Marcos G. Quiles

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Juarez L. F. Da SilvaUniversity of São Paulo (USP), São Carlos Institute of Chemistry (IQSC), São Carlos, SP, BrazilVerified email at iqsc.usp.br
Fabricio BreveAssociate Professor, UNESP - Universidade Estadual Paulista "Júlio de Mesquita Filho"Verified email at unesp.br
Roseli Aparecida Francelin RomeroDepartamento de Ciências de Computação - ICMC - USPVerified email at ICMC.USP.BR
Wilson CeronFederal University of São PauloVerified email at unifesp.br
Ronaldo C. PratiAssociate Professor of Computer Science, Universidade Federal do ABCVerified email at ufabc.edu.br
Gabriel A PinheiroPhD in Computer Science at Federal University of São PauloVerified email at unifesp.br
Mathias-Felipe de-Lima-SantosMacquarie UniversityVerified email at mq.edu.au
Márcio P. BasgaluppAssociate Professor at UNIFESPVerified email at unifesp.br
Liang ZhaoProfessor of Computer Science, University of Sao PauloVerified email at usp.br
Leonardo Nascimento FerreiraSamsung Research BrazilVerified email at leonardonascimento.com
Didier Augusto Vega-OliverosResearch collaborator at the Center for Complex Networks and Systems Research at Indiana UniversityVerified email at indiana.edu
Leonardo Bacelar Lima SantosPesquisador do Cemaden - Centro Nacional de Monitoramento e Alertas de Desastres NaturaisVerified email at cemaden.gov.br
Rodrigo Coelho BarrosDirector of Research at Teia Labs, Associate Professor at PUCRSVerified email at pucrs.br
Nicolás RubidoUniversity of Aberdeen, King's College, Institute for Complex Systems and Mathematical BiologyVerified email at abdn.ac.uk
Dr. Anderson Rocha (Full-Professor)University of Campinas (Unicamp), Campinas, SP, BrazilVerified email at unicamp.br
André F. OliveiraNational Institute for Space ResearchVerified email at inpe.br
Tiago Silva da SilvaICT-UNIFESPVerified email at unifesp.br
Ana Carolina LorenaInstituto Tecnológico de AeronáuticaVerified email at ita.br

Marcos G. Quiles

Associate Professor of Computer Science, Federal University of Sao Paulo

Verified email at unifesp.br - Homepage

Machine Learning and Complex Networks


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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	115	2011
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	110	2021
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	87	2020
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	77	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	63	2009
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	48	2021
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	37	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	35	2010
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	25	2020
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	24	2010
Spatiotemporal data analysis with chronological networks LN Ferreira, DA Vega-Oliveros, M Cotacallapa, MF Cardoso, MG Quiles, ... Nature communications 11 (1), 4036, 2020	23	2020
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	23	2019
Particle competition and cooperation for semi-supervised learning with label noise FA Breve, L Zhao, MG Quiles Neurocomputing 160, 63-72, 2015	23	2015
Dynamical detection of network communities MG Quiles, EEN Macau, N Rubido Scientific reports 6 (1), 25570, 2016	21	2016
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	20	2021
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	19	2022
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	19	2010
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	18	2019
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	18	2018
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	16	2017

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