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ORCIDFabricio A. Breve
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2020 – today
- 2023
[c30]Bionda Rozin
, Emílio Bergamim, Daniel Carlos Guimarães Pedronette, Fabricio Aparecido Breve:
Semi-supervised Time Series Classification Through Image Representations. ICCSA (2) 2023: 48-65- [c29]Fabricio A. Breve:
Convolutional Neural Networks and Ensembles for Visually Impaired Aid. ICCSA (1) 2023: 520-534 - [c28]Gabriel C. Furlanetto, Vitoria Zanon Gomes, Fabricio Aparecido Breve:
Artificial Bee Colony Algorithm for Feature Selection in Fraud Detection Process. ICCSA (1) 2023: 535-549 - [c27]Wilson Estécio Marcílio Júnior, Danilo Medeiros Eler, Fabricio A. Breve:
Model-Agnostic Interpretation via Feature Perturbation Visualization. SIBGRAPI 2023: 19-24 - [i12]Fabricio A. Breve:
From Pixels to Titles: Video Game Identification by Screenshots using Convolutional Neural Networks. CoRR abs/2311.15963 (2023) - 2022
- [j8]Fabricio Aparecido Breve:
COVID-19 detection on Chest X-ray images: A comparison of CNN architectures and ensembles. Expert Syst. Appl. 204: 117549 (2022) - [i11]Emílio Bergamim, Fabricio A. Breve:
On tuning a mean-field model for semi-supervised classification. CoRR abs/2204.13519 (2022) - 2021
- [i10]Wilson Estécio Marcílio-Jr, Danilo Medeiros Eler, Fabricio A. Breve:
Model-agnostic interpretation by visualization of feature perturbations. CoRR abs/2101.10502 (2021) - [i9]Fabricio A. Breve:
COVID-19 Detection on Chest X-Ray Images: A comparison of CNN architectures and ensembles. CoRR abs/2111.09972 (2021) - 2020
- [c26]Mateus Roder, Gustavo Henrique de Rosa, João Paulo Papa, Fabricio Aparecido Breve:
Fine-Tuning Temperatures in Restricted Boltzmann Machines Using Meta-Heuristic Optimization. CEC 2020: 1-8 - [c25]Guilherme Toso, Fabricio A. Breve:
Synchronization Analysis in Models of Coupled Oscillators. ICCSA (1) 2020: 889-904 - [c24]Jefferson Antonio Ribeiro Passerini, Fabricio A. Breve:
Complex Network Construction for Interactive Image Segmentation Using Particle Competition and Cooperation: A New Approach. ICCSA (1) 2020: 935-950 - [c23]Fabricio A. Breve, Carlos N. Fischer:
Visually Impaired Aid using Convolutional Neural Networks, Transfer Learning, and Particle Competition and Cooperation. IJCNN 2020: 1-8 - [i8]Fabricio Aparecido Breve, Liang Zhao, Marcos Gonçalves Quiles:
Particle Competition and Cooperation for Semi-Supervised Learning with Label Noise. CoRR abs/2002.05198 (2020) - [i7]Fabricio A. Breve, Marcos G. Quiles, Liang Zhao, Elbert E. N. Macau:
Chaotic Phase Synchronization and Desynchronization in an Oscillator Network for Object Selection. CoRR abs/2002.05493 (2020) - [i6]Bárbara Ribeiro da Silva, Fabricio Aparecido Breve:
Segmentação de imagens utilizando competição e cooperação entre partículas. CoRR abs/2002.05521 (2020) - [i5]Fabricio Aparecido Breve:
Simple Interactive Image Segmentation using Label Propagation through kNN graphs. CoRR abs/2002.05708 (2020) - [i4]Fabricio A. Breve:
Building Networks for Image Segmentation using Particle Competition and Cooperation. CoRR abs/2002.06001 (2020) - [i3]Fabricio A. Breve, Carlos N. Fischer:
Visually Impaired Aid using Convolutional Neural Networks, Transfer Learning, and Particle Competition and Cooperation. CoRR abs/2005.04473 (2020) - [i2]Jefferson Antonio Ribeiro Passerini, Fabricio Aparecido Breve:
Complex Network Construction for Interactive Image Segmentation using Particle Competition and Cooperation: A New Approach. CoRR abs/2007.01625 (2020)
2010 – 2019
- 2019
- [j7]Fabricio A. Breve:
Interactive image segmentation using label propagation through complex networks. Expert Syst. Appl. 123: 18-33 (2019) - [i1]Fabricio Aparecido Breve:
Interactive Image Segmentation using Label Propagation through Complex Networks. CoRR abs/1901.02573 (2019) - 2018
- [c22]Lucas Pascotti Valem, Daniel Carlos Guimarães Pedronette, Fabricio Aparecido Breve, Ivan Rizzo Guilherme:
Manifold Correlation Graph for Semi-Supervised Learning. IJCNN 2018: 1-7 - 2017
- [c21]Fabricio A. Breve:
Building Networks for Image Segmentation Using Particle Competition and Cooperation. ICCSA (1) 2017: 217-231 - [c20]Lucas Guerreiro, Fabricio A. Breve:
Analyzing and Inferring Distance Metrics on the Particle Competition and Cooperation Algorithm. ICCSA (6) 2017: 717-725 - 2016
- [c19]Vinícius R. Máximo, Mariá C. V. Nascimento, Fabricio A. Breve, Marcos G. Quiles:
Active Consensus-Based Semi-supervised Growing Neural Gas. ICONIP (2) 2016: 126-135 - [c18]Fabricio Aparecido Breve, Daniel Carlos Guimarães Pedronette:
Combined unsupervised and semi-supervised learning for data classification. MLSP 2016: 1-6 - 2015
- [j6]Fabricio A. Breve, Liang Zhao, Marcos G. Quiles:
Particle competition and cooperation for semi-supervised learning with label noise. Neurocomputing 160: 63-72 (2015) - [c17]Fabricio A. Breve, Marcos G. Quiles, Liang Zhao:
Interactive Image Segmentation of Non-contiguous Classes Using Particle Competition and Cooperation. ICCSA (1) 2015: 203-216 - [c16]Wilson Seron, Ezequiel Roberto Zorzal, Marcos G. Quiles, Márcio P. Basgalupp, Fabricio A. Breve:
#Worldcup2014 on Twitter. ICCSA (1) 2015: 447-458 - [c15]Fabricio A. Breve, Marcos Gonçalves Quiles, Liang Zhao:
Interactive image segmentation using particle competition and cooperation. IJCNN 2015: 1-8 - 2013
- [j5]Fabricio A. Breve, Liang Zhao:
Fuzzy community structure detection by particle competition and cooperation. Soft Comput. 17(4): 659-673 (2013) - [c14]Fabricio A. Breve:
Active semi-supervised learning using particle competition and cooperation in networks. IJCNN 2013: 1-6 - 2012
- [j4]Fabricio A. Breve, Liang Zhao, Marcos G. Quiles, Witold Pedrycz, Jiming Liu:
Particle Competition and Cooperation in Networks for Semi-Supervised Learning. IEEE Trans. Knowl. Data Eng. 24(9): 1686-1698 (2012) - [c13]Fabricio A. Breve, Liang Zhao:
Particle competition and cooperation in networks for semi-supervised learning with concept drift. IJCNN 2012: 1-6 - [c12]Fabricio A. Breve, Liang Zhao:
Particle Competition and Cooperation to Prevent Error Propagation from Mislabeled Data in Semi-supervised Learning. SBRN 2012: 79-84 - 2011
- [c11]Fabricio A. Breve, Liang Zhao, Marcos G. Quiles, Witold Pedrycz, Jiming Liu:
Particle Competition and Cooperation for Uncovering Network Overlap Community Structure. ISNN (3) 2011: 426-433 - 2010
- [b1]Fabricio Aparecido Breve:
Machine learning in complex networks. University of São Paulo, Brazil, 2010 - [c10]Fabricio A. Breve, Liang Zhao, Marcos G. Quiles:
Semi-supervised learning from imperfect data through particle cooperation and competition. IJCNN 2010: 1-8 - [c9]Marcos G. Quiles, Liang Zhao, Fabricio A. Breve, Anderson Rocha:
Label propagation through neuronal synchrony. IJCNN 2010: 1-8
2000 – 2009
- 2009
- [j3]Marcos G. Quiles, Liang Zhao, Fabricio A. Breve, Roseli A. Francelin Romero:
A network of integrate and fire neurons for visual selection. Neurocomputing 72(10-12): 2198-2208 (2009) - [j2]Fabricio A. Breve, Liang Zhao, Marcos G. Quiles, Elbert E. N. Macau:
Chaotic phase synchronization and desynchronization in an oscillator network for object selection. Neural Networks 22(5-6): 728-737 (2009) - [c8]Fabricio A. Breve, Liang Zhao, Marcos G. Quiles:
Uncovering Overlap Community Structure in Complex Networks Using Particle Competition. AICI 2009: 619-628 - [c7]Fabricio A. Breve, Liang Zhao, Marcos G. Quiles:
Particle Competition in Complex Networks for Semi-supervised Classification. Complex (1) 2009: 163-174 - [c6]Fabricio A. Breve, Liang Zhao, Marcos G. Quiles, Elbert E. N. Macau:
Chaotic phase synchronization for visual selection. IJCNN 2009: 383-390 - 2008
- [j1]Liang Zhao, Fabricio Aparecido Breve:
Chaotic synchronization in 2D lattice for scene segmentation. Neurocomputing 71(13-15): 2761-2771 (2008) - [c5]Marcos G. Quiles, Fabricio A. Breve, Roseli A. F. Romero, Liang Zhao:
Visual Selection with Feature Contrast-Based Inhibition in a Network of Integrate and Fire Neurons. ICNC (3) 2008: 601-605 - 2007
- [c4]Liang Zhao, Fabricio A. Breve, Marcos G. Quiles, Roseli A. F. Romero:
Visual Selection and Shifting Mechanisms Based on a Network of Chaotic Wilson-Cowan Oscillators. ICNC (5) 2007: 754-762 - [c3]Marcos G. Quiles, Fabricio A. Breve, Liang Zhao, Roseli A. Francelin Romero:
A Visual Selection Mechanism Based on Network of Chaotic Wilson-Cowan Oscillators. ISDA 2007: 919-924 - [c2]Fabricio A. Breve, Moacir P. Ponti Jr., Nelson D. A. Mascarenhas:
Multilayer Perceptron Classifier Combination for Identification of Materials on Noisy Soil Science Multispectral Images. SIBGRAPI 2007: 239-244 - 2005
- [c1]Fabricio A. Breve, Moacir P. Ponti Jr., Nelson D. A. Mascarenhas:
Combining Methods to Stabilize and Increase Performance of Neural Network-Based Classifiers. SIBGRAPI 2005: 105-111
Coauthor Index
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