João Paulo Papa
Orcid: 0000-0002-6494-7514
According to our database1,
João Paulo Papa
authored at least 327 papers
between 2007 and 2024.
Collaborative distances:
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Bibliography
2024
CoRR, 2024
Introducing Bode: A Fine-Tuned Large Language Model for Portuguese Prompt-Based Task.
CoRR, 2024
Convolutional Neural Networks and Image Patches for Lithological Classification of Brazilian Pre-Salt Rocks.
Proceedings of the 19th International Joint Conference on Computer Vision, 2024
Strategies for Classifier Selection Based on Genetic Programming for Multimedia Data Recognition.
Proceedings of the 19th International Joint Conference on Computer Vision, 2024
Proceedings of the 19th International Joint Conference on Computer Vision, 2024
Proceedings of the 19th International Joint Conference on Computer Vision, 2024
Proceedings of the 16th International Conference on Computational Processing of Portuguese, 2024
Text Summarization and Temporal Learning Models Applied to Portuguese Fake News Detection in a Novel Brazilian Corpus Dataset.
Proceedings of the 16th International Conference on Computational Processing of Portuguese, 2024
2023
Neural Comput. Appl., October, 2023
Tabular data augmentation for video-based detection of hypomimia in Parkinson's disease.
Comput. Methods Programs Biomed., October, 2023
PL-kNN: A Python-based implementation of a parameterless k-Nearest Neighbors classifier.
Softw. Impacts, March, 2023
Canonical cortical graph neural networks and its application for speech enhancement in audio-visual hearing aids.
Neurocomputing, March, 2023
Error-Correcting Mean-Teacher: Corrections instead of consistency-targets applied to semi-supervised medical image segmentation.
Comput. Biol. Medicine, March, 2023
TITAN: A LighTweIght Temporal Attention Network for Remote Sensing Image Change Detection.
IEEE Geosci. Remote. Sens. Lett., 2023
Multimodal audio-visual information fusion using canonical-correlated Graph Neural Network for energy-efficient speech enhancement.
Inf. Fusion, 2023
A Comprehensive Survey on Ensemble Learning-Based Intrusion Detection Approaches in Computer Networks.
IEEE Access, 2023
Extractive Text Summarization Using Generalized Additive Models with Interactions for Sentence Selection.
Proceedings of the 18th International Joint Conference on Computer Vision, 2023
Proceedings of the 18th International Joint Conference on Computer Vision, 2023
Proceedings of the 18th International Joint Conference on Computer Vision, 2023
Proceedings of the 18th International Joint Conference on Computer Vision, 2023
Proceedings of the 18th International Joint Conference on Computer Vision, 2023
Proceedings of the 30th International Conference on Systems, Signals and Image Processing, 2023
Temporal Dengue Outbreak Prediction from Climatic Variables using Finite Element Machines for Regression.
Proceedings of the 30th International Conference on Systems, Signals and Image Processing, 2023
Proceedings of the 30th International Conference on Systems, Signals and Image Processing, 2023
A Historic-Best Particle Swarm Optimization Approach for Trust-based Routing in Smart Grid Networks.
Proceedings of the 30th International Conference on Systems, Signals and Image Processing, 2023
Proceedings of the Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications, 2023
Proceedings of the Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications, 2023
Proceedings of the Intelligent Systems - 12th Brazilian Conference, 2023
Feature Selection and Hyperparameter Fine-Tuning in Artificial Neural Networks for Wood Quality Classification.
Proceedings of the Intelligent Systems - 12th Brazilian Conference, 2023
2022
Avoiding Overfitting: A Survey on Regularization Methods for Convolutional Neural Networks.
ACM Comput. Surv., January, 2022
IEEE Trans. Emerg. Top. Comput. Intell., 2022
Soft Comput., 2022
EEG Channel Selection Based User Identification via Improved Flower Pollination Algorithm.
Sensors, 2022
J. Vis. Commun. Image Represent., 2022
Int. J. Neural Syst., 2022
Neighbour-based bag-of-samplings for person identification through handwritten dynamics and convolutional neural networks.
Expert Syst. J. Knowl. Eng., 2022
Canonical Cortical Graph Neural Networks and its Application for Speech Enhancement in Future Audio-Visual Hearing Aids.
CoRR, 2022
Which Generative Adversarial Network Yields High-Quality Synthetic Medical Images: Investigation Using AMD Image Datasets.
CoRR, 2022
CoRR, 2022
A Multimodal Canonical-Correlated Graph Neural Network for Energy-Efficient Speech Enhancement.
CoRR, 2022
Comparative Study Between Distance Measures On Supervised Optimum-Path Forest Classification.
CoRR, 2022
Comput. Methods Programs Biomed., 2022
IEEE Access, 2022
Proceedings of the IEEE International Conference on Systems, Man, and Cybernetics, 2022
Collaborative Filtering Matches Decision Templates: A Practical Approach to Estimate Predictions.
Proceedings of the 35th SIBGRAPI Conference on Graphics, Patterns and Images, 2022
Proceedings of the 35th SIBGRAPI Conference on Graphics, Patterns and Images, 2022
Multiclass Oversampling via Optimum-Path Forest for Tree Species Classification from Street-view Perspectives.
Proceedings of the 35th SIBGRAPI Conference on Graphics, Patterns and Images, 2022
PetroBERT: A Domain Adaptation Language Model for Oil and Gas Applications in Portuguese.
Proceedings of the Computational Processing of the Portuguese Language, 2022
Proceedings of the Computational Processing of the Portuguese Language, 2022
Proceedings of the 29th International Conference on Systems, Signals and Image Processing, 2022
From Network Package Flow to Images: How to Accurately Detect Anomalies in Computer Networks.
Proceedings of the 29th International Conference on Systems, Signals and Image Processing, 2022
Proceedings of the 29th International Conference on Systems, Signals and Image Processing, 2022
Proceedings of the 26th International Conference on Pattern Recognition, 2022
Proceedings of the 2022 IEEE International Conference on Image Processing, 2022
MaxDropoutV2: An Improved Method to Drop Out Neurons in Convolutional Neural Networks.
Proceedings of the Pattern Recognition and Image Analysis - 10th Iberian Conference, 2022
Proceedings of the Pattern Recognition and Image Analysis - 10th Iberian Conference, 2022
Proceedings of the Intelligent Systems - 11th Brazilian Conference, 2022
2021
Pattern Recognit., 2021
Learning Visual Representations with Optimum-Path Forest and its Applications to Barrett's Esophagus and Adenocarcinoma Diagnosis.
CoRR, 2021
CoRR, 2021
CoRR, 2021
An incremental Optimum-Path Forest classifier and its application to non-technical losses identification.
Comput. Electr. Eng., 2021
Predicting on multi-target regression for the yield of sweet potato by the market class of its roots upon vegetation indices.
Comput. Electron. Agric., 2021
Convolutional Neural Networks for the evaluation of cancer in Barrett's esophagus: Explainable AI to lighten up the black-box.
Comput. Biol. Medicine, 2021
Appl. Soft Comput., 2021
Proceedings of the IEEE Symposium Series on Computational Intelligence, 2021
From Actions to Events: A Transfer Learning Approach Using Improved Deep Belief Networks.
Proceedings of the IEEE Symposium Series on Computational Intelligence, 2021
Proceedings of the IEEE Symposium Series on Computational Intelligence, 2021
Improving Transferability of Domain Adaptation Networks Through Domain Alignment Layers.
Proceedings of the 34th SIBGRAPI Conference on Graphics, Patterns and Images, 2021
Enhancing Shallow Neural Networks Through Fourier-based Information Fusion for Stroke Classification.
Proceedings of the 34th SIBGRAPI Conference on Graphics, Patterns and Images, 2021
Proceedings of the 34th SIBGRAPI Conference on Graphics, Patterns and Images, 2021
DDIPNet and DDIPNet+: Discriminant Deep Image Prior Networks for Remote Sensing Image Classification.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021
Proceedings of the Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications, 2021
Enhancing Hyper-to-Real Space Projections Through Euclidean Norm Meta-heuristic Optimization.
Proceedings of the Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications, 2021
Fine-tuning Generative Adversarial Networks using Metaheuristics - A Case Study on Barrett's Esophagus Identification.
Proceedings of the Bildverarbeitung für die Medizin 2021, 2021
Proceedings of the Bildverarbeitung für die Medizin 2021, 2021
Proceedings of the Findings of the Association for Computational Linguistics: ACL/IJCNLP 2021, 2021
2020
Proceedings of the Nature-Inspired Computation in Data Mining and Machine Learning, 2020
On the Assessment of Nature-Inspired Meta-Heuristic Optimization Techniques to Fine-Tune Deep Belief Networks.
Proceedings of the Deep Neural Evolution - Deep Learning with Evolutionary Computation, 2020
IEEE Trans. Fuzzy Syst., 2020
SN Comput. Sci., 2020
Regression-based finite element machines for reliability modeling of downhole safety valves.
Reliab. Eng. Syst. Saf., 2020
Learning visual representations with optimum-path forest and its applications to Barrett's esophagus and adenocarcinoma diagnosis.
Neural Comput. Appl., 2020
Multim. Tools Appl., 2020
J. Vis. Commun. Image Represent., 2020
An efficient parallel implementation for training supervised optimum-path forest classifiers.
Neurocomputing, 2020
A Novel Siamese-Based Approach for Scene Change Detection With Applications to Obstructed Routes in Hazardous Environments.
IEEE Intell. Syst., 2020
Expert Syst. J. Knowl. Eng., 2020
Comput. methods Biomech. Biomed. Eng. Imaging Vis., 2020
Assisting Barrett's esophagus identification using endoscopic data augmentation based on Generative Adversarial Networks.
Comput. Biol. Medicine, 2020
Appl. Soft Comput., 2020
Appl. Soft Comput., 2020
Appl. Soft Comput., 2020
A critical literature survey and prospects on tampering and anomaly detection in image data.
Appl. Soft Comput., 2020
Manifold Learning-based Clustering Approach Applied to Anomaly Detection in Surveillance Videos.
Proceedings of the 15th International Joint Conference on Computer Vision, 2020
Scene Change Detection Using Multiscale Cascade Residual Convolutional Neural Networks.
Proceedings of the 33rd SIBGRAPI Conference on Graphics, Patterns and Images, 2020
Proceedings of the 33rd SIBGRAPI Conference on Graphics, Patterns and Images, 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 25th International Conference on Pattern Recognition, 2020
Proceedings of the 25th International Conference on Pattern Recognition, 2020
Creating Classifier Ensembles through Meta-heuristic Algorithms for Aerial Scene Classification.
Proceedings of the 25th International Conference on Pattern Recognition, 2020
Proceedings of the Computational Science - ICCS 2020, 2020
A Layer-Wise Information Reinforcement Approach to Improve Learning in Deep Belief Networks.
Proceedings of the Artificial Intelligence and Soft Computing, 2020
Proceedings of the Artificial Intelligence and Soft Computing, 2020
Machine Learning for Web Intrusion Detection: A Comparative Analysis of Feature Selection Methods mRMR and PFI.
Proceedings of the Artificial Intelligence and Soft Computing, 2020
Proceedings of the Computer Vision - ECCV 2020, 2020
Proceedings of the IEEE Congress on Evolutionary Computation, 2020
Fine-Tuning Temperatures in Restricted Boltzmann Machines Using Meta-Heuristic Optimization.
Proceedings of the IEEE Congress on Evolutionary Computation, 2020
Proceedings of the 33rd IEEE International Symposium on Computer-Based Medical Systems, 2020
Proceedings of the 33rd IEEE International Symposium on Computer-Based Medical Systems, 2020
Proceedings of the Intelligent Systems - 9th Brazilian Conference, 2020
2019
IEEE Trans. Smart Grid, 2019
Pattern Recognit. Lett., 2019
Improving optimum-path forest learning using bag-of-classifiers and confidence measures.
Pattern Anal. Appl., 2019
IEEE Netw., 2019
Automatic identification of epileptic EEG signals through binary magnetic optimization algorithms.
Neural Comput. Appl., 2019
Automated recognition of lung diseases in CT images based on the optimum-path forest classifier.
Neural Comput. Appl., 2019
J. Vis. Commun. Image Represent., 2019
J. Artif. Intell. Soft Comput. Res., 2019
Fine-tuning restricted Boltzmann machines using quaternions and its application for spam detection.
IET Networks, 2019
Future Gener. Comput. Syst., 2019
Future Gener. Comput. Syst., 2019
Internet of Things: A survey on machine learning-based intrusion detection approaches.
Comput. Networks, 2019
Semi-supervised learning with convolutional neural networks for UAV images automatic recognition.
Comput. Electron. Agric., 2019
Bag of Samplings for computer-assisted Parkinson's disease diagnosis based on Recurrent Neural Networks.
Comput. Biol. Medicine, 2019
Comput. Biol. Medicine, 2019
Artif. Intell. Medicine, 2019
Proceedings of the 32nd SIBGRAPI Conference on Graphics, Patterns and Images, 2019
Proceedings of the International Joint Conference on Neural Networks, 2019
Proceedings of the International Joint Conference on Neural Networks, 2019
Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2019 - 28th International Conference on Artificial Neural Networks, Munich, Germany, September 17-19, 2019, Proceedings, 2019
Proceedings of the Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications, 2019
Proceedings of the IEEE Congress on Evolutionary Computation, 2019
2018
On the Study of Commercial Losses in Brazil: A Binary Black Hole Algorithm for Theft Characterization.
IEEE Trans. Smart Grid, 2018
Handling dropout probability estimation in convolution neural networks using meta-heuristics.
Soft Comput., 2018
Computational methods for pigmented skin lesion classification in images: review and future trends.
Neural Comput. Appl., 2018
Neural Comput. Appl., 2018
Inf. Sci., 2018
Comput. Geosci., 2018
Comput. methods Biomech. Biomed. Eng. Imaging Vis., 2018
Comput. Electr. Eng., 2018
Automatic classification of plant electrophysiological responses to environmental stimuli using machine learning and interval arithmetic.
Comput. Electron. Agric., 2018
Comput. Biol. Medicine, 2018
Handwritten dynamics assessment through convolutional neural networks: An application to Parkinson's disease identification.
Artif. Intell. Medicine, 2018
EEG Feature Extraction for Person Identification Using Wavelet Decomposition and Multi-Objective Flower Pollination Algorithm.
IEEE Access, 2018
Proceedings of the 31st SIBGRAPI Conference on Graphics, Patterns and Images, 2018
Proceedings of the 31st SIBGRAPI Conference on Graphics, Patterns and Images, 2018
Proceedings of the 31st SIBGRAPI Conference on Graphics, Patterns and Images, 2018
Proceedings of the 12th IEEE International Symposium on Applied Computational Intelligence and Informatics, 2018
Proceedings of the 12th IEEE International Symposium on Applied Computational Intelligence and Informatics, 2018
Proceedings of the 12th IEEE International Symposium on Applied Computational Intelligence and Informatics, 2018
Proceedings of the 12th IEEE International Symposium on Applied Computational Intelligence and Informatics, 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 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018
Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018
Proceedings of the 24th International Conference on Pattern Recognition, 2018
Proceedings of the 2018 IEEE Congress on Evolutionary Computation, 2018
Efficient Width-Extended Convolutional Neural Network for Robust Face Spoofing Detection.
Proceedings of the 7th Brazilian Conference on Intelligent Systems, 2018
2017
IEEE Trans. Circuits Syst. II Express Briefs, 2017
An Ensemble-Based Stacked Sequential Learning Algorithm for Remote Sensing Imagery Classification.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2017
A binary-constrained Geometric Semantic Genetic Programming for feature selection purposes.
Pattern Recognit. Lett., 2017
Pattern Recognit. Lett., 2017
Pattern Recognit., 2017
Embedded real-time speed limit sign recognition using image processing and machine learning techniques.
Neural Comput. Appl., 2017
Meta-heuristic multi- and many-objective optimization techniques for solution of machine learning problems.
Expert Syst. J. Knowl. Eng., 2017
CoRR, 2017
Comput. Electr. Eng., 2017
Proceedings of the 30th SIBGRAPI Conference on Graphics, Patterns and Images, 2017
Proceedings of the 30th SIBGRAPI Conference on Graphics, Patterns and Images, 2017
Proceedings of the 30th SIBGRAPI Conference on Graphics, Patterns and Images, 2017
Proceedings of the 30th SIBGRAPI Conference on Graphics, Patterns and Images, 2017
Proceedings of the 30th SIBGRAPI Conference on Graphics, Patterns and Images, 2017
Proceedings of the Medical Imaging 2017: Computer-Aided Diagnosis, 2017
Proceedings of the 2017 International Joint Conference on Neural Networks, 2017
Proceedings of the 2017 International Joint Conference on Neural Networks, 2017
Proceedings of the 2017 International Joint Conference on Neural Networks, 2017
Proceedings of the Genetic and Evolutionary Computation Conference, 2017
Proceedings of the Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications, 2017
Proceedings of the Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications, 2017
Proceedings of the Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications, 2017
Proceedings of the Computer Analysis of Images and Patterns, 2017
Proceedings of the Computer Analysis of Images and Patterns, 2017
Proceedings of the Computer Analysis of Images and Patterns, 2017
Proceedings of the Computer Analysis of Images and Patterns, 2017
Proceedings of the Bildverarbeitung für die Medizin 2017 - Algorithmen - Systeme, 2017
2016
Proceedings of the Machine Learning for Health Informatics, 2016
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2016
A new approach to contextual learning using interval arithmetic and its applications for land-use classification.
Pattern Recognit. Lett., 2016
Pattern Recognit., 2016
Projections onto convex sets parameter estimation through harmony search and its application for image restoration.
Nat. Comput., 2016
IEEE Geosci. Remote. Sens. Lett., 2016
Expert Syst. Appl., 2016
CoRR, 2016
Comput. Methods Programs Biomed., 2016
Computational methods for the image segmentation of pigmented skin lesions: A review.
Comput. Methods Programs Biomed., 2016
Comput. Intell. Neurosci., 2016
Social-Spider Optimization-based Support Vector Machines applied for energy theft detection.
Comput. Electr. Eng., 2016
Proceedings of the 29th SIBGRAPI Conference on Graphics, Patterns and Images, 2016
Proceedings of the 29th SIBGRAPI Conference on Graphics, Patterns and Images, 2016
Proceedings of the 29th SIBGRAPI Conference on Graphics, Patterns and Images, 2016
A block-based Markov random field model estimation for contextual classification using Optimum-Path Forest.
Proceedings of the IEEE International Symposium on Circuits and Systems, 2016
Proceedings of the Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications, 2016
Proceedings of the Artificial Neural Networks in Pattern Recognition, 2016
Proceedings of the Artificial Neural Networks in Pattern Recognition, 2016
On the Evaluation of Tensor-Based Representations for Optimum-Path Forest Classification.
Proceedings of the Artificial Neural Networks in Pattern Recognition, 2016
Recent Advances on optimum-Path Forest for Data Classification: Supervised, Semi-Supervised, and Unsupervised Learning.
Proceedings of the Handbook of Pattern Recognition and Computer Vision, 5th Ed., 2016
2015
Proceedings of the Recent Advances in Swarm Intelligence and Evolutionary Computation, 2015
Ultrasonic Sensor Signals and Optimum Path Forest Classifier for the Microstructural Characterization of Thermally-Aged Inconel 625 Alloy.
Sensors, 2015
Model selection for Discriminative Restricted Boltzmann Machines through meta-heuristic techniques.
J. Comput. Sci., 2015
Inf. Sci., 2015
A nature-inspired approach to speed up optimum-path forest clustering and its application to intrusion detection in computer networks.
Inf. Sci., 2015
EURASIP J. Image Video Process., 2015
Proceedings of the IEEE 6th Latin American Symposium on Circuits & Systems, 2015
Proceedings of the 2015 IEEE International Geoscience and Remote Sensing Symposium, 2015
Proceedings of the 2015 IEEE International Geoscience and Remote Sensing Symposium, 2015
Proceedings of the 14th IEEE International Conference on Machine Learning and Applications, 2015
Proceedings of the 14th IEEE International Conference on Machine Learning and Applications, 2015
On the Model Selection of Bernoulli Restricted Boltzmann Machines Through Harmony Search.
Proceedings of the Genetic and Evolutionary Computation Conference, 2015
Proceedings of the Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications, 2015
Proceedings of the Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications, 2015
Proceedings of the Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications, 2015
Proceedings of the 28th IEEE International Symposium on Computer-Based Medical Systems, 2015
A Step Towards the Automated Diagnosis of Parkinson's Disease: Analyzing Handwriting Movements.
Proceedings of the 28th IEEE International Symposium on Computer-Based Medical Systems, 2015
2014
IEEE Trans. Geosci. Remote. Sens., 2014
IEEE Trans. Geosci. Remote. Sens., 2014
A path- and label-cost propagation approach to speedup the training of the optimum-path forest classifier.
Pattern Recognit. Lett., 2014
EEG signal classification for epilepsy diagnosis via optimum path forest - A systematic assessment.
Neurocomputing, 2014
A wrapper approach for feature selection based on Bat Algorithm and Optimum-Path Forest.
Expert Syst. Appl., 2014
Proceedings of the VISAPP 2014, 2014
Proceedings of the VISAPP 2014, 2014
Proceedings of the 2014 IEEE Symposium on Swarm Intelligence, 2014
Evolutionary Optimization Applied for Fine-Tuning Parameter Estimation in Optical Flow-Based Environments.
Proceedings of the 27th SIBGRAPI Conference on Graphics, Patterns and Images, 2014
Proceedings of the 27th SIBGRAPI Conference on Graphics, Patterns and Images, 2014
On the Training of Artificial Neural Networks with Radial Basis Function Using Optimum-Path Forest Clustering.
Proceedings of the 22nd International Conference on Pattern Recognition, 2014
Proceedings of the 22nd International Conference on Pattern Recognition, 2014
Proceedings of the Computational Science and Its Applications - ICCSA 2014 - 14th International Conference, Guimarães, Portugal, June 30, 2014
On the Influence of Markovian Models for Contextual-Based Optimum-Path Forest Classification.
Proceedings of the Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications, 2014
Proceedings of the Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications, 2014
Proceedings of the 2014 IEEE 27th International Symposium on Computer-Based Medical Systems, 2014
Social-Spider Optimization-Based Artificial Neural Networks Training and Its Applications for Parkinson's Disease Identification.
Proceedings of the 2014 IEEE 27th International Symposium on Computer-Based Medical Systems, 2014
2013
Automatic Segmentation and Classification of Human Intestinal Parasites From Microscopy Images.
IEEE Trans. Biomed. Eng., 2013
Computer techniques towards the automatic characterization of graphite particles in metallographic images of industrial materials.
Expert Syst. Appl., 2013
Automatic microstructural characterization and classification using artificial intelligence techniques on ultrasound signals.
Expert Syst. Appl., 2013
Proceedings of the XXVI Conference on Graphics, Patterns and Images, 2013
Proceedings of the 2013 IEEE International Symposium on Circuits and Systems (ISCAS2013), 2013
A hybrid image restoration algorithm based on Projections Onto Convex Sets and Harmony Search.
Proceedings of the 2013 IEEE International Symposium on Circuits and Systems (ISCAS2013), 2013
Proceedings of the 10th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2013
Proceedings of Eurocon 2013, 2013
Proceedings of the Computer Analysis of Images and Patterns, 2013
OPF-MRF: Optimum-Path Forest and Markov Random Fields for Contextual-Based Image Classification.
Proceedings of the Computer Analysis of Images and Patterns, 2013
Optimizing Contextual-Based Optimum-Forest Classification through Swarm Intelligence.
Proceedings of the Advanced Concepts for Intelligent Vision Systems, 2013
2012
Pattern Recognit., 2012
Int. J. Pattern Recognit. Artif. Intell., 2012
Eng. Appl. Artif. Intell., 2012
IFTrace: Video segmentation of deformable objects using the Image Foresting Transform.
Comput. Vis. Image Underst., 2012
Efficient Fault Location in Underground Distribution Systems through Optimum-Path Forest.
Appl. Artif. Intell., 2012
Proceedings of the 25th SIBGRAPI Conference on Graphics, Patterns and Images, 2012
Proceedings of the 25th SIBGRAPI Conference on Graphics, Patterns and Images, 2012
Proceedings of the 37th Annual IEEE Conference on Local Computer Networks, 2012
A fast large scale iris database classification with Optimum-Path Forest technique: A case study.
Proceedings of the 2012 International Joint Conference on Neural Networks (IJCNN), 2012
Proceedings of the 2012 IEEE International Geoscience and Remote Sensing Symposium, 2012
Hyperspectral band selection through Optimum-Path Forest and evolutionary-based algorithms.
Proceedings of the 2012 IEEE International Geoscience and Remote Sensing Symposium, 2012
Proceedings of the 21st International Conference on Pattern Recognition, 2012
Proceedings of the 19th IEEE International Conference on Image Processing, 2012
Proceedings of the 2012 Third International Conference on Emerging Security Technologies, 2012
Boosting Optimum-Path Forest clustering through harmony Search and its applications for intrusion detection in computer networks.
Proceedings of the Fourth International Conference on Computational Aspects of Social Networks, 2012
2011
Petroleum well drilling monitoring through cutting image analysis and artificial intelligence techniques.
Eng. Appl. Artif. Intell., 2011
A novel algorithm for feature selection using Harmony Search and its application for non-technical losses detection.
Comput. Electr. Eng., 2011
Proceedings of the 24th SIBGRAPI Conference on Graphics, 2011
Improving Accuracy and Speed of Optimum-Path Forest Classifier Using Combination of Disjoint Training Subsets.
Proceedings of the Multiple Classifier Systems - 10th International Workshop, 2011
Proceedings of the IEEE 36th Conference on Local Computer Networks, 2011
Precipitates Segmentation from Scanning Electron Microscope Images through Machine Learning Techniques.
Proceedings of the Combinatorial Image Analysis - 14th International Workshop, 2011
Proceedings of the 12th International Society for Music Information Retrieval Conference, 2011
What is the importance of selecting features for non-technical losses identification?
Proceedings of the International Symposium on Circuits and Systems (ISCAS 2011), 2011
Proceedings of the 2011 IEEE International Geoscience and Remote Sensing Symposium, 2011
Proceedings of the 2011 IEEE International Geoscience and Remote Sensing Symposium, 2011
Proceedings of the 18th IEEE International Conference on Image Processing, 2011
Proceedings of the Image Analysis and Processing - ICIAP 2011, 2011
Proceedings of the IEEE International Conference on Acoustics, 2011
Improving Parkinson's disease identification through evolutionary-based feature selection.
Proceedings of the 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2011
Proceedings of the 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2011
A Markov Random Field Model for Combining Optimum-Path Forest Classifiers Using Decision Graphs and Game Strategy Approach.
Proceedings of the Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications, 2011
2010
Projections Onto Convex Sets through Particle Swarm Optimization and its application for remote sensing image restoration.
Pattern Recognit. Lett., 2010
Robust Pruning of Training Patterns for Optimum-Path Forest Classification Applied to Satellite-Based Rainfall Occurrence Estimation.
IEEE Geosci. Remote. Sens. Lett., 2010
J. Next Gener. Inf. Technol., 2010
Spoken emotion recognition through optimum-path forest classification using glottal features.
Comput. Speech Lang., 2010
Proceedings of the SIBGRAPI 2010, 2010
Proceedings of the 20th International Conference on Pattern Recognition, 2010
Proceedings of the IEEE International Conference on Acoustics, 2010
Fast Automatic Microstructural Segmentation of Ferrous Alloy Samples Using Optimum-Path Forest.
Proceedings of the Computational Modeling of Objects Represented in Images, 2010
Improving the Accuracy of the Optimum-Path Forest Supervised Classifier for Large Datasets.
Proceedings of the Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications, 2010
2009
Pattern Recognit., 2009
Int. J. Imaging Syst. Technol., 2009
Proceedings of the Advances in Image and Video Technology, Third Pacific Rim Symposium, 2009
Proceedings of the Image Analysis and Processing, 2009
Proceedings of the 16th International Conference on Digital Signal Processing, 2009
Proceedings of the Graph-Based Representations in Pattern Recognition, 2009
Proceedings of the CSIE 2009, 2009 WRI World Congress on Computer Science and Information Engineering, March 31, 2009
2008
Learning How to Extract Rotation-Invariant and Scale-Invariant Features from Texture Images.
EURASIP J. Adv. Signal Process., 2008
Comput. Electr. Eng., 2008
Proceedings of the Combinatorial Image Analysis, 12th International Workshop, 2008
Proceedings of the Advances in Visual Computing, 4th International Symposium, 2008
2007
Proceedings of the Advances in Visual Computing, Third International Symposium, 2007
Design of robust pattern classifiers based on optimum-path forests.
Proceedings of the 8th ISMM 2007: Rio de Janeiro, Brazil - Volume 1, 2007