Marcos G. Quiles

Machine Learning Prediction of Nine Molecular Properties Based on the SMILES Representation of the QM9 Quantum-Chemistry Dataset

Gabriel A. Pinheiro, Johnatan Mucelini, Marinalva Dias Soares et al. · The Journal of Physical Chemistry A · 2020 · 120 citations

Qm9 Quantum-chemistry Dataset, Engineering, Machine Learning +21

Particle Competition and Cooperation in Networks for Semi-Supervised Learning

Fabrício Breve, Liang Zhao, Marcos G. Quiles et al. · IEEE Transactions on Knowledge and Data Engineering · 2011 · 77 citations · Full text

Particle competition for complex network community detection

Marcos G. Quiles, Liang Zhao, Ronaldo Luiz Alonso et al. · Chaos An Interdisciplinary Journal of Nonlinear Science · 2008 · 62 citations · Full text

Engineering, Community Mining, Network Analysis +16

COVID-19 fake news diffusion across Latin America

Wilson Ceron, Gabriela Gruszynski Sanseverino, Mathias‐Felipe de‐Lima‐Santos et al. · Social Network Analysis and Mining · 2021 · 54 citations · Full text

Chaotic phase synchronization and desynchronization in an oscillator network for object selection

Fabrício Breve, Liang Zhao, Marcos G. Quiles et al. · Neural Networks · 2009 · 49 citations · Full text

Chaotic Phase Synchronization, Object Selection, Engineering +10