Fabricio A. Breve

Orcid: 0000-0002-1123-9784

According to our database1, Fabricio A. Breve authored at least 44 papers between 2005 and 2023.

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Bibliography

2023
From Pixels to Titles: Video Game Identification by Screenshots using Convolutional Neural Networks.
CoRR, 2023

Model-Agnostic Interpretation via Feature Perturbation Visualization.
Proceedings of the 36th SIBGRAPI Conference on Graphics, Patterns and Images, 2023

Semi-supervised Time Series Classification Through Image Representations.
Proceedings of the Computational Science and Its Applications - ICCSA 2023, 2023

Artificial Bee Colony Algorithm for Feature Selection in Fraud Detection Process.
Proceedings of the Computational Science and Its Applications - ICCSA 2023, 2023

Convolutional Neural Networks and Ensembles for Visually Impaired Aid.
Proceedings of the Computational Science and Its Applications - ICCSA 2023, 2023

2022
COVID-19 detection on Chest X-ray images: A comparison of CNN architectures and ensembles.
Expert Syst. Appl., 2022

On tuning a mean-field model for semi-supervised classification.
CoRR, 2022

2021
Model-agnostic interpretation by visualization of feature perturbations.
CoRR, 2021

2020
Simple Interactive Image Segmentation using Label Propagation through kNN graphs.
CoRR, 2020

Segmentação de imagens utilizando competição e cooperação entre partículas.
CoRR, 2020

Visually Impaired Aid using Convolutional Neural Networks, Transfer Learning, and Particle Competition and Cooperation.
Proceedings of the 2020 International Joint Conference on Neural Networks, 2020

Synchronization Analysis in Models of Coupled Oscillators.
Proceedings of the Computational Science and Its Applications - ICCSA 2020, 2020

Complex Network Construction for Interactive Image Segmentation Using Particle Competition and Cooperation: A New Approach.
Proceedings of the Computational Science and Its Applications - ICCSA 2020, 2020

Fine-Tuning Temperatures in Restricted Boltzmann Machines Using Meta-Heuristic Optimization.
Proceedings of the IEEE Congress on Evolutionary Computation, 2020

2019
Interactive image segmentation using label propagation through complex networks.
Expert Syst. Appl., 2019

2018
Manifold Correlation Graph for Semi-Supervised Learning.
Proceedings of the 2018 International Joint Conference on Neural Networks, 2018

2017
Analyzing and Inferring Distance Metrics on the Particle Competition and Cooperation Algorithm.
Proceedings of the Computational Science and Its Applications - ICCSA 2017, 2017

Building Networks for Image Segmentation Using Particle Competition and Cooperation.
Proceedings of the Computational Science and Its Applications - ICCSA 2017, 2017

2016
Combined unsupervised and semi-supervised learning for data classification.
Proceedings of the 26th IEEE International Workshop on Machine Learning for Signal Processing, 2016

Active Consensus-Based Semi-supervised Growing Neural Gas.
Proceedings of the Neural Information Processing - 23rd International Conference, 2016

2015
Particle competition and cooperation for semi-supervised learning with label noise.
Neurocomputing, 2015

Interactive image segmentation using particle competition and cooperation.
Proceedings of the 2015 International Joint Conference on Neural Networks, 2015

#Worldcup2014 on Twitter.
Proceedings of the Computational Science and Its Applications - ICCSA 2015, 2015

Interactive Image Segmentation of Non-contiguous Classes Using Particle Competition and Cooperation.
Proceedings of the Computational Science and Its Applications - ICCSA 2015, 2015

2013
Fuzzy community structure detection by particle competition and cooperation.
Soft Comput., 2013

Active semi-supervised learning using particle competition and cooperation in networks.
Proceedings of the 2013 International Joint Conference on Neural Networks, 2013

2012
Particle Competition and Cooperation in Networks for Semi-Supervised Learning.
IEEE Trans. Knowl. Data Eng., 2012

Particle Competition and Cooperation to Prevent Error Propagation from Mislabeled Data in Semi-supervised Learning.
Proceedings of the 2012 Brazilian Symposium on Neural Networks, 2012

Particle competition and cooperation in networks for semi-supervised learning with concept drift.
Proceedings of the 2012 International Joint Conference on Neural Networks (IJCNN), 2012

2011
Particle Competition and Cooperation for Uncovering Network Overlap Community Structure.
Proceedings of the Advances in Neural Networks - ISNN 2011, 2011

2010
Machine learning in complex networks.
PhD thesis, 2010

Label propagation through neuronal synchrony.
Proceedings of the International Joint Conference on Neural Networks, 2010

Semi-supervised learning from imperfect data through particle cooperation and competition.
Proceedings of the International Joint Conference on Neural Networks, 2010

2009
Chaotic phase synchronization and desynchronization in an oscillator network for object selection.
Neural Networks, 2009

A network of integrate and fire neurons for visual selection.
Neurocomputing, 2009

Chaotic phase synchronization for visual selection.
Proceedings of the International Joint Conference on Neural Networks, 2009

Particle Competition in Complex Networks for Semi-supervised Classification.
Proceedings of the Complex Sciences, 2009

Uncovering Overlap Community Structure in Complex Networks Using Particle Competition.
Proceedings of the Artificial Intelligence and Computational Intelligence, 2009

2008
Chaotic synchronization in 2D lattice for scene segmentation.
Neurocomputing, 2008

Visual Selection with Feature Contrast-Based Inhibition in a Network of Integrate and Fire Neurons.
Proceedings of the Fourth International Conference on Natural Computation, 2008

2007
Multilayer Perceptron Classifier Combination for Identification of Materials on Noisy Soil Science Multispectral Images.
Proceedings of the SIBGRAPI 2007, 2007

A Visual Selection Mechanism Based on Network of Chaotic Wilson-Cowan Oscillators.
Proceedings of the Seventh International Conference on Intelligent Systems Design and Applications, 2007

Visual Selection and Shifting Mechanisms Based on a Network of Chaotic Wilson-Cowan Oscillators.
Proceedings of the Third International Conference on Natural Computation, 2007

2005
Combining Methods to Stabilize and Increase Performance of Neural Network-Based Classifiers.
Proceedings of the 18th Brazilian Symposium on Computer Graphics and Image Processing (SIBGRAPI 2005), 2005


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