Fabricio A. Breve

Wilson Estécio Marcílio Júnior

CoRR, 2023

Model-Agnostic Interpretation via Feature Perturbation Visualization.

[BibT_eX]

[DOI]

Danilo Medeiros Eler

Daniel Carlos Guimarães Pedronette

Proceedings of the 36th SIBGRAPI Conference on Graphics, Patterns and Images, 2023

Semi-supervised Time Series Classification Through Image Representations.

[BibT_eX]

[DOI]

Bionda Rozin

Emílio Bergamim

Proceedings of the Computational Science and Its Applications - ICCSA 2023, 2023

Artificial Bee Colony Algorithm for Feature Selection in Fraud Detection Process.

[BibT_eX]

[DOI]

Gabriel C. Furlanetto

Vitoria Zanon Gomes

Proceedings of the Computational Science and Its Applications - ICCSA 2023, 2023

Convolutional Neural Networks and Ensembles for Visually Impaired Aid.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

Expert Syst. Appl., 2022

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

[BibT_eX]

[DOI]

Emílio Bergamim

Wilson Estécio Marcílio-Jr

CoRR, 2022

2021

Model-agnostic interpretation by visualization of feature perturbations.

[BibT_eX]

[DOI]

Danilo Medeiros Eler

CoRR, 2021

2020

Simple Interactive Image Segmentation using Label Propagation through kNN graphs.

[BibT_eX]

[DOI]

CoRR, 2020

Segmentação de imagens utilizando competição e cooperação entre partículas.

[BibT_eX]

[DOI]

Bárbara Ribeiro da Silva

CoRR, 2020

Visually Impaired Aid using Convolutional Neural Networks, Transfer Learning, and Particle Competition and Cooperation.

[BibT_eX]

[DOI]

Carlos N. Fischer

Proceedings of the 2020 International Joint Conference on Neural Networks, 2020

Synchronization Analysis in Models of Coupled Oscillators.

[BibT_eX]

[DOI]

Guilherme Toso

Jefferson Antonio Ribeiro Passerini

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.

[BibT_eX]

[DOI]

Proceedings of the Computational Science and Its Applications - ICCSA 2020, 2020

Fine-Tuning Temperatures in Restricted Boltzmann Machines Using Meta-Heuristic Optimization.

[BibT_eX]

[DOI]

Mateus Roder

Gustavo Henrique de Rosa

João Paulo Papa

Proceedings of the IEEE Congress on Evolutionary Computation, 2020

2019

Interactive image segmentation using label propagation through complex networks.

[BibT_eX]

[DOI]

Daniel Carlos Guimarães Pedronette

Expert Syst. Appl., 2019

2018

Manifold Correlation Graph for Semi-Supervised Learning.

[BibT_eX]

[DOI]

Lucas Pascotti Valem

Ivan Rizzo Guilherme

Proceedings of the 2018 International Joint Conference on Neural Networks, 2018

2017

Analyzing and Inferring Distance Metrics on the Particle Competition and Cooperation Algorithm.

[BibT_eX]

[DOI]

Lucas Guerreiro

Proceedings of the Computational Science and Its Applications - ICCSA 2017, 2017

Building Networks for Image Segmentation Using Particle Competition and Cooperation.

[BibT_eX]

[DOI]

Proceedings of the Computational Science and Its Applications - ICCSA 2017, 2017

2016

Combined unsupervised and semi-supervised learning for data classification.

[BibT_eX]

[DOI]

Daniel Carlos Guimarães Pedronette

Proceedings of the 26th IEEE International Workshop on Machine Learning for Signal Processing, 2016

Active Consensus-Based Semi-supervised Growing Neural Gas.

[BibT_eX]

[DOI]

Vinícius R. Máximo

Mariá C. V. Nascimento

Proceedings of the Neural Information Processing - 23rd International Conference, 2016

2015

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

[BibT_eX]

[DOI]

Neurocomputing, 2015

Interactive image segmentation using particle competition and cooperation.

[BibT_eX]

[DOI]

Marcos Gonçalves Quiles

Proceedings of the 2015 International Joint Conference on Neural Networks, 2015

#Worldcup2014 on Twitter.

[BibT_eX]

[DOI]

Wilson Seron

Ezequiel Roberto Zorzal

Márcio P. Basgalupp

Proceedings of the Computational Science and Its Applications - ICCSA 2015, 2015

Interactive Image Segmentation of Non-contiguous Classes Using Particle Competition and Cooperation.

[BibT_eX]

[DOI]

Proceedings of the Computational Science and Its Applications - ICCSA 2015, 2015

2013

Fuzzy community structure detection by particle competition and cooperation.

[BibT_eX]

[DOI]

Soft Comput., 2013

Active semi-supervised learning using particle competition and cooperation in networks.

[BibT_eX]

[DOI]

Proceedings of the 2013 International Joint Conference on Neural Networks, 2013

2012

Particle Competition and Cooperation in Networks for Semi-Supervised Learning.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2012

Particle Competition and Cooperation to Prevent Error Propagation from Mislabeled Data in Semi-supervised Learning.

[BibT_eX]

[DOI]

Proceedings of the 2012 Brazilian Symposium on Neural Networks, 2012

Particle competition and cooperation in networks for semi-supervised learning with concept drift.

[BibT_eX]

[DOI]

Proceedings of the 2012 International Joint Conference on Neural Networks (IJCNN), 2012

2011

Particle Competition and Cooperation for Uncovering Network Overlap Community Structure.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Networks - ISNN 2011, 2011

2010

Machine learning in complex networks.

[BibT_eX]

[DOI]

PhD thesis, 2010

Label propagation through neuronal synchrony.

[BibT_eX]

[DOI]

Proceedings of the International Joint Conference on Neural Networks, 2010

Semi-supervised learning from imperfect data through particle cooperation and competition.

[BibT_eX]

[DOI]

Proceedings of the International Joint Conference on Neural Networks, 2010

2009

Chaotic phase synchronization and desynchronization in an oscillator network for object selection.

[BibT_eX]

[DOI]

Neural Networks, 2009

A network of integrate and fire neurons for visual selection.

[BibT_eX]

[DOI]

Roseli A. Francelin Romero

Neurocomputing, 2009

Chaotic phase synchronization for visual selection.

[BibT_eX]

[DOI]

Proceedings of the International Joint Conference on Neural Networks, 2009

Particle Competition in Complex Networks for Semi-supervised Classification.

[BibT_eX]

[DOI]

Proceedings of the Complex Sciences, 2009

Uncovering Overlap Community Structure in Complex Networks Using Particle Competition.

[BibT_eX]

[DOI]

Proceedings of the Artificial Intelligence and Computational Intelligence, 2009

2008

Chaotic synchronization in 2D lattice for scene segmentation.

[BibT_eX]

[DOI]

Neurocomputing, 2008

Visual Selection with Feature Contrast-Based Inhibition in a Network of Integrate and Fire Neurons.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

Moacir P. Ponti Jr.

Nelson D. A. Mascarenhas

Proceedings of the SIBGRAPI 2007, 2007

A Visual Selection Mechanism Based on Network of Chaotic Wilson-Cowan Oscillators.

[BibT_eX]

[DOI]

Roseli A. Francelin Romero

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.

[BibT_eX]

[DOI]

Proceedings of the Third International Conference on Natural Computation, 2007

2005

Combining Methods to Stabilize and Increase Performance of Neural Network-Based Classifiers.

[BibT_eX]

[DOI]