George D. C. Cavalcanti
Orcid: 0000-0001-7714-2283
According to our database1,
George D. C. Cavalcanti
authored at least 197 papers
between 2002 and 2024.
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Bibliography
2024
A dynamic multiple classifier system using graph neural network for high dimensional overlapped data.
Inf. Fusion, March, 2024
Neural Comput. Appl., February, 2024
Neural Comput. Appl., February, 2024
Artif. Intell. Rev., 2024
2023
Security Relevant Methods of Android's API Classification: A Machine Learning Empirical Evaluation.
IEEE Trans. Computers, November, 2023
A hybrid system based on ensemble learning to model residuals for time series forecasting.
Inf. Sci., November, 2023
Cancer Identification in Enteric Nervous System Preclinical Images Using Handcrafted and Automatic Learned Features.
Neural Process. Lett., October, 2023
Appl. Soft Comput., January, 2023
IEEE Access, 2023
Proceedings of the IEEE International Conference on Systems, Man, and Cybernetics, 2023
GNN-DES: A New End-to-End Dynamic Ensemble Selection Method Based on Multi-label Graph Neural Network.
Proceedings of the Graph-Based Representations in Pattern Recognition, 2023
2022
COVID-19 Detection on Chest X-ray and CT Scan: A Review of the Top-100 Most Cited Papers.
Sensors, 2022
Selecting and combining complementary feature representations and classifiers for hate speech detection.
Online Soc. Networks Media, 2022
Inf. Fusion, 2022
Intell. Data Anal., 2022
Unintended bias evaluation: An analysis of hate speech detection and gender bias mitigation on social media using ensemble learning.
Expert Syst. Appl., 2022
Proceedings of the International Joint Conference on Neural Networks, 2022
Ensemble of Convolutional Neural Networks for Sparse-View Cone-Beam Computed Tomography.
Proceedings of the International Joint Conference on Neural Networks, 2022
2021
Impact of Lung Segmentation on the Diagnosis and Explanation of COVID-19 in Chest X-ray Images.
Sensors, 2021
Pattern Recognit. Lett., 2021
Dynamic selection and combination of one-class classifiers for multi-class classification.
Knowl. Based Syst., 2021
A Dynamic Predictor Selection Method Based on Recent Temporal Windows for Time Series Forecasting.
IEEE Access, 2021
Grave Artifacts in Image Inpainting: Investigating the Causes and Untangling the Factors.
IEEE Access, 2021
Proceedings of the 2021 IEEE International Conference on Systems, Man, and Cybernetics, 2021
The Gated Recurrent Conditional Generative Adversarial Network (GRC-GAN): application to denoising of low-dose CT images.
Proceedings of the 34th SIBGRAPI Conference on Graphics, Patterns and Images, 2021
2020
Knowl. Based Syst., 2020
Expert Syst. Appl., 2020
Proceedings of the 2020 IEEE International Conference on Systems, Man, and Cybernetics, 2020
Proceedings of the 2020 IEEE International Conference on Systems, Man, and Cybernetics, 2020
Proceedings of the 2020 International Joint Conference on Neural Networks, 2020
Proceedings of the 2020 International Joint Conference on Neural Networks, 2020
Proceedings of the IEEE Congress on Evolutionary Computation, 2020
2019
Pattern Recognit., 2019
FIRE-DES++: Enhanced online pruning of base classifiers for dynamic ensemble selection.
Pattern Recognit., 2019
Data-driven Feature Selection Methods for Text Classification: an Empirical Evaluation.
J. Univers. Comput. Sci., 2019
Dynamic Ensemble Selection and Data Preprocessing for Multi-Class Imbalance Learning.
Int. J. Pattern Recognit. Artif. Intell., 2019
Appl. Soft Comput., 2019
Proceedings of the 90th IEEE Vehicular Technology Conference, 2019
Proceedings of the International Conference on Systems, Signals and Image Processing, 2019
Proceedings of the International Joint Conference on Neural Networks, 2019
Proceedings of the International Joint Conference on Neural Networks, 2019
2018
Neural Comput. Appl., 2018
A study on combining dynamic selection and data preprocessing for imbalance learning.
Neurocomputing, 2018
Comput. Speech Lang., 2018
ICPRAI 2018 SI: On dynamic ensemble selection and data preprocessing for multi-class imbalance learning.
CoRR, 2018
CoRR, 2018
CoRR, 2018
On dynamic ensemble selection and data preprocessing for multi-class imbalance learning.
CoRR, 2018
Proceedings of the 2018 International Joint Conference on Neural Networks, 2018
Improving the accuracy of intelligent forecasting models using the Perturbation Theory.
Proceedings of the 2018 International Joint Conference on Neural Networks, 2018
Proceedings of the 2018 International Joint Conference on Neural Networks, 2018
Proceedings of the 2018 International Joint Conference on Neural Networks, 2018
Proceedings of the 7th Brazilian Conference on Intelligent Systems, 2018
2017
Pattern Recognit. Lett., 2017
Pattern Recognit., 2017
Neural Networks, 2017
Principal Component Analysis for Supervised Learning: a minimum classification error approach.
J. Inf. Data Manag., 2017
Inf. Fusion, 2017
Comput. Electron. Agric., 2017
Dynamic ensemble selection VS K-NN: Why and when dynamic selection obtains higher classification performance?
Proceedings of the Seventh International Conference on Image Processing Theory, 2017
Proceedings of the 2017 International Joint Conference on Neural Networks, 2017
Analyzing different prototype selection techniques for dynamic classifier and ensemble selection.
Proceedings of the 2017 International Joint Conference on Neural Networks, 2017
Proceedings of the 2017 IEEE International Conference on Acoustics, 2017
Proceedings of the 2017 IEEE International Conference on Acoustics, 2017
2016
Neurocomputing, 2016
An approach using support vector regression for mobile location in cellular networks.
Comput. Networks, 2016
A prediction classifier architecture to forecast device status on smart environments.
Proceedings of the 2016 IEEE International Conference on Systems, Man, and Cybernetics, 2016
Proceedings of the 2016 International Joint Conference on Neural Networks, 2016
Proceedings of the 2016 International Joint Conference on Neural Networks, 2016
Meta-regression based pool size prediction scheme for dynamic selection of classifiers.
Proceedings of the 23rd International Conference on Pattern Recognition, 2016
Type-2 fuzzy GMM for text-independent speaker verification under unseen noise conditions.
Proceedings of the 2016 IEEE International Conference on Acoustics, 2016
A Method for Automatic Determination of the Feature Vector Size for Text Categorization.
Proceedings of the 5th Brazilian Conference on Intelligent Systems, 2016
Proceedings of the 5th Brazilian Conference on Intelligent Systems, 2016
2015
Pattern Recognit., 2015
Expert Syst. Appl., 2015
A DEEP analysis of the META-DES framework for dynamic selection of ensemble of classifiers.
CoRR, 2015
Proceedings of the 2015 International Joint Conference on Neural Networks, 2015
Proceedings of the 2015 International Joint Conference on Neural Networks, 2015
META-DES.H: A Dynamic Ensemble Selection technique using meta-learning and a dynamic weighting approach.
Proceedings of the 2015 International Joint Conference on Neural Networks, 2015
Proceedings of the 2015 IEEE International Conference on Image Processing, 2015
Proceedings of the 2015 IEEE International Conference on Image Processing, 2015
Proceedings of the 2015 Brazilian Conference on Intelligent Systems, 2015
Proceedings of the 2015 Brazilian Conference on Intelligent Systems, 2015
2014
Integr. Comput. Aided Eng., 2014
Eng. Appl. Artif. Intell., 2014
Proceedings of the 2014 IEEE International Conference on Systems, Man, and Cybernetics, 2014
Proceedings of the 27th SIBGRAPI Conference on Graphics, Patterns and Images, 2014
A modular neural network architecture that selects a different set of features per module.
Proceedings of the 2014 International Joint Conference on Neural Networks, 2014
Type-2 Fuzzy GMMs for Robust Text-Independent Speaker Verification in Noisy Environments.
Proceedings of the 22nd International Conference on Pattern Recognition, 2014
Proceedings of the 22nd International Conference on Pattern Recognition, 2014
Proceedings of the 2014 IEEE International Conference on Image Processing, 2014
Proceedings of the Artificial Neural Networks in Pattern Recognition, 2014
2013
IEEE Trans. Cybern., 2013
Expert Syst. Appl., 2013
AutoAssociative Pyramidal Neural Network for one class pattern classification with implicit feature extraction.
Expert Syst. Appl., 2013
Feature representation selection based on Classifier Projection Space and Oracle analysis.
Expert Syst. Appl., 2013
Expert Syst. Appl., 2013
Expert Syst. Appl., 2013
Proceedings of the IEEE International Conference on Systems, 2013
Proceedings of the IEEE International Conference on Systems, 2013
Proceedings of the IEEE International Conference on Systems, 2013
A Combined Features Approach for Speaker Segmentation Using BIC and Artificial Neural Networks.
Proceedings of the IEEE International Conference on Systems, 2013
Proceedings of the 2013 International Joint Conference on Neural Networks, 2013
Proceedings of the 2013 International Joint Conference on Neural Networks, 2013
Hybrid Feature Selection and Weighting Method Based on Binary Particle Swarm Optimization.
Proceedings of the 25th IEEE International Conference on Tools with Artificial Intelligence, 2013
Proceedings of the 25th IEEE International Conference on Tools with Artificial Intelligence, 2013
Proceedings of the IEEE International Conference on Acoustics, 2013
2012
Expert Syst. Appl., 2012
Proceedings of the IEEE International Conference on Systems, Man, and Cybernetics, 2012
Proceedings of the IEEE International Conference on Systems, Man, and Cybernetics, 2012
Proceedings of the IEEE International Conference on Systems, Man, and Cybernetics, 2012
Proceedings of the IEEE International Conference on Systems, Man, and Cybernetics, 2012
Proceedings of the IEEE International Conference on Systems, Man, and Cybernetics, 2012
MLPBoost: A combined AdaBoost / multi-layer perceptron network approach for face detection.
Proceedings of the IEEE International Conference on Systems, Man, and Cybernetics, 2012
Proceedings of the IEEE International Conference on Systems, Man, and Cybernetics, 2012
Proceedings of the IEEE International Conference on Systems, Man, and Cybernetics, 2012
Proceedings of the 2012 International Joint Conference on Neural Networks (IJCNN), 2012
Proceedings of the 2012 International Joint Conference on Neural Networks (IJCNN), 2012
Proceedings of the Intelligent Data Engineering and Automated Learning - IDEAL 2012, 2012
A Hybrid GMM Speaker Verification System for Mobile Devices in Variable Environments.
Proceedings of the Intelligent Data Engineering and Automated Learning - IDEAL 2012, 2012
Proceedings of the Intelligent Data Engineering and Automated Learning - IDEAL 2012, 2012
Face Detection under Illumination Variance Using Combined AdaBoost and Gradientfaces.
Proceedings of the Intelligent Data Engineering and Automated Learning - IDEAL 2012, 2012
Proceedings of the Intelligent Data Engineering and Automated Learning - IDEAL 2012, 2012
Proceedings of the IEEE 24th International Conference on Tools with Artificial Intelligence, 2012
Proceedings of the IEEE 24th International Conference on Tools with Artificial Intelligence, 2012
Competence Enhancement for Nearest Neighbor Classification Rule by Ranking-Based Instance Selection.
Proceedings of the IEEE 24th International Conference on Tools with Artificial Intelligence, 2012
Proceedings of the IEEE 24th International Conference on Tools with Artificial Intelligence, 2012
Proceedings of the IEEE 24th International Conference on Tools with Artificial Intelligence, 2012
Proceedings of the IEEE 24th International Conference on Tools with Artificial Intelligence, 2012
Data Complexity Measures and Nearest Neighbor Classifiers: A Practical Analysis for Meta-learning.
Proceedings of the IEEE 24th International Conference on Tools with Artificial Intelligence, 2012
Proceedings of the IEEE 24th International Conference on Tools with Artificial Intelligence, 2012
Retinal vessel segmentation using Average of Synthetic Exact Filters and Hessian matrix.
Proceedings of the 19th IEEE International Conference on Image Processing, 2012
Proceedings of the 19th IEEE International Conference on Image Processing, 2012
2011
Proceedings of the 2011 International Joint Conference on Neural Networks, 2011
Proceedings of the 2011 International Joint Conference on Neural Networks, 2011
Proceedings of the 2011 International Joint Conference on Neural Networks, 2011
A simulation environment for volatility analysis of developed and in development markets.
Proceedings of the 2011 International Joint Conference on Neural Networks, 2011
Proceedings of the 2011 International Joint Conference on Neural Networks, 2011
Proceedings of the 2011 International Joint Conference on Neural Networks, 2011
A method for dynamic ensemble selection based on a filter and an adaptive distance to improve the quality of the regions of competence.
Proceedings of the 2011 International Joint Conference on Neural Networks, 2011
Proceedings of the 2011 International Joint Conference on Neural Networks, 2011
Proceedings of the 18th IEEE International Conference on Image Processing, 2011
A robust feature extraction algorithm based on class-Modular Image Principal Component Analysis for face verification.
Proceedings of the IEEE International Conference on Acoustics, 2011
Document image retrieval with morphology-based segmentation and features combination.
Proceedings of the Document Recognition and Retrieval XVIII, 2011
Multiple Line Skew Estimation of Handwritten Images of Documents Based on a Visual Perception Approach.
Proceedings of the Computer Analysis of Images and Patterns, 2011
2010
Fast and robust skew estimation of scanned documents through background area information.
Pattern Recognit. Lett., 2010
Does the affinity matrix influence the performance of the Locality Preserving Projection algorithm?
Proceedings of the IEEE International Conference on Systems, 2010
Improving financial time series prediction using exogenous series and neural networks committees.
Proceedings of the International Joint Conference on Neural Networks, 2010
Proceedings of the International Joint Conference on Neural Networks, 2010
An ensemble classifier for offline cursive character recognition using multiple feature extraction techniques.
Proceedings of the International Joint Conference on Neural Networks, 2010
Proceedings of the International Joint Conference on Neural Networks, 2010
Off-line Signature Verification: An Approach Based on Combining Distances and One-class Classifiers.
Proceedings of the 22nd IEEE International Conference on Tools with Artificial Intelligence, 2010
Proceedings of the 22nd IEEE International Conference on Tools with Artificial Intelligence, 2010
Proceedings of the 22nd IEEE International Conference on Tools with Artificial Intelligence, 2010
Proceedings of the IEEE International Conference on Acoustics, 2010
Proceedings of the IEEE International Conference on Acoustics, 2010
Proceedings of the IEEE Congress on Evolutionary Computation, 2010
2009
Proceedings of the International Joint Conference on Neural Networks, 2009
Financial time series prediction using exogenous series and combined neural networks.
Proceedings of the International Joint Conference on Neural Networks, 2009
Proceedings of the International Joint Conference on Neural Networks, 2009
Proceedings of the International Joint Conference on Neural Networks, 2009
Proceedings of the International Joint Conference on Neural Networks, 2009
Proceedings of the 10th International Conference on Document Analysis and Recognition, 2009
Proceedings of the 10th International Conference on Document Analysis and Recognition, 2009
2008
Proceedings of the SIBGRAPI 2008, 2008
Proceedings of the 10th Brazilian Symposium on Neural Networks (SBRN 2008), 2008
Prototype selection: Combining self-generating prototypes and Gaussian mixtures for pattern classification.
Proceedings of the International Joint Conference on Neural Networks, 2008
An Artificial Neural Network approach for user class-dependent off-line sentence segmentation.
Proceedings of the International Joint Conference on Neural Networks, 2008
Combining global optimization algorithms with a simple adaptive distance for feature selection and weighting.
Proceedings of the International Joint Conference on Neural Networks, 2008
Proceedings of the 20th IEEE International Conference on Tools with Artificial Intelligence (ICTAI 2008), 2008
Proceedings of the 8th International Conference on Hybrid Intelligent Systems (HIS 2008), 2008
Classification and Segmentation of Visual Patterns Based on Receptive and Inhibitory Fields.
Proceedings of the 8th International Conference on Hybrid Intelligent Systems (HIS 2008), 2008
2007
Analysis of mammogram using self-organizing neural networks based on spatial isomorphism.
Proceedings of the International Joint Conference on Neural Networks, 2007
Hybrid Solution for the Feature Selection in Personal Identification Problems through Keystroke Dynamics.
Proceedings of the International Joint Conference on Neural Networks, 2007
An Approach to Improve Accuracy Rate of On-line Signature Verification Systems of Different Sizes.
Proceedings of the 9th International Conference on Document Analysis and Recognition (ICDAR 2007), 2007
An approach to feature selection for keystroke dynamics systems based on PSO and feature weighting.
Proceedings of the IEEE Congress on Evolutionary Computation, 2007
2006
Proceedings of the International Joint Conference on Neural Networks, 2006
Proceedings of the International Conference on Image Processing, 2006
2003
Proceedings of the NNSP 2003, 2003
Proceedings of the 2003 International Conference on Image Processing, 2003
Proceedings of the 3rd IEEE International Symposium on BioInformatics and BioEngineering (BIBE 2003), 2003
2002
Proceedings of the 12th IEEE Workshop on Neural Networks for Signal Processing, 2002
Proceedings of the 2002 International Conference on Image Processing, 2002