Publicações

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Artigos Completos Publicados em Periódicos

Referência Bibliográfica	DOI	PDF
BREVE, Fabricio Aparecido, ZHAO, Liang, QUILES, Marcos Gonçalves, PEDRYCZ, Witold, LIU, Jimming . Particle Competition and Cooperation in Networks for Semi-Supervised Learning. IEEE Transactions on Knowledge and Data Engineering (Print). , 2011. (article in press)
BREVE, Fabricio Aparecido ; ZHAO, Liang ; QUILES, Marcos Gonçalves ; MACAU, Elbert Einstein Nehrer . Chaotic Phase Synchronization and Desynchronization in an Oscillator Network for Object Selection. Neural Networks, 2009.
QUILES, Marcos ; ZHAO, Liang ; BREVE, Fabricio Aparecido ; ROMERO, Roseli Aparecida Francelin. A Network of Integrate and Fire Neurons for Visual Selection. Neurocomputing (Amsterdam), 2008.
ZHAO, Liang ; BREVE, Fabricio Aparecido. Chaotic synchronization in 2D lattice for scene segmentation. Neurocomputing (Amsterdam), v. 71, p. 2761-2771, 2008.

Capítulos de Livros Publicados

Referência Bibliográfica	DOI	PDF
BREVE, Fabricio Aparecido ; ZHAO, Liang ; QUILES, Marcos Gonçalves ; PEDRYCZ, Witold ; LIU, Jimming . Particle Competition and Cooperation for Uncovering Network Overlap Community Structure. In: Liu, Derong Liu; Huaguang Zhang; Marios Polycarpou; Cesare Alippi; Haibo He. (Org.). Advances in Neural Networks ISNN 2011. Heidelberg: Springer Berlin, 2011, v. 6677, p. 426-433.
BREVE, Fabricio Aparecido ; ZHAO, Liang ; QUILES, Marcos Gonçalves . Particle Competition in Complex Networks for Semi-supervised Classification. In: Jie Zhou. (Org.). Complex Sciences. Springer: Berlin / Heidelberg, 2009, v. 4, p. 163-174.

Trabalhos Completos Publicados em Anais de Congressos

Referência Bibliográfica	DOI	PDF
BREVE, Fabricio Aparecido, ZHAO, Liang . Preventing Error Propagation in Semi-Supervised Learning Using Teams of Walking Particles In: X Congresso Brasileiro de Inteligência Computacional, 2011, Fortaleza, Ceará. Anais do X Congresso Brasileiro de Inteligência Computacional, 2011.
BREVE, Fabricio Aparecido ; ZHAO, Liang ; QUILES, Marcos Gonçalves ; PEDRYCZ, Witold ; LIU, Jimming . Particle Competition and Cooperation for Uncovering Network Overlap Community Structure. In: The 8th International Symposium on Neural Networks (ISNN 2011), 2011, Guilin, China. Lecture Notes in Computer Science. Berlin Heidelberg: Springer-Verlag, 2011. v.6677. p.426 - 433
QUILES, Marcos Gonçalves ; ZHAO, Liang ; BREVE, Fabricio Aparecido ; ROMERO, Roseli Aparecida Francelin . A Network of Integrate and Fire Neurons for Community Detection in Complex Networks. In: Brazilian Conference on Dynamics, Control and Their Applications, 2010 (DINCON'10), Serra Negra, São Paulo. Proceedings of the 9th Brazilian Conference on Dynamics, Control and Their Applications, 2010. p. 123-131.
BREVE, Fabricio; ZHAO, Liang; QUILES, Marcos Gonçalves. Semi-Supervised Learning from Imperfect Data through Particle Cooperation and Competition In: IEEE World Congress on Computational Intelligence (IEEE WCCI 2010) - International Joint Conference on Neural Networks (IJCNN 2010), 2010, Barcelona, Espanha. Proceedings of 2010 World Congress on Computational Intelligence (WCCI 2010). Los Alamitos, California: IEEE Computer Society, 2010. p.3686 - 3693.
QUILES, Marcos Gonçalves; ZHAO, Liang; BREVE, Fabricio Aparecido; Rocha, Anderson de Rezende. Label Propagation Through Neuronal Synchrony In: IEEE World Congress on Computational Intelligence (IEEE WCCI 2010) - International Joint Conference on Neural Networks (IJCNN 2010), 2010, Barcelona, Espanha. Proceedings of 2010 Proceedings of 2010 World Congress on Computational Intelligence (WCCI 2010). Los Alamitos, California: IEEE Computer Society, 2010. p.2517 - 2524.
BREVE, Fabricio Aparecido ; ZHAO, Liang ; QUILES, Marcos Gonçalves . Uncovering Overlap Community Structure in Complex Networks Using Particle Competition. In: The 2009 International Conference on Web Information Systems and Mining (WISM 09) and the 2009 International Conference on Artificial Intelligence and Computational Intelligence (AICI'09), 2009, Shangai, China. Lecture Notes in Computer Science, Artificial Intelligence and Computational Intelligence. Berlin / Heidelberg : Springer-Verlag, 2009. v. 5855. p. 619-628.
QUILES, Marcos Gonçalves ; ZHAO, Liang ; BREVE, Fabricio Aparecido ; ROMERO, Roseli Aparecida Francelin . Detecção de comunidades em redes complexas: um modelo de correlação oscilatória. In: VII Encontro Nacional de Inteligência Artificial (ENIA), 2009, Bento Gonçalves, RS. Anais do XXIX Congresso da Sociedade Brasileira de Computação, 2009. p. 889-898.
BREVE, Fabricio Aparecido ; ZHAO, Liang ; QUILES, Marcos Gonçalves ; MACAU, Elbert Einstein Nehrer . Chaotic Phase Synchronization for Visual Selection. In: International Joint Conference on Neural Networks, 2009, Atlanta, Georgia, USA. Proceedings of 2009 International Joint Conference on Neural Networks (IJCNN2009). Los Alamitos, California : IEEE Computer Society, 2009. p. 383-390.
BREVE, Fabricio Aparecido; ZHAO, Liang ; QUILES, Marcos Gonçalves. Particle Competition in Complex Networks for Semi-Supervised Classification In: The First International Conference on Complex Sciences: Theory and Applications (Complex'2009), 2009, Shangai. Lecture Notes of the Institute for Computer Sciences, Social-Informatics and Telecommunications Engineering (LNICST). Springer-Verlag, 2009. v.4. p.163 - 174.
QUILES, Marcos Gonçalves ; BREVE, Fabricio Aparecido ; ROMERO, Roseli Aparecida Francelin ; ZHAO, Liang . Visual Selection with Feature Contrast-Based Inhibition in a Network of Integrate and Fire Neurons. In: The 4 th International Conference on Natural Computation (ICNC'08) and the 5 th International Conference on Fuzzy Systems and Knowledge Discovery (FSKD'08), 2008, Jinan. Proceedings of The 4 th International Conference on Natural Computation (ICNC'08) and the 5 th International Conference on Fuzzy Systems and Knowledge Discovery (FSKD'08), Los Alamitos, California : IEEE Computer Society, 2008. v. 3. p. 601-605.
ZHAO, Liang ; BREVE, Fabricio Aparecido ; QUILES, Marcos Gonçalves ; ROMERO, Roseli Aparecida Francelin. Visual Selection and Shifting Mechanisms Based on a Network of Chaotic Wilson-Cowan Oscillators. In: The 3rd International Conference on Natural Computation (ICNC'07) and the 4th International Conference on Fuzzy Systems and Knowledge Discovery (FSKD'07), 2007, Haikou. Proceedings of The 3rd International Conference on Natural Computation (ICNC'07) and the 4th International Conference on Fuzzy Systems and Knowledge Discovery (FSKD'07). Los Alamitos, California : IEEE Computer Society, 2007. v. 5. p. 754-759.
QUILES, Marcos Gonçalves ; BREVE, Fabricio Aparecido ; ZHAO, Liang ; ROMERO, Roseli Aparecida Francelin. A Visual Selection Mechanism Based on Network of Chaotic Wilson-Cowan Oscillators. In: International Conference on Intelligent Systems Design and Applications, 2007, Rio de Janeiro. Proceedings of the Seventh International Conference on Intelligent Systems Design and Applications ISDA 2007. Los Alamitos, California : IEEE Computer Society, 2007. p. 919-924.
BREVE, Fabricio Aparecido ; PONTI JUNIOR, Moacir Pereira ; MASCARENHAS, Nelson Delfino D'ávila . Multilayer Perceptron Classifier Combination for Identification of Materials on Noisy Soil Science Multispectral Images. In: Brazilian Symposium on Computer Graphics and Image Processing, 2007, Belo Horizonte. Proceedings of XX Brazilian Symposium on Computer Graphics and Image Processing. Los Alamitos, CA : IEEE Computer Society, 2007. p. 239-244.
BREVE, Fabricio Aparecido ; MASCARENHAS, Nelson Delfino D'ávila . Classificação de Imagens Tomográficas de Ciência dos Solos Utilizando Redes Neurais e Combinação de Classificadores. In: V Workshop de Teses de Dissertações em Computação Gráfica, Processamento de Imagens e Visão Computacional WTDCGPI 2006, 2006, Manaus. IEEE Proceedings of XVIII Brazilian Symposium on Computer Graphics and Image Processing, 2006, 2006. v. 19.
BREVE, Fabricio Aparecido ; PONTI JUNIOR, Moacir Pereira ; MASCARENHAS, Nelson Delfino D'ávila . Neural-Network Combination for Noisy Data Classification. In: II Workshop de Visão Computacional - WVC'2006, 2006, São Carlos. Anais do II Workshop de Visão Computacional - WVC'2006, 2006. p. 87-92.
BREVE, Fabricio Aparecido ; PONTI JUNIOR, Moacir Pereira ; MASCARENHAS, Nelson Delfino D'ávila . Combining Methods to Stabilize and Increase Performance of Neural Network-Based Classifiers. In: SIBGRAPI - Brazilian Symposium on Computer Graphics and Image Processing, 2005, Natal. SIBGRAPI '05: Proceedings of the XVIII Brazilian Symposium on Computer Graphics and Image Processing. Washington, DC, USA : IEEE Computer Society, 2005. p. 105-111.

Resumos Publicados em Anais de Congressos

Referência Bibliográfica	DOI	PDF
BREVE, Fabricio ; MASCARENHAS, Nelson Delfino D'ávila . Classificação de Imagens Tomográficas de Ciência dos Solos Utilizando Redes Neurais e Combinação de Classificadores. In: Congresso de Pós-Graduação - Jornada Científica da UFSCar, 2005, São Carlos. Anais do III Congresso de Pós-Graduação - 6ª Jornada Científica da UFSCar, 2005.

Demais Tipos de Produções Bibliográficas

Referência Bibliográfica	DOI	PDF
BREVE, Fabricio Aparecido . Aprendizado de Máquina Utilizando Dinâmica Espaço-Temporal em Redes Complexas. São Carlos: Universidade de São Paulo, 2010 (Tese de Doutorado)
BREVE, Fabricio Aparecido . Classificação de Imagens Tomográficas de Ciência dos Solos Utilizando Redes Neurais e Combinação de Classificadores. São Carlos: Universidade Federal de São Carlos, 2006 (Dissertação de Mestrado).
BREVE, Fabricio Aparecido. Engenharia para a Web. São Carlos: Universidade Federal de São Carlos, 2002 (Trabalho de Curso).
BREVE, Fabricio Aparecido . Métodos de Avaliação para Sites de Entretenimento. Piracicaba: Universidade Metodista de Piracicaba, 2001 (Monografia).

Pôsteres apresentados em Congressos

Referência Bibliográfica	DOI	PDF
BREVE, Fabricio Aparecido ; MASCARENHAS, Nelson Delfino D'ávila . Classificação de Imagens Tomográficas de Ciência dos Solos Utilizando Redes Neurais e Combinação de Classificadores. In: V Workshop de Teses de Dissertações em Computação Gráfica, Processamento de Imagens e Visão Computacional WTDCGPI 2006, 2006, Manaus.
BREVE, Fabricio Aparecido ; MASCARENHAS, Nelson Delfino D'ávila . Classificação de Imagens Tomográficas de Ciência dos Solos Utilizando Redes Neurais e Combinação de Classificadores. In: Congresso de Pós-Graduação - Jornada Científica da UFSCar. 2004, São Carlos.