sinais
Inteligência Computacional
Aprendizagem de Máquina e Mineração
Link para o site pessoal de George Darmiton da Cunha Cavalcanti
Link para o perfil do lattes de George Darmiton da Cunha Cavalcanti
Link para o perfil do Scholar de George Darmiton da Cunha Cavalcanti
Link para o perfil do LinkedIn de George Darmiton da Cunha Cavalcanti
Link para o perfil do ORCID de George Darmiton da Cunha Cavalcanti
Link para o perfil do DBLP de George Darmiton da Cunha Cavalcanti
Link para o perfil do sigaa de George Darmiton da Cunha Cavalcanti
E-mail
gdcc@cin.ufpe.br
Telefone
+55 81 2126-8430 R:4346
Sala
B201
•Publicações
Publicações
•Patentes
Patentes
•Projetos
Projetos
•Orientações Acadêmicas
Orientações