Marcos G. Quiles
Marcos G. Quiles
Associate Professor of Computer Science, Federal University of Sao Paulo
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Particle competition and cooperation in networks for semi-supervised learning
F Breve, L Zhao, M Quiles, W Pedrycz, J Liu
IEEE Transactions on Knowledge and Data Engineering 24 (9), 1686-1698, 2011
Particle competition for complex network community detection
MG Quiles, L Zhao, RL Alonso, RAF Romero
Chaos: An Interdisciplinary Journal of Nonlinear Science 18 (3), 033107, 2008
Chaotic phase synchronization and desynchronization in an oscillator network for object selection
FA Breve, L Zhao, MG Quiles, EEN Macau
Neural Networks 22 (5-6), 728-737, 2009
Selecting salient objects in real scenes: An oscillatory correlation model
MG Quiles, DL Wang, L Zhao, RAF Romero, DS Huang
Neural Networks 24 (1), 54-64, 2011
Semi-supervised learning from imperfect data through particle cooperation and competition
FA Breve, L Zhao, MG Quiles
The 2010 International Joint Conference on Neural Networks (IJCNN), 1-8, 2010
Label propagation through neuronal synchrony
MG Quiles, L Zhao, FA Breve, A Rocha
The 2010 International Joint Conference on Neural Networks (IJCNN), 1-8, 2010
Artificial neural networks and the study of the psychoactivity of cannabinoid compounds
KM Honório, EF De Lima, MG Quiles, RAF Romero, FA Molfetta, ...
Chemical biology & drug design 75 (6), 632-640, 2010
Particle competition and cooperation for semi-supervised learning with label noise
FA Breve, L Zhao, MG Quiles
Neurocomputing 160, 63-72, 2015
Dynamical detection of network communities
MG Quiles, EEN Macau, N Rubido
Scientific reports 6, 25570, 2016
Uncovering overlap community structure in complex networks using particle competition
F Breve, L Zhao, M Quiles
International Conference on Artificial Intelligence and Computational …, 2009
Interactive image segmentation using particle competition and cooperation
F Breve, MG Quiles, L Zhao
2015 international joint conference on neural networks (IJCNN), 1-8, 2015
A network of integrate and fire neurons for visual selection
MG Quiles, L Zhao, FA Breve, RAF Romero
Neurocomputing 72 (10-12), 2198-2208, 2009
Community detection in complex networks via adapted Kuramoto dynamics
DMN Maia, JEM de Oliveira, MG Quiles, EEN Macau
Communications in Nonlinear Science and Numerical Simulation 53, 130-141, 2017
Particle competition in complex networks for semi-supervised classification
F Breve, L Zhao, M Quiles
International Conference on Complex Sciences, 163-174, 2009
An alternative approach for binary and categorical self-organizing maps
A Santana, A Morais, MG Quiles
2017 International Joint Conference on Neural Networks (IJCNN), 2604-2610, 2017
Particle competition and cooperation for uncovering network overlap community structure
F Breve, L Zhao, M Quiles, W Pedrycz, J Liu
International Symposium on Neural Networks, 426-433, 2011
Visual selection and shifting mechanisms based on a network of chaotic wilson-cowan oscillators
L Zhao, FA Breve, MG Quiles, RAF Romero
Third International Conference on Natural Computation (ICNC 2007) 5, 754-762, 2007
A computer vision system based on multi-layer perceptrons for controlling mobile robots
MG Quiles, RAF Romero
ABCM Symposium series in Mechatronics 2, 661-668, 2005
From spatio-temporal data to chronological networks: An application to wildfire analysis
DA Vega-Oliveros, M Cotacallapa, LN Ferreira, MG Quiles, L Zhao, ...
Proceedings of the 34th ACM/SIGAPP Symposium on Applied Computing, 675-682, 2019
An object-based visual selection model with bottom-up and top-down modulations
AX Benicasa, MG Quiles, L Zhao, RAF Romero
2012 Brazilian Symposium on Neural Networks, 238-243, 2012
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