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Marcos G. Quiles
Marcos G. Quiles
Associate Professor of Computer Science, Federal University of Sao Paulo
E-mail confirmado em unifesp.br - Página inicial
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Fake news agenda in the era of COVID-19: Identifying trends through fact-checking content
W Ceron, MF de-Lima-Santos, MG Quiles
Online social networks and media 21, 100116, 2021
1152021
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
1152011
Machine learning prediction of nine molecular properties based on the SMILES representation of the QM9 quantum-chemistry dataset
GA Pinheiro, J Mucelini, MD Soares, RC Prati, JLF Da Silva, MG Quiles
The Journal of Physical Chemistry A 124 (47), 9854-9866, 2020
892020
Particle competition for complex network community detection
MG Quiles, L Zhao, RL Alonso, RAF Romero
Chaos: An Interdisciplinary Journal of Nonlinear Science 18 (3), 2008
772008
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
632009
COVID-19 fake news diffusion across Latin America
W Ceron, G Gruszynski Sanseverino, MF de-Lima-Santos, MG Quiles
Social Network Analysis and Mining 11 (1), 47, 2021
492021
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
372011
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
352010
Ab Initio Investigation of CO2 Adsorption on 13-Atom 4d Clusters
KEA Batista, VK Ocampo-Restrepo, MD Soares, MG Quiles, MJ Piotrowski, ...
Journal of chemical information and modeling 60 (2), 537-545, 2020
282020
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
242010
Spatiotemporal data analysis with chronological networks
LN Ferreira, DA Vega-Oliveros, M Cotacallapa, MF Cardoso, MG Quiles, ...
Nature communications 11 (1), 4036, 2020
232020
Ab Initio Insights into the Formation Mechanisms of 55-Atom Pt-Based Core–Shell Nanoalloys
PCD Mendes, SG Justo, J Mucelini, MD Soares, KEA Batista, MG Quiles, ...
The Journal of Physical Chemistry C 124 (1), 1158-1164, 2019
232019
Particle competition and cooperation for semi-supervised learning with label noise
FA Breve, L Zhao, MG Quiles
Neurocomputing 160, 63-72, 2015
232015
The wild sugarcane and sorghum kinomes: Insights into expansion, diversification, and expression patterns
AH Aono, RJG Pimenta, ALB Garcia, FH Correr, GK Hosaka, ...
Frontiers in Plant Science 12, 668623, 2021
222021
Dynamical detection of network communities
MG Quiles, EEN Macau, N Rubido
Scientific reports 6 (1), 25570, 2016
212016
Smiclr: Contrastive learning on multiple molecular representations for semisupervised and unsupervised representation learning
GA Pinheiro, JLF Da Silva, MG Quiles
Journal of Chemical Information and Modeling 62 (17), 3948-3960, 2022
192022
Machine learning systems based on xgBoost and MLP neural network applied in satellite lithium-ion battery sets impedance estimation
THR Donato, MG Quiles
Advanced Computational Intelligence: An International Journal (ACII) 5, 1-20, 2018
192018
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
192010
Community detection in very high-resolution meteorological networks
W Ceron, LBL Santos, GD Neto, MG Quiles, OA Candido
IEEE Geoscience and Remote Sensing Letters 17 (11), 2007-2010, 2019
182019
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
162017
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Artigos 1–20